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
7 Series	2,024	Asia	Red	Hybrid	Automatic	3.4	83,608	113,671	5,644	Low
7 Series	2,014	South America	Red	Hybrid	Automatic	4.4	69,018	75,481	4,908	Low
i8	2,015	Middle East	White	Hybrid	Automatic	5	123,323	103,534	2,717	Low
i3	2,022	South America	White	Diesel	Manual	4	136,323	35,945	4,643	Low
M5	2,016	North America	White	Petrol	Manual	2.5	145,948	45,297	2,447	Low
X3	2,012	Middle East	Silver	Diesel	Manual	3.9	186,088	83,549	2,331	Low
X6	2,021	Africa	White	Diesel	Automatic	4	60,014	51,230	9,313	High
i8	2,019	Europe	Red	Electric	Manual	3.9	128,625	107,973	8,455	High
5 Series	2,012	Europe	Black	Electric	Manual	4.5	36,826	106,372	3,803	Low
i3	2,014	Asia	Black	Diesel	Manual	1.8	190,726	100,453	3,316	Low
M5	2,015	South America	Silver	Petrol	Automatic	1.9	32,159	92,285	6,560	Low
3 Series	2,018	Africa	Red	Electric	Manual	3.7	27,967	95,875	6,984	Low
X3	2,022	Europe	Silver	Hybrid	Automatic	4.8	165,231	72,593	4,877	Low
3 Series	2,023	Asia	Red	Diesel	Manual	3.1	39,466	101,930	4,570	Low
M5	2,021	Asia	White	Electric	Manual	4.9	78,179	70,403	7,365	High
X5	2,014	Europe	Grey	Hybrid	Manual	4.8	187,195	41,296	7,699	High
X1	2,024	South America	Silver	Petrol	Manual	4.7	160,411	76,189	1,131	Low
i8	2,010	Europe	White	Petrol	Automatic	4.7	165,927	114,137	923	Low
X1	2,023	Africa	White	Hybrid	Automatic	4.6	136,514	94,933	4,533	Low
M3	2,023	Africa	White	Electric	Manual	4.4	35,796	45,975	2,999	Low
X3	2,023	North America	Blue	Hybrid	Automatic	3.9	162,596	89,574	7,612	High
X1	2,013	Middle East	Silver	Electric	Automatic	1.6	78,178	101,679	3,344	Low
5 Series	2,014	North America	Grey	Hybrid	Automatic	2	102,714	32,116	1,782	Low
M3	2,021	Africa	White	Hybrid	Manual	2	1,811	56,208	8,578	High
i3	2,019	South America	White	Electric	Manual	1.6	151,998	110,953	6,928	Low
5 Series	2,019	Africa	White	Electric	Automatic	1.9	142,024	30,432	2,607	Low
X5	2,014	Asia	White	Diesel	Automatic	4.7	106,658	47,201	8,051	High
X6	2,016	Middle East	Red	Petrol	Automatic	3.8	151,865	74,845	8,291	High
i8	2,013	Asia	Black	Diesel	Manual	2.6	121,993	60,810	2,862	Low
M3	2,010	South America	Blue	Petrol	Automatic	4.3	191,728	54,325	9,996	High
M5	2,023	Middle East	Grey	Electric	Automatic	3.2	177,722	90,483	8,800	High
X5	2,023	Africa	Red	Diesel	Automatic	2	74,612	63,767	1,602	Low
M3	2,014	Asia	Grey	Electric	Automatic	4.6	133,780	88,568	7,632	High
X6	2,016	South America	Blue	Diesel	Manual	2.7	165,162	63,342	3,124	Low
X1	2,019	Africa	Grey	Electric	Automatic	3.9	81,128	67,337	6,335	Low
3 Series	2,019	Middle East	Silver	Electric	Manual	2.5	161,578	54,124	7,781	High
i3	2,015	South America	Silver	Electric	Manual	3.3	26,839	54,215	393	Low
M3	2,014	Middle East	Black	Petrol	Automatic	4.4	71,014	106,337	5,749	Low
i8	2,013	Asia	White	Electric	Manual	2	100,480	113,894	3,656	Low
M3	2,011	Africa	White	Electric	Automatic	4.9	119,981	95,058	1,840	Low
i3	2,013	Asia	Red	Electric	Automatic	1.7	160,894	95,155	7,603	High
5 Series	2,024	Europe	Grey	Hybrid	Automatic	3.4	81,770	62,997	2,680	Low
X1	2,019	Africa	Red	Petrol	Automatic	4.7	91,038	99,809	4,751	Low
5 Series	2,019	Asia	Red	Hybrid	Manual	4.8	2,622	113,545	2,723	Low
M5	2,012	North America	Grey	Electric	Automatic	2.3	157,101	35,561	3,859	Low
M5	2,019	Europe	Black	Diesel	Manual	2	128,785	67,632	7,227	High
M3	2,010	Africa	Red	Electric	Manual	4	15,805	45,507	1,697	Low
X3	2,017	North America	Black	Hybrid	Automatic	1.6	192,794	98,338	2,964	Low
X5	2,014	North America	Red	Petrol	Manual	3.2	112,616	65,146	7,877	High
i3	2,022	Africa	Red	Hybrid	Manual	4.3	158,763	39,371	8,106	High
X5	2,013	South America	Grey	Petrol	Manual	3.5	149,677	95,650	3,481	Low
7 Series	2,017	North America	Red	Electric	Automatic	2.2	154,172	95,673	9,015	High
X6	2,016	Middle East	Silver	Petrol	Automatic	3.2	160,994	36,529	4,747	Low
M3	2,011	South America	Black	Electric	Manual	4.7	101,736	37,291	2,791	Low
i3	2,010	Europe	Blue	Hybrid	Automatic	3.7	101,647	96,374	8,225	High
X5	2,021	South America	Grey	Petrol	Automatic	4	184,282	65,453	7,674	High
X6	2,020	Middle East	Grey	Petrol	Automatic	2.7	162,403	40,976	9,924	High
X1	2,013	Middle East	White	Electric	Manual	2.2	54,388	96,502	423	Low
X1	2,017	North America	Red	Diesel	Automatic	2.4	184,511	77,086	9,589	High
i8	2,021	Europe	Grey	Electric	Automatic	3.4	157,823	114,472	2,087	Low
i8	2,011	Asia	White	Hybrid	Automatic	2.5	62,983	93,444	6,870	Low
i3	2,012	Middle East	White	Petrol	Manual	3.4	124,343	47,777	2,316	Low
5 Series	2,021	Middle East	Red	Diesel	Automatic	4	106,679	97,853	1,474	Low
3 Series	2,010	Africa	Red	Diesel	Automatic	4.1	123,015	105,114	8,248	High
i8	2,010	Asia	White	Electric	Automatic	2.1	71,119	59,940	9,535	High
7 Series	2,022	Africa	Black	Diesel	Automatic	4.1	56,534	95,164	9,770	High
X6	2,012	Europe	Black	Diesel	Automatic	3.9	131,425	67,268	1,689	Low
i8	2,020	Africa	White	Electric	Manual	1.5	78,999	107,597	7,217	High
M5	2,014	Europe	Silver	Diesel	Automatic	1.7	134,005	44,431	7,143	High
3 Series	2,021	South America	White	Hybrid	Manual	3.8	192,532	33,634	1,187	Low
X5	2,012	Middle East	White	Diesel	Automatic	2.8	130,556	88,294	9,092	High
X6	2,010	South America	Silver	Petrol	Manual	2	45,708	43,547	6,936	Low
X5	2,010	Asia	Black	Diesel	Manual	1.7	140,291	61,697	9,927	High
i3	2,017	Asia	Black	Electric	Manual	2.1	161,500	83,062	4,684	Low
X3	2,019	Europe	Red	Petrol	Manual	4.9	14,205	32,033	7,801	High
M5	2,020	Europe	Grey	Hybrid	Automatic	4	182,203	98,363	9,468	High
X6	2,021	Europe	Blue	Hybrid	Automatic	3.3	184,003	80,549	5,976	Low
M5	2,022	South America	White	Petrol	Manual	4.8	151,188	101,717	8,168	High
X6	2,022	North America	White	Hybrid	Automatic	3.7	172,961	36,829	7,453	High
X6	2,021	South America	Silver	Electric	Automatic	4	21,576	58,399	1,110	Low
7 Series	2,024	North America	Blue	Diesel	Manual	2.5	88,984	94,328	9,831	High
i3	2,023	North America	Blue	Electric	Manual	3.6	11,604	104,168	1,755	Low
i3	2,011	Middle East	Blue	Petrol	Automatic	2	139,395	82,166	8,969	High
i8	2,022	Asia	White	Diesel	Manual	2.9	174,399	61,129	1,923	Low
5 Series	2,012	Asia	Blue	Petrol	Automatic	1.6	33,615	53,341	3,208	Low
i3	2,011	North America	Red	Diesel	Manual	2.3	145,432	90,524	9,651	High
X5	2,012	North America	Red	Hybrid	Automatic	1.8	19,879	119,903	3,241	Low
X3	2,016	Asia	Grey	Diesel	Automatic	2.9	37,382	97,089	4,428	Low
X1	2,010	Middle East	Grey	Diesel	Manual	4.5	26,493	107,374	6,025	Low
X3	2,019	South America	White	Hybrid	Manual	2.8	13,828	68,456	2,003	Low
3 Series	2,017	South America	Black	Electric	Manual	4.4	36,647	45,078	889	Low
5 Series	2,022	North America	Grey	Hybrid	Manual	3.8	121,263	78,058	7,928	High
X3	2,019	Africa	Black	Petrol	Automatic	3.3	67,674	93,953	3,640	Low
X1	2,019	North America	Blue	Petrol	Automatic	2.3	131,057	65,133	7,081	High
i8	2,019	South America	White	Petrol	Automatic	4.7	69,371	31,709	6,458	Low
M3	2,023	Europe	Red	Petrol	Automatic	1.7	159,433	83,009	215	Low
X6	2,011	Asia	Red	Hybrid	Automatic	3.9	53,224	116,905	371	Low
5 Series	2,012	North America	Red	Electric	Automatic	3.7	121,730	39,556	8,864	High
X5	2,018	South America	Red	Electric	Manual	3	29,294	112,830	2,768	Low
5 Series	2,016	Asia	Blue	Petrol	Automatic	2.3	113,868	113,702	6,803	Low

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