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	2,018	North America	Blue	Electric	Automatic	2.7	167,955	51,566	8,957	High
i8	2,012	Middle East	Grey	Petrol	Automatic	2.1	151,869	81,696	2,763	Low
X3	2,024	South America	White	Diesel	Manual	4.6	167,318	96,879	7,505	High
M3	2,011	Africa	Red	Hybrid	Automatic	1.7	167,107	105,091	929	Low
5 Series	2,014	Europe	White	Diesel	Manual	4.1	89,624	67,848	6,071	Low
5 Series	2,016	South America	Red	Diesel	Automatic	3	119,327	56,882	1,942	Low
X1	2,012	Africa	White	Diesel	Manual	4	124,272	77,649	4,912	Low
3 Series	2,014	South America	Grey	Diesel	Manual	4.6	30,582	65,801	3,836	Low
5 Series	2,013	Africa	Blue	Hybrid	Manual	2.7	83,897	80,707	7,258	High
7 Series	2,020	Middle East	White	Hybrid	Manual	2.3	164,248	115,199	6,770	Low
X1	2,016	South America	Black	Diesel	Automatic	3.8	34,116	87,928	201	Low
X5	2,011	Europe	Grey	Electric	Automatic	5	116,105	98,262	606	Low
3 Series	2,021	North America	White	Electric	Manual	4.1	92,479	95,572	3,026	Low
3 Series	2,020	Middle East	Red	Diesel	Automatic	4.3	183,198	34,674	9,737	High
X5	2,022	North America	White	Diesel	Automatic	3.7	98,691	37,933	1,479	Low
3 Series	2,016	Asia	Grey	Hybrid	Manual	2.8	104,888	108,175	4,827	Low
i3	2,021	South America	Red	Hybrid	Automatic	3.8	78,022	52,168	9,716	High
M5	2,011	South America	Red	Hybrid	Manual	1.9	58,472	34,415	6,714	Low
X1	2,012	Africa	Grey	Hybrid	Automatic	3.2	148,614	54,580	8,525	High
3 Series	2,014	Middle East	Red	Diesel	Automatic	3.5	82,040	80,135	7,477	High
X3	2,016	North America	Grey	Electric	Manual	4.7	53,817	113,540	4,019	Low
M3	2,022	North America	Silver	Diesel	Manual	4.7	96,762	91,712	5,941	Low
7 Series	2,015	North America	Grey	Hybrid	Manual	1.7	188,576	92,018	4,979	Low
5 Series	2,021	Europe	Blue	Petrol	Automatic	3.7	29,236	49,508	9,360	High
M5	2,016	Asia	Silver	Electric	Automatic	4.3	65,912	101,350	9,880	High
i3	2,020	Africa	Silver	Electric	Manual	3.4	194,644	94,579	7,629	High
X1	2,015	Europe	Grey	Diesel	Automatic	1.8	51,894	66,760	8,052	High
X5	2,022	Middle East	White	Electric	Automatic	2.3	185,853	50,025	8,258	High
i3	2,021	Africa	Red	Diesel	Manual	2.6	10,673	91,610	5,436	Low
X3	2,010	Africa	Red	Petrol	Manual	3.8	96,253	45,929	2,141	Low
X3	2,024	Africa	Red	Diesel	Manual	1.7	187,181	112,805	9,848	High
i3	2,014	North America	Grey	Hybrid	Automatic	3.4	49,232	31,170	8,818	High
M3	2,021	Europe	Silver	Diesel	Manual	1.9	8,974	40,782	1,650	Low
i8	2,010	Europe	Blue	Diesel	Automatic	2.9	70,279	89,586	5,587	Low
i3	2,016	Asia	Blue	Diesel	Automatic	3	3,632	57,911	7,758	High
X1	2,013	Europe	Blue	Hybrid	Automatic	3.1	72,756	43,089	4,833	Low
7 Series	2,014	South America	Silver	Hybrid	Automatic	4	99,954	105,327	3,704	Low
i3	2,010	North America	Black	Petrol	Automatic	1.8	41,508	93,559	8,957	High
i8	2,017	Africa	Black	Diesel	Automatic	2.4	181,586	111,855	8,021	High
7 Series	2,024	Europe	Black	Hybrid	Automatic	3.7	92,892	39,626	8,778	High
M3	2,013	Asia	White	Petrol	Automatic	4.8	130,341	66,188	7,912	High
X1	2,012	Asia	White	Hybrid	Automatic	3.7	160,155	118,103	2,204	Low
i8	2,010	Africa	Red	Electric	Manual	4.6	120,679	79,930	6,170	Low
M3	2,013	Middle East	Silver	Electric	Manual	4.9	129,852	79,855	9,632	High
M5	2,012	Middle East	Silver	Petrol	Automatic	4.6	128,096	61,563	167	Low
5 Series	2,017	North America	Grey	Hybrid	Automatic	4.9	175,487	111,887	802	Low
i3	2,018	Asia	Silver	Petrol	Manual	4.2	175,622	32,099	9,247	High
7 Series	2,021	Middle East	Red	Hybrid	Manual	4.6	167,879	40,660	6,337	Low
3 Series	2,014	South America	Silver	Petrol	Manual	3.2	175,366	113,544	9,518	High
X6	2,018	Asia	Black	Petrol	Automatic	2.7	29,676	89,986	922	Low
X5	2,010	South America	Black	Hybrid	Automatic	5	57,402	91,232	9,673	High
X3	2,016	Asia	Red	Hybrid	Automatic	1.8	85,488	55,502	7,487	High
i3	2,020	North America	Silver	Petrol	Manual	4.9	114,840	70,356	9,924	High
M3	2,023	Africa	Grey	Electric	Automatic	3	71,362	90,480	1,386	Low
3 Series	2,016	Asia	Grey	Petrol	Automatic	1.6	84,511	40,362	9,155	High
M5	2,015	Europe	Grey	Hybrid	Manual	4.3	51,119	32,998	7,195	High
7 Series	2,013	Middle East	Blue	Diesel	Automatic	3.1	119,478	108,299	8,593	High
3 Series	2,022	Middle East	Blue	Electric	Automatic	4.3	56,394	87,247	9,823	High
5 Series	2,020	Africa	Blue	Petrol	Manual	1.7	105,172	96,614	4,368	Low
7 Series	2,018	Middle East	White	Hybrid	Automatic	4.9	92,767	52,150	1,309	Low
i8	2,023	Middle East	Grey	Hybrid	Manual	3.8	96,577	90,709	7,112	High
5 Series	2,012	South America	Blue	Electric	Automatic	1.7	166,806	100,286	1,934	Low
M3	2,020	Europe	Grey	Hybrid	Automatic	1.5	171,085	68,174	5,321	Low
X5	2,024	Middle East	Red	Hybrid	Automatic	3.6	7,222	36,524	4,873	Low
M5	2,020	Middle East	Blue	Petrol	Manual	4.9	68,283	51,987	6,192	Low
i3	2,010	Africa	Blue	Diesel	Automatic	3.3	96,008	67,394	576	Low
X1	2,024	Asia	Grey	Hybrid	Automatic	2.7	151,634	80,605	2,901	Low
i3	2,011	Europe	Red	Hybrid	Manual	4.8	155,138	61,380	7,994	High
i3	2,012	Asia	Red	Diesel	Automatic	4.9	163,615	56,411	6,085	Low
i3	2,011	North America	Black	Electric	Automatic	4.2	53,813	114,466	4,867	Low
X5	2,015	Asia	Silver	Hybrid	Manual	4	32,982	39,594	6,500	Low
X1	2,022	Asia	Blue	Electric	Manual	1.5	16,082	55,992	3,234	Low
5 Series	2,024	Asia	Blue	Petrol	Automatic	2.6	157,259	114,382	4,841	Low
X3	2,023	Middle East	Blue	Electric	Automatic	4.7	152,845	79,168	9,023	High
M5	2,016	Europe	Black	Petrol	Manual	2.8	128,431	107,550	4,443	Low
X3	2,014	Africa	Blue	Electric	Automatic	2.7	48,873	69,613	627	Low
X1	2,014	Asia	Red	Electric	Manual	3.4	130,626	116,999	7,639	High
i8	2,016	North America	Blue	Electric	Manual	3.1	171,657	95,400	954	Low
7 Series	2,015	South America	Grey	Diesel	Automatic	4.5	197,198	48,327	4,807	Low
i8	2,021	South America	White	Electric	Automatic	1.8	116,019	33,943	6,796	Low
X6	2,017	Middle East	Black	Petrol	Automatic	3.8	13,048	71,552	2,067	Low
X6	2,018	Africa	White	Electric	Manual	3.9	172,130	73,119	1,730	Low
5 Series	2,011	Middle East	Red	Hybrid	Manual	4.6	174,128	47,800	5,574	Low
X3	2,021	Middle East	Red	Petrol	Automatic	3	39,467	39,765	179	Low
i8	2,011	Asia	Black	Electric	Automatic	2.5	195,455	99,821	9,212	High
5 Series	2,024	Europe	Blue	Hybrid	Manual	3.7	70,020	45,903	6,586	Low
7 Series	2,010	Africa	Blue	Hybrid	Manual	4	20,464	114,484	4,100	Low
X1	2,016	South America	Silver	Hybrid	Manual	2.1	143,853	88,887	8,659	High
X5	2,020	Europe	Red	Diesel	Manual	2.1	181,978	75,421	2,274	Low
i8	2,024	South America	Black	Electric	Manual	2.4	25,486	64,342	6,552	Low
3 Series	2,023	Middle East	Black	Hybrid	Automatic	2.4	107,911	56,422	3,178	Low
M3	2,013	Europe	Blue	Hybrid	Automatic	4.1	133,302	105,690	3,962	Low
X5	2,024	North America	White	Electric	Automatic	3.4	182,896	103,279	9,518	High
M5	2,018	Asia	Silver	Diesel	Automatic	3.4	44,307	90,053	9,752	High
3 Series	2,015	North America	Red	Hybrid	Automatic	1.6	61,388	64,075	1,582	Low
M5	2,021	Middle East	Black	Hybrid	Automatic	5	110,213	45,042	1,659	Low
i8	2,016	Middle East	White	Petrol	Manual	4.4	18,944	49,630	7,705	High
7 Series	2,022	South America	White	Electric	Manual	3.1	22,957	57,578	345	Low
X1	2,016	North America	Red	Diesel	Manual	1.7	155,049	65,714	2,222	Low
M5	2,017	Africa	Red	Diesel	Manual	3.9	12,529	39,924	2,349	Low

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