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
M5	2,016	Middle East	Grey	Diesel	Automatic	2.2	119,807	46,888	1,468	Low
X1	2,023	South America	Blue	Petrol	Automatic	1.7	70,815	62,870	4,685	Low
i3	2,018	Middle East	White	Petrol	Automatic	3.1	156,863	85,294	9,074	High
5 Series	2,023	Asia	Silver	Hybrid	Manual	4.7	135,881	105,092	1,318	Low
X6	2,020	North America	Silver	Electric	Automatic	1.5	146,167	66,054	9,355	High
M3	2,012	South America	Silver	Diesel	Automatic	3.7	142,145	67,625	4,617	Low
X3	2,017	Middle East	Black	Petrol	Automatic	4.6	66,773	80,229	7,311	High
i8	2,017	Middle East	White	Diesel	Manual	1.9	35,199	72,069	2,906	Low
X1	2,010	Middle East	Silver	Diesel	Manual	4.7	123,117	36,641	1,979	Low
i8	2,014	North America	Red	Diesel	Automatic	4.4	96,151	81,828	3,355	Low
7 Series	2,022	Africa	Blue	Electric	Automatic	2.3	51,452	103,094	7,232	High
X5	2,019	North America	Red	Diesel	Automatic	4.7	167,325	115,695	4,763	Low
M3	2,014	Middle East	Black	Electric	Automatic	4.3	94,235	89,917	9,406	High
X3	2,021	Europe	Silver	Hybrid	Manual	1.9	81,167	113,880	180	Low
i3	2,017	Africa	Blue	Petrol	Manual	4.4	23,542	70,651	6,594	Low
5 Series	2,017	South America	Blue	Diesel	Manual	3.4	189,844	59,829	1,946	Low
X6	2,021	Africa	Grey	Petrol	Manual	4.4	51,368	74,840	4,874	Low
M5	2,011	Europe	White	Diesel	Manual	3.7	188,447	42,356	3,930	Low
7 Series	2,012	Middle East	White	Electric	Automatic	2.9	148,032	65,919	6,802	Low
i8	2,011	Middle East	White	Petrol	Automatic	3.6	174,969	50,545	1,318	Low
i8	2,010	South America	Grey	Electric	Manual	3.7	148,545	81,473	1,635	Low
i8	2,011	Europe	Blue	Hybrid	Manual	4.2	194,363	79,956	292	Low
X6	2,019	Africa	Grey	Diesel	Manual	4.4	5,278	50,994	3,252	Low
X3	2,015	South America	Blue	Petrol	Manual	3.8	168,593	98,960	2,147	Low
M3	2,021	North America	Blue	Electric	Manual	5	115,050	82,393	1,131	Low
X6	2,010	Europe	Black	Electric	Automatic	4.2	4,871	90,776	3,166	Low
3 Series	2,015	Middle East	Black	Petrol	Automatic	4.7	97,033	87,812	3,249	Low
i8	2,010	South America	Silver	Electric	Automatic	2.6	119,350	105,634	3,233	Low
i8	2,011	Europe	White	Electric	Automatic	2.6	34,656	86,420	4,547	Low
7 Series	2,017	North America	White	Electric	Manual	2.8	45,115	96,843	6,320	Low
5 Series	2,023	Africa	Grey	Hybrid	Automatic	3	153,322	84,263	2,717	Low
X3	2,015	Africa	Red	Hybrid	Automatic	4.9	6,735	51,547	1,076	Low
i3	2,018	Asia	Silver	Diesel	Manual	1.8	72,430	108,845	1,306	Low
X6	2,010	South America	Red	Diesel	Manual	3.2	188,823	100,798	6,285	Low
i3	2,014	South America	Silver	Diesel	Automatic	2.1	17,624	36,817	9,844	High
X3	2,016	South America	Grey	Petrol	Manual	4.3	69,874	95,979	7,843	High
5 Series	2,018	Africa	Grey	Petrol	Manual	1.6	197,707	78,214	6,406	Low
3 Series	2,023	Asia	Grey	Electric	Automatic	3.1	177,091	71,078	3,517	Low
M3	2,020	Europe	White	Diesel	Automatic	2.9	66,496	105,240	4,667	Low
X3	2,018	Asia	White	Petrol	Manual	1.8	197,026	71,248	9,254	High
M3	2,013	South America	Grey	Electric	Manual	2.8	58,611	118,365	4,378	Low
7 Series	2,022	South America	Grey	Petrol	Automatic	4.3	174,563	37,932	238	Low
X3	2,013	North America	Red	Petrol	Automatic	2	178,412	47,979	835	Low
X3	2,024	North America	White	Diesel	Manual	4.9	198,226	47,715	5,491	Low
3 Series	2,013	North America	Black	Diesel	Manual	1.7	151,063	67,875	6,721	Low
3 Series	2,012	Africa	Blue	Petrol	Manual	2.5	29,573	52,706	2,652	Low
X3	2,017	Europe	Blue	Diesel	Manual	4.2	158,191	77,559	2,507	Low
7 Series	2,014	North America	Red	Diesel	Manual	2.8	30,794	115,736	9,041	High
i3	2,016	Middle East	Red	Diesel	Manual	3.2	106,931	89,264	8,479	High
M5	2,019	Middle East	Grey	Hybrid	Automatic	2.2	123,585	75,596	9,761	High
M5	2,015	Middle East	White	Hybrid	Manual	4	57,997	117,969	7,216	High
X1	2,023	North America	Grey	Diesel	Automatic	2.1	73,767	85,042	2,202	Low
M3	2,018	Africa	Grey	Electric	Manual	4.5	165,627	87,135	9,783	High
i8	2,023	Europe	Red	Diesel	Automatic	3.4	1,641	32,010	4,211	Low
M3	2,012	North America	White	Diesel	Manual	3.4	161,869	106,179	4,386	Low
X5	2,015	Africa	Silver	Hybrid	Automatic	4.8	73,067	115,752	2,521	Low
3 Series	2,012	South America	Blue	Diesel	Manual	4.2	122,866	72,048	1,586	Low
i3	2,011	South America	Black	Diesel	Manual	4.1	137,238	75,308	314	Low
i3	2,012	Africa	Grey	Diesel	Automatic	4.5	173,824	114,427	8,068	High
X6	2,011	South America	Red	Petrol	Automatic	1.8	189,995	100,931	8,475	High
3 Series	2,011	Asia	Silver	Hybrid	Manual	4	5,996	62,600	1,096	Low
M3	2,019	North America	Silver	Petrol	Manual	2.3	132,635	57,690	5,560	Low
i8	2,020	Africa	White	Diesel	Automatic	2.5	193,662	42,728	4,050	Low
X1	2,016	Europe	Red	Hybrid	Automatic	1.6	117,369	119,720	335	Low
X5	2,019	South America	Black	Hybrid	Automatic	4.6	26,198	55,938	3,514	Low
M5	2,024	North America	Black	Electric	Manual	4.1	132,962	58,716	3,818	Low
X5	2,012	Africa	Blue	Electric	Automatic	2	21,531	107,383	2,839	Low
X3	2,017	Europe	Silver	Electric	Manual	2.6	84,420	81,681	2,046	Low
X3	2,022	Asia	Red	Hybrid	Automatic	3.2	42,959	102,192	971	Low
X3	2,011	Asia	White	Hybrid	Automatic	3.2	52,718	60,161	4,971	Low
M3	2,020	South America	Red	Electric	Automatic	3.6	14,995	103,443	8,304	High
X3	2,020	North America	Silver	Hybrid	Automatic	3.2	130,515	99,320	9,096	High
5 Series	2,016	Europe	Black	Hybrid	Automatic	3.8	182,800	87,719	2,366	Low
X3	2,012	Europe	Silver	Hybrid	Manual	4.6	143,039	84,454	8,163	High
X5	2,018	South America	White	Diesel	Manual	2.9	19,588	118,322	8,318	High
X6	2,016	South America	Grey	Electric	Automatic	4.6	14,011	87,699	9,575	High
i3	2,024	South America	Blue	Diesel	Automatic	2.3	170,168	110,650	2,250	Low
5 Series	2,018	Asia	White	Diesel	Automatic	1.9	177,860	108,122	5,735	Low
i3	2,011	South America	Black	Electric	Manual	2.3	159,682	106,076	8,926	High
X1	2,015	Asia	Black	Electric	Manual	2.2	9,183	91,703	7,383	High
7 Series	2,014	Africa	Blue	Petrol	Automatic	4.9	167,896	84,491	2,913	Low
i3	2,023	Middle East	Silver	Hybrid	Automatic	2.8	140,705	51,741	1,888	Low
7 Series	2,011	Middle East	White	Diesel	Manual	3.8	107,057	118,742	1,312	Low
M5	2,013	North America	Silver	Petrol	Manual	3.9	186,241	110,879	7,226	High
7 Series	2,013	South America	Silver	Hybrid	Manual	3.1	176,585	113,453	6,976	Low
7 Series	2,017	Middle East	Grey	Hybrid	Automatic	2.3	172,044	46,298	428	Low
i8	2,022	South America	Red	Petrol	Automatic	3	131,718	87,702	8,989	High
M3	2,016	Middle East	White	Diesel	Manual	3.2	109,790	119,285	8,063	High
X3	2,022	Africa	Silver	Petrol	Manual	4.8	50,847	35,777	1,982	Low
X6	2,014	South America	Red	Hybrid	Automatic	3.5	148,161	109,848	6,749	Low
i3	2,018	South America	Silver	Electric	Automatic	4.9	177,962	114,397	754	Low
X6	2,010	Asia	Grey	Electric	Automatic	3.5	57,270	81,207	9,203	High
3 Series	2,013	North America	Grey	Electric	Manual	2	125,092	48,152	7,258	High
3 Series	2,014	Africa	Black	Petrol	Automatic	2.8	22,320	41,436	499	Low
X6	2,017	Asia	Grey	Petrol	Automatic	4.3	11,843	112,166	8,856	High
X6	2,012	Asia	Silver	Petrol	Automatic	3	80,174	34,366	2,130	Low
M5	2,023	Asia	Silver	Electric	Automatic	1.8	31,096	41,060	4,346	Low
X1	2,021	North America	Silver	Electric	Manual	1.8	80,711	65,834	8,110	High
3 Series	2,014	Asia	Grey	Diesel	Automatic	2.3	145,612	78,191	9,660	High
5 Series	2,012	Middle East	Grey	Hybrid	Manual	3.5	112,319	100,477	8,312	High

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