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
X1	2,024	Asia	Blue	Hybrid	Automatic	3.3	172,498	96,816	6,007	Low
X3	2,012	North America	White	Electric	Manual	4.8	173,048	63,264	9,183	High
X5	2,023	Africa	Red	Petrol	Automatic	3.7	37,965	68,583	9,713	High
5 Series	2,015	Asia	Silver	Hybrid	Manual	4	176,089	44,981	5,246	Low
M3	2,019	Africa	Red	Petrol	Manual	1.8	96,395	119,790	7,675	High
5 Series	2,011	Middle East	Grey	Hybrid	Automatic	4	3,733	66,662	7,399	High
5 Series	2,022	Asia	Red	Hybrid	Automatic	2.4	48,941	98,575	4,286	Low
7 Series	2,023	North America	Silver	Hybrid	Automatic	1.9	139,092	71,906	9,900	High
X3	2,018	Africa	Silver	Petrol	Automatic	4.5	68,463	64,915	2,360	Low
X6	2,011	South America	Blue	Hybrid	Automatic	3.9	29,422	98,897	4,248	Low
7 Series	2,012	Africa	Black	Hybrid	Automatic	2.9	87,453	91,502	8,358	High
i3	2,021	Europe	Red	Hybrid	Manual	3	30,940	72,116	8,113	High
X5	2,024	South America	Blue	Petrol	Automatic	2.2	58,599	103,897	8,543	High
M5	2,024	Asia	Silver	Electric	Manual	1.5	193,226	60,406	4,575	Low
X5	2,022	Africa	Grey	Petrol	Automatic	2.7	146,712	101,679	5,534	Low
X6	2,019	Africa	White	Petrol	Automatic	2	169,923	37,373	3,453	Low
5 Series	2,021	Asia	Red	Diesel	Automatic	3	140,361	38,159	7,028	High
i3	2,021	Middle East	Black	Petrol	Automatic	4.4	109,665	64,010	2,080	Low
X6	2,011	North America	Blue	Hybrid	Manual	1.9	143,862	51,707	968	Low
M3	2,018	Europe	Black	Diesel	Automatic	1.8	161,871	73,613	5,469	Low
i3	2,010	South America	Red	Electric	Manual	4.7	64,055	47,495	6,558	Low
X3	2,014	Africa	Black	Petrol	Automatic	4.1	48,387	34,998	2,284	Low
X3	2,010	Europe	Black	Electric	Automatic	1.7	25,297	105,971	5,931	Low
X5	2,014	South America	Silver	Petrol	Automatic	1.8	172,408	70,391	4,169	Low
7 Series	2,017	Europe	Black	Electric	Manual	3.9	28,242	58,056	1,557	Low
M3	2,017	Africa	Grey	Electric	Automatic	2.8	64,095	59,858	7,202	High
i3	2,020	Middle East	Blue	Electric	Automatic	4	80,908	96,593	2,626	Low
3 Series	2,017	Europe	Black	Petrol	Manual	2.9	27,912	68,463	4,050	Low
X1	2,011	Middle East	Red	Electric	Manual	4.9	152,543	73,705	1,615	Low
3 Series	2,017	North America	Red	Diesel	Manual	3.9	168,919	106,419	604	Low
5 Series	2,021	South America	Grey	Electric	Automatic	1.7	120,675	59,303	2,536	Low
5 Series	2,014	Europe	Black	Petrol	Manual	2.7	107,737	32,089	1,404	Low
M3	2,024	Asia	Grey	Diesel	Automatic	3.5	191,171	58,378	3,658	Low
M3	2,010	South America	Black	Petrol	Manual	2	35,643	43,301	9,665	High
3 Series	2,016	Middle East	Grey	Hybrid	Automatic	1.5	135,869	52,420	3,842	Low
i3	2,022	Middle East	Silver	Hybrid	Automatic	1.8	99,549	98,516	5,826	Low
X5	2,015	Asia	Silver	Hybrid	Manual	3.3	86,176	76,335	5,286	Low
M5	2,014	North America	Grey	Hybrid	Manual	3.7	164,092	84,124	609	Low
X1	2,010	Europe	Silver	Diesel	Automatic	1.8	124,384	89,252	3,237	Low
3 Series	2,023	North America	Blue	Diesel	Automatic	3.8	139,069	64,908	2,411	Low
7 Series	2,023	South America	Black	Diesel	Automatic	3.7	178,894	107,036	7,695	High
i3	2,010	North America	Black	Electric	Automatic	4.8	11,466	59,804	8,704	High
X6	2,015	Europe	Silver	Electric	Manual	4.4	35,688	75,268	9,273	High
X3	2,019	North America	Silver	Diesel	Manual	4.8	183,212	76,892	6,899	Low
5 Series	2,021	Europe	Blue	Electric	Manual	4.9	186,736	57,812	6,577	Low
i3	2,016	Europe	White	Petrol	Automatic	3	196,785	72,067	5,391	Low
i8	2,019	Asia	Blue	Hybrid	Manual	3.2	60,118	44,789	2,665	Low
M3	2,019	South America	Black	Petrol	Automatic	2.5	146,266	81,449	175	Low
M3	2,010	Africa	Blue	Diesel	Automatic	3.3	85,795	99,402	2,566	Low
5 Series	2,018	Asia	Blue	Electric	Automatic	2	153,225	31,506	5,374	Low
i3	2,024	Africa	White	Hybrid	Manual	3.9	30,257	37,708	6,185	Low
X1	2,013	South America	Black	Petrol	Manual	1.6	65,069	51,724	9,413	High
X6	2,014	North America	White	Diesel	Manual	2.3	147,259	79,517	5,951	Low
i8	2,011	North America	Grey	Electric	Automatic	2.2	49,775	69,740	4,916	Low
i3	2,023	Europe	White	Electric	Manual	4.8	186,610	50,257	7,743	High
X1	2,021	Africa	White	Hybrid	Manual	2	149,013	43,329	5,969	Low
7 Series	2,019	North America	Black	Electric	Manual	4.6	167,894	53,963	7,732	High
7 Series	2,022	Middle East	Silver	Petrol	Automatic	1.9	9,531	112,205	1,752	Low
7 Series	2,017	Asia	Black	Electric	Manual	3.8	144,289	78,277	6,391	Low
X1	2,023	North America	Black	Electric	Manual	2.6	122,056	44,312	9,348	High
X6	2,011	Africa	Black	Electric	Automatic	2.6	6,785	51,634	2,711	Low
5 Series	2,012	Europe	Blue	Petrol	Manual	5	189,011	90,067	2,365	Low
X3	2,024	Africa	Blue	Diesel	Automatic	2.3	16,767	41,236	5,105	Low
M3	2,021	Europe	Red	Petrol	Automatic	2.2	40,884	56,618	8,390	High
X5	2,024	Asia	Black	Diesel	Manual	3.6	174,791	83,056	6,533	Low
X1	2,018	South America	White	Electric	Automatic	4.1	40,828	115,469	3,579	Low
X1	2,011	Africa	White	Diesel	Automatic	4.9	100,891	110,575	8,311	High
5 Series	2,023	Asia	White	Electric	Manual	4	141,628	62,045	1,285	Low
X1	2,015	Europe	Black	Petrol	Automatic	3.5	69,616	99,471	8,031	High
i3	2,021	Middle East	Black	Electric	Automatic	2.9	46,891	113,886	9,438	High
X6	2,013	Asia	Red	Electric	Automatic	3.6	194,694	58,079	6,206	Low
5 Series	2,016	Europe	Grey	Hybrid	Manual	3.6	31,432	32,212	7,900	High
i3	2,023	South America	Red	Petrol	Manual	2.3	135,356	67,850	111	Low
X1	2,023	South America	Red	Diesel	Manual	3.8	8,698	77,010	2,246	Low
X3	2,015	Asia	Red	Diesel	Manual	2.2	84,716	72,307	1,712	Low
M3	2,019	North America	Grey	Diesel	Automatic	3.2	133,148	119,757	3,495	Low
X3	2,023	Africa	Black	Petrol	Automatic	2.4	60,719	56,385	2,717	Low
X1	2,018	North America	Red	Electric	Automatic	2.6	60,186	71,093	2,485	Low
X3	2,023	Middle East	White	Electric	Automatic	3.6	83,295	105,949	5,127	Low
3 Series	2,018	South America	Silver	Petrol	Manual	1.7	106,497	39,000	8,457	High
3 Series	2,019	Middle East	Grey	Petrol	Manual	1.5	29,867	77,023	2,293	Low
X6	2,013	Africa	Black	Diesel	Automatic	2	169,226	101,054	2,307	Low
M5	2,010	Asia	Silver	Electric	Manual	2.1	112,584	45,878	3,457	Low
X3	2,011	North America	Black	Hybrid	Manual	2.2	30,559	70,806	9,468	High
X3	2,017	Middle East	Red	Electric	Manual	4.2	194,721	57,673	2,439	Low
M3	2,023	Africa	White	Diesel	Manual	3.1	103,859	85,872	1,603	Low
X5	2,019	North America	Red	Electric	Automatic	3.1	104,771	73,245	6,716	Low
X1	2,017	Asia	Blue	Petrol	Automatic	3.8	95,023	104,905	4,810	Low
i3	2,023	North America	Blue	Diesel	Manual	4.1	185,326	50,529	8,664	High
M3	2,024	Asia	Red	Hybrid	Manual	1.5	90,766	51,110	2,663	Low
X1	2,011	Middle East	Grey	Electric	Automatic	4.5	72,036	68,429	9,886	High
i3	2,013	South America	Blue	Petrol	Manual	5	129,200	109,958	7,693	High
7 Series	2,010	Europe	Blue	Hybrid	Automatic	1.9	63,214	84,433	9,952	High
X5	2,016	Asia	White	Electric	Automatic	3.8	162,574	117,791	6,065	Low
i8	2,013	Asia	Grey	Hybrid	Manual	1.5	50,186	69,097	5,518	Low
7 Series	2,020	South America	Blue	Electric	Manual	1.7	65,072	49,942	274	Low
7 Series	2,023	Africa	Silver	Diesel	Automatic	2.5	199,933	88,732	9,477	High
X3	2,017	Middle East	Silver	Diesel	Automatic	4.5	81,532	33,724	7,508	High
i3	2,018	Europe	Blue	Electric	Manual	3.8	85,641	69,964	259	Low
X6	2,021	North America	Red	Petrol	Manual	3.1	15,247	69,860	4,238	Low

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