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
3 Series	2,014	South America	Grey	Electric	Automatic	5	79,555	85,746	3,590	Low
i3	2,011	Europe	Silver	Petrol	Automatic	1.7	291	75,769	974	Low
X5	2,021	North America	Black	Diesel	Automatic	4.7	127,034	52,891	3,679	Low
X6	2,013	North America	Grey	Petrol	Manual	2.2	43,922	57,040	6,448	Low
3 Series	2,019	South America	Red	Hybrid	Manual	2.2	93,465	62,064	1,647	Low
X1	2,020	Asia	Red	Electric	Automatic	1.6	162,381	86,672	7,076	High
M3	2,023	Middle East	Silver	Diesel	Automatic	4.7	188,340	94,718	1,802	Low
M5	2,014	North America	White	Hybrid	Manual	4.2	92,194	101,177	7,742	High
7 Series	2,015	North America	White	Hybrid	Manual	1.7	145,611	109,901	9,024	High
5 Series	2,015	South America	Grey	Hybrid	Manual	3.7	74,883	72,700	2,040	Low
X1	2,018	South America	Black	Hybrid	Automatic	1.9	132,082	31,210	7,373	High
i3	2,013	South America	Blue	Electric	Automatic	4.1	74,827	39,817	7,632	High
M5	2,022	Middle East	Grey	Electric	Automatic	2.9	162,079	36,168	7,455	High
X6	2,023	Middle East	White	Petrol	Manual	1.7	75,135	33,552	7,611	High
X3	2,014	South America	Grey	Hybrid	Manual	4.4	117,032	116,030	2,397	Low
M5	2,015	Middle East	Red	Electric	Manual	3.5	158,816	105,187	5,641	Low
X1	2,013	Europe	Red	Hybrid	Manual	4.2	124,425	66,020	7,322	High
X3	2,015	Asia	Grey	Petrol	Manual	3.9	104,280	43,557	6,146	Low
3 Series	2,011	Asia	Grey	Petrol	Automatic	3	95,530	77,801	5,498	Low
3 Series	2,021	Middle East	Grey	Diesel	Manual	3.9	13,031	74,780	7,188	High
X5	2,022	Africa	White	Electric	Automatic	1.6	21,311	30,620	8,565	High
3 Series	2,016	Europe	White	Petrol	Manual	2.7	162,192	88,768	3,475	Low
X6	2,012	Asia	Blue	Diesel	Manual	4.2	55,178	69,005	3,791	Low
M5	2,023	Asia	Red	Electric	Manual	4.2	64,313	47,394	2,218	Low
M3	2,019	South America	Grey	Petrol	Automatic	4.6	75,177	46,257	3,528	Low
X5	2,013	Africa	Silver	Diesel	Automatic	3.6	79,849	68,091	500	Low
3 Series	2,018	Europe	Red	Petrol	Automatic	4.8	199,084	80,403	2,766	Low
X1	2,024	Africa	Red	Petrol	Automatic	3.5	194,096	102,332	6,037	Low
i3	2,024	North America	Blue	Hybrid	Automatic	3.3	124,318	105,100	8,276	High
i8	2,021	Africa	Red	Petrol	Manual	2.2	136,782	63,476	6,917	Low
M3	2,024	Asia	Blue	Electric	Automatic	4.2	53,887	119,655	3,156	Low
M3	2,022	Europe	Red	Petrol	Manual	3.9	65,293	91,432	1,547	Low
i3	2,014	Asia	Black	Hybrid	Manual	3.1	54,282	86,092	3,584	Low
5 Series	2,018	Asia	Red	Hybrid	Automatic	1.8	16,714	87,835	7,585	High
X6	2,019	Asia	Silver	Hybrid	Manual	1.9	178,673	34,024	3,341	Low
3 Series	2,022	Africa	Silver	Hybrid	Manual	1.9	32,015	87,130	950	Low
M3	2,019	Europe	Grey	Diesel	Automatic	2.8	101,673	95,943	1,217	Low
X3	2,019	Asia	Silver	Petrol	Manual	2.1	151,425	70,726	5,915	Low
X3	2,021	Asia	Silver	Hybrid	Manual	4.5	26,458	35,067	407	Low
X3	2,019	South America	Blue	Hybrid	Manual	4.6	125,908	88,512	9,440	High
M5	2,015	Asia	Black	Petrol	Manual	4.5	107,186	59,974	2,499	Low
M5	2,017	Europe	Blue	Diesel	Automatic	3.6	123,943	107,637	411	Low
5 Series	2,014	Middle East	White	Electric	Manual	3.6	64,607	52,385	8,225	High
X3	2,014	North America	Grey	Diesel	Manual	4.6	158,993	39,766	1,447	Low
X3	2,012	Europe	White	Electric	Automatic	2.9	145,081	97,329	2,423	Low
M3	2,016	Asia	Blue	Petrol	Automatic	1.7	127,956	39,928	4,926	Low
X1	2,011	South America	White	Diesel	Manual	3.1	13,045	35,698	6,320	Low
X6	2,020	North America	Black	Diesel	Manual	3.4	187,981	58,885	5,190	Low
i3	2,021	Middle East	Black	Electric	Manual	3.4	1,476	91,178	692	Low
5 Series	2,012	North America	Blue	Hybrid	Automatic	2.1	151,168	50,579	9,135	High
X1	2,024	Europe	Black	Diesel	Manual	4.2	35,470	49,118	7,741	High
X5	2,011	Europe	Blue	Diesel	Automatic	4.1	94,553	102,330	3,809	Low
M3	2,024	Asia	White	Diesel	Manual	2.3	150,339	35,414	3,764	Low
7 Series	2,022	South America	Black	Hybrid	Manual	3.4	135,126	69,981	9,468	High
M3	2,017	Africa	Silver	Hybrid	Automatic	4.3	45,694	115,822	478	Low
X5	2,013	South America	White	Petrol	Automatic	1.5	139,483	62,806	2,979	Low
i3	2,019	Middle East	Black	Electric	Manual	2.5	37,034	34,747	9,139	High
7 Series	2,017	South America	Black	Electric	Manual	3.2	184,380	39,859	7,464	High
M3	2,017	South America	Grey	Petrol	Automatic	4.5	141,388	67,106	4,292	Low
X3	2,017	Europe	White	Petrol	Manual	4.3	98,569	73,571	6,135	Low
i3	2,017	Africa	Silver	Petrol	Automatic	2	167,978	70,630	4,103	Low
3 Series	2,017	Africa	Silver	Hybrid	Automatic	3.1	184,265	50,622	1,802	Low
5 Series	2,021	Middle East	Blue	Hybrid	Automatic	2.6	39,352	71,895	4,167	Low
5 Series	2,018	North America	White	Hybrid	Automatic	2.9	116,544	49,379	8,805	High
X5	2,011	North America	White	Petrol	Automatic	3.4	171,579	102,569	3,154	Low
X5	2,018	Africa	Black	Hybrid	Automatic	3.2	116,837	111,397	6,929	Low
X3	2,017	Asia	White	Diesel	Automatic	2	148,860	111,620	5,038	Low
i8	2,020	South America	Black	Electric	Manual	1.9	115,355	92,941	2,024	Low
3 Series	2,019	North America	White	Diesel	Manual	2	27,909	94,016	1,537	Low
X3	2,010	Middle East	White	Petrol	Manual	4.4	115,565	30,075	3,792	Low
X3	2,023	Europe	Black	Hybrid	Automatic	1.6	37,467	60,662	1,340	Low
X5	2,014	South America	White	Electric	Automatic	2.2	132,652	59,897	1,235	Low
i3	2,020	North America	Silver	Hybrid	Automatic	4.8	198,888	46,724	8,987	High
5 Series	2,011	North America	Red	Hybrid	Automatic	1.7	5,107	44,182	1,008	Low
i8	2,019	Europe	Black	Petrol	Automatic	1.6	136,412	41,308	3,525	Low
7 Series	2,014	Middle East	Red	Hybrid	Manual	2.9	132,352	96,444	4,467	Low
M3	2,022	North America	Silver	Diesel	Manual	2	67,228	37,167	6,273	Low
M3	2,024	Europe	White	Diesel	Automatic	3.5	152,177	69,171	1,758	Low
i3	2,017	Asia	Silver	Petrol	Manual	2.7	7,928	99,826	1,466	Low
M5	2,018	North America	Silver	Diesel	Manual	2.2	24,331	64,261	5,829	Low
5 Series	2,018	Africa	Silver	Diesel	Automatic	5	118,325	82,146	6,971	Low
i3	2,010	Europe	Black	Electric	Automatic	2.7	128,508	43,384	4,889	Low
5 Series	2,016	North America	Silver	Diesel	Automatic	3.7	92,551	66,238	5,626	Low
X3	2,021	Africa	Blue	Petrol	Manual	4.6	25,450	93,942	1,144	Low
X3	2,020	Asia	Silver	Hybrid	Manual	4.7	61,319	65,790	2,487	Low
X5	2,017	Asia	Grey	Electric	Automatic	2.9	28,095	93,951	9,155	High
X1	2,019	Middle East	Black	Electric	Manual	4.9	24,290	94,485	5,963	Low
X6	2,012	Africa	Black	Petrol	Manual	4	24,217	54,575	2,302	Low
5 Series	2,022	Asia	Red	Diesel	Automatic	3.5	25,344	76,624	1,096	Low
X1	2,015	Middle East	Red	Hybrid	Automatic	3.9	124,635	102,472	1,791	Low
3 Series	2,020	Middle East	White	Hybrid	Automatic	2.8	63,983	112,599	3,615	Low
M3	2,012	North America	Red	Diesel	Manual	3	34,462	51,449	2,046	Low
M3	2,018	Asia	Black	Hybrid	Automatic	3.6	107,894	80,627	3,490	Low
X6	2,022	Europe	Grey	Electric	Automatic	2.6	140,137	78,599	7,281	High
7 Series	2,012	Africa	White	Petrol	Automatic	4.2	11,956	55,795	3,987	Low
X5	2,011	Asia	Silver	Electric	Manual	2.4	195,699	66,079	7,393	High
3 Series	2,018	South America	White	Diesel	Manual	4.3	161,839	100,739	3,473	Low
M5	2,024	South America	Silver	Diesel	Automatic	2	137,865	69,586	3,444	Low
M3	2,020	North America	White	Diesel	Automatic	2.3	27,803	45,752	4,819	Low
X3	2,022	Europe	Blue	Electric	Manual	4.1	38,155	84,986	2,506	Low

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