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
i8	2,016	South America	Red	Electric	Automatic	4	160,632	54,434	6,882	Low
X6	2,012	Africa	Blue	Hybrid	Manual	2.5	178,284	110,043	4,937	Low
i3	2,012	Africa	Red	Diesel	Manual	4.6	100,654	75,009	8,307	High
i8	2,021	Africa	Blue	Diesel	Automatic	2.1	93,708	33,804	8,879	High
i8	2,019	Asia	Blue	Petrol	Automatic	2.4	176,282	51,166	6,540	Low
X1	2,021	South America	Black	Hybrid	Automatic	2	160,873	77,929	6,561	Low
M3	2,017	Asia	Silver	Petrol	Manual	1.9	178,128	68,328	4,924	Low
3 Series	2,014	South America	Black	Petrol	Automatic	2.6	144,798	86,024	3,418	Low
X3	2,013	Middle East	Blue	Diesel	Manual	5	197,465	59,699	528	Low
X5	2,016	Europe	Grey	Diesel	Automatic	1.8	21,013	105,965	1,091	Low
5 Series	2,016	Africa	White	Hybrid	Automatic	2.2	188,392	81,369	2,709	Low
X3	2,022	Europe	White	Hybrid	Manual	2.5	59,711	118,387	9,615	High
5 Series	2,018	South America	Black	Diesel	Automatic	3.7	22,205	56,431	8,974	High
X1	2,018	North America	White	Electric	Manual	4.1	987	74,259	4,861	Low
i8	2,014	Middle East	Silver	Petrol	Automatic	4.1	152,566	105,660	4,445	Low
X3	2,022	Asia	Silver	Electric	Manual	1.5	51,689	119,768	1,231	Low
X6	2,021	Middle East	Red	Hybrid	Automatic	3.8	5,166	99,788	5,770	Low
M5	2,022	North America	Grey	Diesel	Automatic	3.7	188,416	98,665	4,534	Low
X1	2,017	Europe	Blue	Diesel	Automatic	3.3	84,931	105,690	6,815	Low
X5	2,019	North America	Red	Diesel	Automatic	2.8	3,535	42,097	2,302	Low
3 Series	2,010	Africa	Red	Petrol	Manual	4.3	113,834	112,803	8,470	High
X1	2,018	Europe	Grey	Electric	Automatic	2.7	173,480	35,826	8,785	High
M3	2,017	North America	Black	Hybrid	Manual	2.3	117,219	117,271	1,065	Low
X5	2,015	South America	Blue	Petrol	Manual	2.6	55,693	84,890	6,550	Low
i8	2,022	Africa	Black	Petrol	Automatic	3	6,378	82,477	7,963	High
5 Series	2,012	Africa	White	Petrol	Manual	2.2	181,762	34,172	7,486	High
i3	2,012	Middle East	White	Diesel	Automatic	3.6	16,192	49,503	6,625	Low
X3	2,017	Africa	Silver	Diesel	Automatic	4.6	191,787	106,961	4,514	Low
X3	2,014	Africa	Black	Petrol	Automatic	3.6	120,967	72,300	1,009	Low
3 Series	2,019	Middle East	Black	Diesel	Manual	3.1	183,380	110,580	1,492	Low
X6	2,020	Africa	White	Petrol	Automatic	4.3	111,933	66,302	8,439	High
5 Series	2,023	Asia	Red	Hybrid	Manual	4.1	165,633	95,485	4,883	Low
M3	2,016	Africa	Red	Electric	Automatic	2.8	30,795	106,216	7,591	High
i3	2,014	Asia	Silver	Hybrid	Manual	3.6	65,229	80,860	8,374	High
i3	2,017	Middle East	Grey	Petrol	Manual	4.1	119,893	102,195	447	Low
7 Series	2,019	Europe	Black	Diesel	Manual	2.4	46,992	67,551	6,307	Low
3 Series	2,019	South America	Silver	Hybrid	Manual	2.8	7,356	68,121	9,458	High
X5	2,013	Asia	Silver	Hybrid	Manual	1.9	22,790	56,729	2,217	Low
M3	2,011	North America	Grey	Electric	Automatic	5	155,425	77,303	3,434	Low
i8	2,012	South America	Grey	Petrol	Automatic	1.8	73,749	39,352	1,762	Low
5 Series	2,017	Asia	Blue	Diesel	Manual	2.1	111,509	49,762	4,727	Low
X1	2,024	Asia	Black	Diesel	Manual	3.2	163,711	77,230	6,202	Low
X3	2,020	South America	Red	Petrol	Automatic	4.5	184,828	103,848	5,050	Low
i8	2,022	Europe	Silver	Petrol	Automatic	2.7	111,628	101,076	8,497	High
i8	2,016	North America	Black	Electric	Manual	4.2	67,820	119,113	3,375	Low
M3	2,022	Asia	Red	Petrol	Manual	3.9	140,997	36,584	2,425	Low
X1	2,011	South America	Blue	Electric	Manual	3.7	182,910	53,074	5,393	Low
X1	2,015	Africa	Red	Electric	Manual	4.5	110,635	70,524	1,261	Low
3 Series	2,018	Asia	Grey	Diesel	Manual	1.5	139,166	46,674	8,441	High
X6	2,024	Africa	White	Petrol	Automatic	4.8	139,544	31,056	131	Low
X1	2,013	Africa	Silver	Electric	Automatic	4.4	93,535	77,249	1,313	Low
X3	2,018	Asia	White	Diesel	Automatic	4.8	82,998	91,802	6,602	Low
M5	2,011	South America	Silver	Hybrid	Automatic	4.3	32,284	34,174	7,892	High
X1	2,011	Europe	Silver	Electric	Manual	4.6	177,903	88,424	710	Low
X6	2,018	Middle East	White	Hybrid	Automatic	2.2	136,994	90,295	9,757	High
i8	2,021	Africa	Red	Hybrid	Manual	2.6	35,919	89,547	7,973	High
M3	2,016	Asia	Black	Petrol	Automatic	2.6	187,900	80,512	4,915	Low
i3	2,016	Africa	Blue	Electric	Manual	1.9	64,075	59,979	6,682	Low
i3	2,010	North America	Red	Diesel	Automatic	4.1	11,609	46,434	2,833	Low
M3	2,022	South America	Grey	Petrol	Manual	2	3,574	80,191	5,333	Low
5 Series	2,020	Africa	Blue	Petrol	Manual	1.7	142,734	101,664	1,642	Low
i8	2,015	Asia	Blue	Diesel	Automatic	4.2	76,592	87,021	1,740	Low
7 Series	2,022	Europe	Black	Electric	Manual	4.7	182,985	36,572	1,133	Low
i3	2,016	Asia	White	Diesel	Manual	4.2	106,021	36,717	9,436	High
i8	2,020	Europe	Black	Electric	Automatic	4.4	178,287	56,130	698	Low
M5	2,023	Middle East	Red	Electric	Manual	3.6	145,675	72,048	4,755	Low
X1	2,015	Asia	Silver	Diesel	Manual	4.6	165,179	108,251	1,684	Low
X1	2,015	Asia	Blue	Diesel	Manual	3.2	9,429	115,615	9,780	High
7 Series	2,011	South America	Grey	Hybrid	Automatic	5	24,255	61,044	1,256	Low
3 Series	2,015	South America	Silver	Electric	Manual	1.9	91,642	83,963	8,221	High
M5	2,013	Africa	Black	Hybrid	Manual	4.3	184,334	89,249	5,076	Low
i3	2,018	South America	Silver	Petrol	Manual	3.7	83,747	58,991	6,659	Low
M5	2,024	Asia	Red	Diesel	Manual	3.5	64,504	74,707	246	Low
5 Series	2,021	South America	Grey	Electric	Manual	4	105,028	53,367	2,478	Low
X5	2,010	North America	Silver	Diesel	Manual	4.4	52,976	80,838	4,866	Low
i3	2,022	Middle East	Red	Diesel	Automatic	4.5	70,826	67,939	7,335	High
M3	2,017	South America	Red	Diesel	Automatic	2.1	60,690	58,558	8,379	High
i8	2,014	North America	Black	Hybrid	Manual	2.2	92,749	108,009	4,776	Low
X5	2,010	Asia	Black	Hybrid	Automatic	1.6	165,210	37,004	2,977	Low
X1	2,013	North America	Red	Petrol	Automatic	2	18,551	38,404	262	Low
5 Series	2,010	Middle East	Red	Diesel	Manual	2.4	127,257	36,104	833	Low
5 Series	2,015	Africa	Silver	Hybrid	Manual	4	21,718	79,572	2,362	Low
X6	2,011	North America	Blue	Petrol	Manual	3.2	172,529	115,669	8,958	High
i3	2,024	South America	White	Electric	Automatic	4.2	84,327	52,615	6,462	Low
X6	2,014	Europe	Red	Diesel	Manual	3.2	102,179	102,814	6,871	Low
M5	2,016	Middle East	Black	Diesel	Automatic	3.4	102,338	90,346	5,326	Low
i8	2,011	Middle East	Black	Petrol	Manual	1.9	117,571	112,861	3,898	Low
7 Series	2,015	Asia	Red	Hybrid	Automatic	4.2	151,454	93,461	351	Low
5 Series	2,015	Europe	Grey	Diesel	Manual	4.2	149,288	92,338	2,880	Low
3 Series	2,014	North America	Black	Diesel	Manual	2.6	76,443	37,083	7,090	High
7 Series	2,014	North America	White	Hybrid	Manual	2.7	40,423	117,817	9,229	High
i3	2,023	Europe	Grey	Hybrid	Manual	2.3	93,898	34,721	2,432	Low
3 Series	2,012	North America	Grey	Electric	Automatic	4.3	51,118	40,230	4,898	Low
X6	2,024	Middle East	Red	Petrol	Automatic	4.1	1,463	96,230	6,012	Low
3 Series	2,019	Middle East	Grey	Electric	Automatic	3.6	58,090	84,661	9,821	High
M3	2,024	South America	Blue	Hybrid	Automatic	2.3	19,407	94,284	9,491	High
5 Series	2,019	Middle East	White	Electric	Automatic	2.1	175,388	58,548	1,161	Low
X6	2,020	North America	Red	Hybrid	Manual	1.7	126,292	84,693	8,177	High
X5	2,021	Africa	Black	Electric	Automatic	1.7	151,693	100,426	8,274	High
X1	2,011	South America	Silver	Petrol	Automatic	2.2	154,255	47,616	8,854	High

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