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
5 Series	2,010	Middle East	Black	Hybrid	Manual	1.5	143,085	74,198	630	Low
M5	2,020	Africa	White	Electric	Manual	4.8	36,830	35,161	3,511	Low
5 Series	2,024	Middle East	Grey	Petrol	Automatic	2	54,645	97,668	4,322	Low
5 Series	2,022	North America	Silver	Electric	Automatic	2.5	133,034	111,683	4,337	Low
i8	2,024	Africa	Grey	Petrol	Manual	2	125,003	103,405	5,014	Low
7 Series	2,014	Europe	Black	Diesel	Manual	3.2	38,422	94,015	9,127	High
X6	2,023	North America	White	Electric	Automatic	4.8	5,599	81,746	7,755	High
7 Series	2,013	Asia	White	Electric	Automatic	1.9	68,591	75,357	1,383	Low
X1	2,018	Asia	Blue	Electric	Automatic	3	25,088	44,400	7,357	High
i8	2,024	Middle East	Blue	Electric	Automatic	1.6	113,871	117,654	6,672	Low
5 Series	2,018	South America	Silver	Electric	Automatic	4.2	156,209	112,419	2,131	Low
X6	2,024	Europe	Blue	Petrol	Manual	3.7	108,746	78,051	5,452	Low
X6	2,023	South America	Red	Hybrid	Automatic	3.9	8,193	60,164	1,735	Low
5 Series	2,014	North America	Grey	Hybrid	Manual	3.2	106,127	76,980	2,507	Low
5 Series	2,019	Asia	Blue	Petrol	Automatic	4.7	98,383	59,201	4,459	Low
M5	2,013	Asia	Blue	Diesel	Automatic	2.9	44,186	92,117	8,089	High
X6	2,016	Middle East	Blue	Hybrid	Automatic	3.3	122,275	79,811	223	Low
3 Series	2,024	Asia	Silver	Petrol	Automatic	3.9	98,016	41,983	9,837	High
3 Series	2,015	Africa	Blue	Hybrid	Automatic	3.3	156,825	116,540	7,683	High
X1	2,013	North America	Blue	Hybrid	Manual	2.2	164,938	50,041	6,993	Low
X5	2,022	Africa	White	Petrol	Automatic	2.6	24,838	94,413	8,844	High
X6	2,022	Middle East	White	Diesel	Automatic	1.8	190,117	117,779	9,435	High
7 Series	2,024	Europe	White	Electric	Manual	3	141,093	61,714	4,770	Low
M5	2,019	Asia	Grey	Petrol	Automatic	3.6	132,787	80,282	7,663	High
M5	2,011	Middle East	Red	Hybrid	Automatic	1.9	67,889	93,172	7,549	High
i3	2,010	Africa	Red	Petrol	Automatic	3.7	4,551	119,612	4,923	Low
i3	2,013	Africa	Black	Diesel	Manual	4.6	167,259	63,814	1,539	Low
7 Series	2,013	Europe	Silver	Diesel	Automatic	2.7	55,399	95,586	1,463	Low
X5	2,022	Middle East	Red	Hybrid	Manual	2.3	21,276	35,290	3,623	Low
X3	2,010	South America	Silver	Diesel	Automatic	4.6	7,874	105,378	9,864	High
M5	2,015	North America	Blue	Hybrid	Manual	3.9	21,539	91,066	1,325	Low
M5	2,013	North America	Red	Hybrid	Manual	1.9	164,101	64,421	1,745	Low
X6	2,010	Africa	Silver	Electric	Automatic	2.9	170,880	52,430	2,027	Low
7 Series	2,010	Middle East	Red	Petrol	Manual	3.9	4,430	42,235	1,517	Low
X6	2,024	Europe	Grey	Petrol	Automatic	3.5	26,635	37,369	1,540	Low
7 Series	2,022	South America	Blue	Hybrid	Manual	3.7	96,055	59,204	6,121	Low
i8	2,010	Middle East	Grey	Hybrid	Manual	3.5	99,199	30,801	4,236	Low
X1	2,017	North America	Silver	Hybrid	Automatic	4.3	72,447	86,400	7,160	High
X5	2,019	Europe	Red	Electric	Manual	2.6	9,139	87,692	330	Low
5 Series	2,017	Europe	Silver	Petrol	Manual	4	118,342	116,529	9,044	High
3 Series	2,011	Europe	Black	Electric	Manual	5	91,239	67,372	8,670	High
M5	2,020	Europe	Blue	Electric	Manual	2.9	95,798	91,771	563	Low
3 Series	2,022	Africa	Black	Diesel	Automatic	4.3	159,171	48,270	2,656	Low
X6	2,016	North America	Blue	Diesel	Manual	2.4	59,956	100,581	3,365	Low
X1	2,023	Asia	Grey	Petrol	Automatic	2.5	142,412	107,215	3,593	Low
X1	2,017	South America	Grey	Petrol	Automatic	4.8	39,686	33,558	3,284	Low
i8	2,017	Asia	Silver	Electric	Automatic	1.6	178,082	62,995	8,536	High
X6	2,020	Middle East	Grey	Electric	Manual	2.3	162,116	42,276	4,459	Low
X5	2,019	South America	White	Diesel	Manual	3.2	103,414	44,306	6,477	Low
X5	2,024	Europe	Silver	Electric	Automatic	2.9	73,734	61,333	8,222	High
i3	2,020	North America	Grey	Petrol	Automatic	3.7	22,437	114,884	6,503	Low
X5	2,022	Europe	Red	Hybrid	Manual	2.2	79,367	72,876	9,812	High
3 Series	2,016	Middle East	Black	Diesel	Automatic	1.7	131,942	47,647	7,495	High
5 Series	2,014	Africa	Red	Diesel	Manual	2.8	100,083	75,433	4,665	Low
3 Series	2,010	South America	White	Electric	Manual	3.3	892	86,626	2,837	Low
3 Series	2,021	South America	White	Electric	Manual	3.5	134,260	106,673	3,906	Low
i8	2,018	South America	Red	Petrol	Automatic	3.6	122,794	41,494	6,285	Low
3 Series	2,022	North America	Red	Diesel	Automatic	3.4	180,009	70,813	465	Low
M5	2,016	Africa	Blue	Hybrid	Automatic	2.4	82,073	44,499	7,297	High
5 Series	2,011	South America	Blue	Diesel	Manual	4.2	20,305	48,371	5,600	Low
M5	2,015	Middle East	Black	Diesel	Manual	1.8	153,401	56,631	6,724	Low
X5	2,011	North America	Grey	Hybrid	Automatic	2.2	143,717	54,153	8,120	High
i8	2,024	Africa	Silver	Diesel	Automatic	4.1	163,849	119,997	9,250	High
5 Series	2,010	Middle East	White	Hybrid	Automatic	2.5	167,179	70,526	9,067	High
X6	2,023	Asia	Blue	Diesel	Manual	3.2	175,132	93,143	7,502	High
X5	2,016	Europe	Grey	Electric	Manual	2.6	32,148	117,556	8,522	High
7 Series	2,022	South America	Silver	Diesel	Automatic	3.3	137,236	45,195	8,422	High
7 Series	2,011	Africa	Black	Petrol	Automatic	2.7	91,994	43,133	1,649	Low
7 Series	2,022	Africa	White	Diesel	Manual	5	67,403	37,948	9,971	High
M3	2,023	Europe	Black	Electric	Manual	2.8	129,308	58,409	3,816	Low
7 Series	2,023	North America	Silver	Hybrid	Manual	3.7	151,793	97,567	4,766	Low
5 Series	2,011	Africa	Silver	Electric	Manual	4.6	111,193	83,237	8,393	High
i3	2,022	Middle East	Blue	Diesel	Automatic	3.7	160,626	44,139	4,850	Low
M3	2,020	North America	White	Petrol	Manual	3.5	73,307	108,615	5,445	Low
X3	2,014	Europe	Black	Hybrid	Manual	3.5	58,893	66,349	2,415	Low
i8	2,023	Europe	Black	Hybrid	Manual	3.2	163,436	42,135	7,623	High
X3	2,014	Asia	Blue	Electric	Manual	4.3	87,704	99,018	6,578	Low
i8	2,016	Asia	Red	Petrol	Manual	1.7	197,286	79,263	9,564	High
3 Series	2,010	North America	Black	Hybrid	Manual	4.6	14,906	32,790	3,787	Low
3 Series	2,017	Asia	Blue	Electric	Manual	3.6	118,983	40,454	1,178	Low
i3	2,012	South America	Silver	Hybrid	Manual	4.5	50,877	77,384	4,311	Low
i8	2,013	North America	Silver	Petrol	Automatic	1.5	35,278	105,081	4,040	Low
i8	2,024	South America	Red	Petrol	Automatic	4.5	79,002	31,293	4,272	Low
M3	2,018	Asia	Red	Hybrid	Manual	1.9	181,608	78,872	9,614	High
3 Series	2,013	Africa	Grey	Petrol	Manual	4	33,762	69,679	1,063	Low
M5	2,019	Africa	White	Petrol	Manual	3	96,900	31,345	9,628	High
X5	2,021	Africa	White	Hybrid	Manual	3.9	15,491	90,541	8,163	High
X5	2,024	Asia	Red	Petrol	Automatic	3.7	153,267	64,978	428	Low
5 Series	2,014	Africa	Silver	Hybrid	Automatic	2.1	179,540	45,016	7,508	High
M3	2,016	Middle East	White	Hybrid	Manual	3.3	185,076	110,841	4,615	Low
M3	2,013	Middle East	Black	Electric	Automatic	2.5	27,909	58,830	7,752	High
X3	2,023	Middle East	Red	Hybrid	Manual	3.5	175,388	88,026	3,977	Low
X6	2,010	Africa	Black	Hybrid	Manual	4.1	108,214	36,164	4,602	Low
X5	2,018	Africa	Red	Hybrid	Manual	1.8	10,855	73,674	7,797	High
i3	2,013	South America	Red	Diesel	Manual	3.3	191,042	44,315	1,023	Low
M5	2,018	Europe	Red	Petrol	Manual	3.7	99,696	88,925	949	Low
i3	2,015	Africa	White	Electric	Manual	2.5	55,472	78,925	7,424	High
X1	2,024	Europe	Black	Electric	Manual	4.8	171,096	35,674	9,070	High
X3	2,010	South America	Silver	Hybrid	Automatic	3.3	155,371	83,436	3,842	Low
5 Series	2,021	Europe	Silver	Hybrid	Automatic	2.1	147,426	91,964	5,389	Low

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