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
X3	2,017	Africa	Red	Petrol	Manual	2.7	2,455	31,529	1,093	Low
i8	2,015	North America	White	Petrol	Automatic	4.7	87,485	106,225	4,259	Low
X3	2,016	Asia	Grey	Diesel	Manual	4.1	83,713	90,642	1,344	Low
5 Series	2,010	Asia	Grey	Hybrid	Manual	4.6	55,492	45,944	8,403	High
3 Series	2,023	South America	Red	Electric	Manual	4.4	46,947	102,752	1,228	Low
M3	2,010	North America	Red	Electric	Automatic	3.1	164,225	87,769	5,898	Low
5 Series	2,018	Africa	Grey	Petrol	Automatic	3.4	50,493	42,109	5,982	Low
3 Series	2,014	Middle East	Black	Hybrid	Automatic	2.1	1,546	110,191	9,670	High
i3	2,016	Middle East	Grey	Diesel	Manual	4	150,283	100,720	2,370	Low
M3	2,015	Asia	Grey	Hybrid	Manual	3	87,028	45,352	9,074	High
X5	2,013	Africa	Black	Diesel	Manual	2.1	34,642	99,873	4,169	Low
3 Series	2,010	Asia	Black	Hybrid	Manual	1.8	95,820	76,380	5,191	Low
X1	2,013	Europe	White	Petrol	Manual	3.9	60,114	49,942	3,157	Low
X5	2,019	Africa	Blue	Petrol	Automatic	3.2	169,299	98,870	7,869	High
i3	2,019	South America	Black	Electric	Manual	1.5	61,972	55,838	6,410	Low
7 Series	2,017	Europe	Black	Hybrid	Manual	4.4	137,374	109,355	8,958	High
M5	2,022	Middle East	Red	Hybrid	Manual	3.7	8,004	85,639	9,940	High
3 Series	2,021	Europe	Grey	Hybrid	Automatic	1.6	150,183	52,254	8,760	High
M3	2,020	Asia	Blue	Electric	Automatic	2.6	193,537	56,812	1,977	Low
M3	2,022	Europe	Red	Hybrid	Automatic	4	110,858	30,576	323	Low
i8	2,010	Africa	Grey	Petrol	Automatic	1.7	108,211	109,030	9,243	High
i3	2,011	Europe	Silver	Electric	Automatic	4.1	144,919	108,250	3,183	Low
i3	2,017	Europe	Silver	Electric	Automatic	3.3	54,959	75,374	7,102	High
3 Series	2,024	South America	Red	Petrol	Automatic	4.2	153,917	112,489	5,799	Low
7 Series	2,011	Middle East	White	Hybrid	Manual	4.5	152,065	99,918	4,138	Low
i3	2,020	Middle East	Blue	Petrol	Automatic	4.2	31,961	56,614	2,442	Low
X1	2,022	Europe	Grey	Hybrid	Manual	1.8	166,672	107,386	6,695	Low
X1	2,021	Europe	Black	Petrol	Manual	3.1	77,627	114,831	7,049	High
X3	2,024	South America	Blue	Electric	Automatic	2.6	11,446	51,398	5,395	Low
X5	2,019	North America	Blue	Electric	Manual	3.3	78,794	97,166	7,382	High
i3	2,018	North America	Black	Petrol	Automatic	4.9	23,415	71,634	7,804	High
M5	2,012	Europe	Silver	Electric	Manual	1.9	29,110	112,874	6,441	Low
X1	2,012	Asia	White	Electric	Automatic	4.5	82,291	117,901	3,300	Low
X1	2,015	Asia	Black	Hybrid	Automatic	5	1,518	32,253	5,255	Low
i8	2,012	Europe	Black	Electric	Manual	5	62,540	52,070	832	Low
5 Series	2,018	Asia	Red	Diesel	Automatic	4.3	41,689	97,227	3,608	Low
7 Series	2,020	Europe	Grey	Electric	Manual	3.1	118,419	71,977	5,932	Low
X6	2,017	Middle East	White	Diesel	Manual	2.1	119,161	31,876	1,138	Low
X1	2,013	Europe	Grey	Hybrid	Manual	3.6	68,159	59,292	233	Low
i3	2,015	Asia	Red	Electric	Manual	3.6	65,898	61,634	2,987	Low
X6	2,017	Europe	Blue	Electric	Automatic	2.6	80,211	63,645	4,623	Low
7 Series	2,013	Asia	Blue	Diesel	Manual	3.7	53,869	118,945	7,569	High
3 Series	2,024	Europe	Silver	Hybrid	Automatic	1.9	76,618	92,351	4,427	Low
7 Series	2,022	Middle East	Grey	Hybrid	Manual	3.7	188,443	76,434	8,224	High
i8	2,014	Africa	Grey	Petrol	Automatic	4.6	50,378	98,930	1,779	Low
X3	2,016	Middle East	Blue	Electric	Manual	3.2	16,968	36,532	964	Low
M3	2,017	Asia	Black	Petrol	Automatic	4.2	68,899	38,857	5,042	Low
X5	2,016	Europe	Red	Petrol	Automatic	3.7	167,834	55,307	3,258	Low
X3	2,017	Middle East	Red	Hybrid	Automatic	1.5	168,069	36,683	1,545	Low
X1	2,013	South America	Grey	Diesel	Manual	1.9	20,748	34,300	8,786	High
X5	2,010	Middle East	Black	Petrol	Manual	4.2	108,396	35,873	945	Low
X5	2,015	Africa	Blue	Electric	Automatic	1.6	56,446	30,950	4,375	Low
7 Series	2,014	Africa	Black	Electric	Manual	4.8	56,366	38,857	3,135	Low
X6	2,020	Africa	Blue	Petrol	Manual	4.6	51,958	62,871	2,615	Low
M3	2,024	Africa	Blue	Electric	Automatic	2.8	86,228	38,003	5,911	Low
M5	2,013	North America	Red	Diesel	Automatic	2.6	166,295	41,232	7,807	High
M3	2,011	Asia	White	Diesel	Manual	3.6	12,618	92,449	9,605	High
X3	2,010	Middle East	White	Diesel	Automatic	3.6	19,500	80,694	5,185	Low
5 Series	2,018	Europe	Silver	Hybrid	Automatic	1.8	50,777	101,020	118	Low
X1	2,021	Europe	Black	Petrol	Manual	2.3	166,447	47,748	1,406	Low
X1	2,011	South America	Blue	Hybrid	Manual	3.7	121,129	70,691	8,713	High
7 Series	2,018	Middle East	Black	Electric	Automatic	4.3	190,522	106,137	6,796	Low
X1	2,015	Middle East	Blue	Diesel	Automatic	2.2	153,884	42,624	8,545	High
7 Series	2,022	Asia	Silver	Diesel	Automatic	4	116,803	30,161	8,166	High
X6	2,015	Europe	Blue	Electric	Manual	4.5	163,313	103,004	5,022	Low
X6	2,011	Middle East	Red	Petrol	Automatic	1.9	593	85,339	9,261	High
3 Series	2,015	Africa	Grey	Hybrid	Manual	3	26,425	82,484	3,728	Low
M5	2,012	Asia	Silver	Hybrid	Automatic	4.5	144,507	49,244	2,917	Low
X3	2,024	Europe	White	Petrol	Manual	2.8	44,683	33,558	2,601	Low
X1	2,016	Asia	Black	Petrol	Automatic	2.4	114,847	53,269	8,973	High
7 Series	2,022	Asia	Silver	Petrol	Manual	4.1	26,363	34,647	7,131	High
5 Series	2,019	South America	Black	Petrol	Automatic	2.9	92,510	88,904	4,471	Low
i8	2,013	Middle East	White	Hybrid	Manual	4	97,543	46,547	4,894	Low
M3	2,018	Middle East	Red	Diesel	Manual	1.9	192,344	30,811	2,308	Low
7 Series	2,014	Middle East	Red	Petrol	Automatic	3.4	89,470	36,548	9,542	High
M3	2,021	Middle East	Silver	Diesel	Manual	2.8	113,418	72,066	3,931	Low
i8	2,019	Africa	Silver	Electric	Automatic	5	106,265	37,188	9,314	High
i3	2,012	Asia	Grey	Electric	Manual	3.6	110,120	60,045	8,965	High
i3	2,010	Europe	Silver	Electric	Manual	3.9	38,587	34,345	2,869	Low
3 Series	2,010	Europe	Grey	Petrol	Manual	2	6,546	71,897	6,116	Low
i3	2,022	Asia	White	Hybrid	Automatic	5	38,575	112,981	6,123	Low
M3	2,013	Europe	Silver	Hybrid	Manual	1.7	128,784	47,367	3,936	Low
M3	2,024	Asia	Silver	Hybrid	Automatic	1.7	198,846	85,034	7,888	High
3 Series	2,019	South America	Silver	Hybrid	Automatic	1.8	123,127	63,197	3,146	Low
5 Series	2,019	North America	White	Diesel	Manual	4.5	48,562	31,520	7,108	High
M3	2,013	North America	Blue	Diesel	Automatic	4.1	187,308	72,924	8,236	High
X3	2,018	Middle East	Grey	Petrol	Manual	4.9	16,401	66,446	9,916	High
M3	2,017	Asia	Black	Hybrid	Manual	1.7	9,311	56,421	1,216	Low
X5	2,013	South America	Grey	Hybrid	Manual	3.9	177,571	73,736	2,041	Low
5 Series	2,015	Africa	Grey	Electric	Manual	3.4	148,049	90,050	7,710	High
3 Series	2,016	North America	Grey	Petrol	Automatic	3.7	199,549	73,173	9,181	High
X5	2,019	Asia	White	Diesel	Automatic	3.3	162,639	33,217	1,904	Low
i3	2,017	Middle East	Blue	Petrol	Automatic	3.9	79,874	115,046	9,015	High
5 Series	2,013	Europe	Grey	Petrol	Manual	4.7	155,013	80,263	3,700	Low
5 Series	2,010	North America	Silver	Petrol	Manual	3.6	56,672	32,990	1,575	Low
i3	2,014	Asia	Red	Hybrid	Manual	4.6	151,030	42,932	8,182	High
i3	2,023	Middle East	Silver	Electric	Manual	4.2	147,396	48,714	9,816	High
5 Series	2,010	Middle East	Red	Petrol	Automatic	4.5	174,939	46,126	8,280	High
i3	2,020	Asia	White	Electric	Automatic	3.8	3,379	58,566	9,486	High
X1	2,020	North America	Blue	Diesel	Manual	3.3	171,003	77,492	1,764	Low

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