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
3 Series	2,015	Africa	Red	Electric	Automatic	1.9	157,255	99,721	2,325	Low
5 Series	2,016	Europe	Grey	Petrol	Manual	4.1	34,504	107,917	9,574	High
i8	2,016	South America	Blue	Diesel	Automatic	2.8	4,133	81,251	8,328	High
5 Series	2,011	Asia	Blue	Petrol	Manual	3.2	159,173	107,011	8,721	High
i3	2,018	Africa	Black	Diesel	Manual	1.7	146,395	84,142	7,888	High
X6	2,013	Africa	Black	Diesel	Automatic	2.2	22,617	111,105	6,125	Low
7 Series	2,022	South America	Blue	Petrol	Manual	4.8	130,969	52,572	3,416	Low
M5	2,022	Asia	Red	Petrol	Automatic	3	152,191	102,913	8,595	High
X5	2,019	Europe	Silver	Hybrid	Automatic	1.6	97,533	97,118	2,215	Low
X5	2,018	Middle East	Silver	Petrol	Automatic	3.3	181,683	97,540	8,457	High
5 Series	2,024	Africa	Silver	Electric	Automatic	5	137,787	96,194	5,192	Low
5 Series	2,024	Europe	Red	Diesel	Automatic	2.7	37,102	82,928	6,818	Low
i8	2,021	Asia	Grey	Diesel	Manual	2	112,360	58,398	1,862	Low
7 Series	2,020	Europe	Silver	Electric	Automatic	3.8	58,458	92,194	349	Low
3 Series	2,024	North America	Silver	Petrol	Manual	4.7	52,215	66,864	3,961	Low
M5	2,019	Europe	Red	Hybrid	Automatic	4.5	145,930	38,803	9,562	High
7 Series	2,012	Africa	Blue	Petrol	Manual	3.8	118,419	53,751	3,530	Low
i3	2,014	Europe	Black	Electric	Automatic	2.1	179,088	106,187	8,760	High
M3	2,014	Middle East	Silver	Electric	Manual	4.2	52,833	61,145	5,722	Low
5 Series	2,016	Africa	Blue	Hybrid	Manual	4.4	84,018	113,485	6,894	Low
X3	2,021	Europe	Black	Diesel	Manual	4.5	40,639	63,439	2,002	Low
5 Series	2,013	Africa	Grey	Hybrid	Manual	2.9	90,934	80,360	4,184	Low
i3	2,020	Middle East	Blue	Diesel	Automatic	2.9	145,877	59,169	7,112	High
X3	2,024	Asia	White	Diesel	Manual	2	168,660	69,216	374	Low
X5	2,022	South America	Blue	Petrol	Manual	4.2	189,281	99,972	3,451	Low
X1	2,021	North America	Blue	Hybrid	Manual	4.1	73,525	84,047	4,686	Low
i8	2,013	Europe	Silver	Hybrid	Manual	1.8	57,706	90,616	7,824	High
M3	2,022	Middle East	Blue	Hybrid	Manual	1.6	96,236	88,035	9,069	High
5 Series	2,024	Middle East	Blue	Petrol	Manual	4.8	68,358	115,793	7,744	High
X3	2,022	Asia	Black	Hybrid	Automatic	1.6	93,310	34,486	8,327	High
X5	2,010	Africa	Black	Petrol	Manual	3.7	179,724	52,962	3,542	Low
X3	2,015	Middle East	Blue	Petrol	Manual	3.1	8,799	110,853	9,470	High
M3	2,013	Europe	Grey	Electric	Manual	4.2	148,856	48,164	2,573	Low
i8	2,020	Africa	Black	Electric	Automatic	1.8	162,386	49,746	1,632	Low
X1	2,024	Middle East	Blue	Hybrid	Manual	3.9	159,019	49,211	287	Low
X5	2,019	Asia	Silver	Diesel	Manual	3.7	33,319	91,188	4,915	Low
3 Series	2,019	Middle East	Red	Petrol	Manual	4.5	155,844	57,756	1,983	Low
X1	2,014	Europe	Blue	Diesel	Automatic	3.3	85,531	46,940	2,234	Low
5 Series	2,023	Africa	Black	Hybrid	Automatic	4	166,992	73,454	1,306	Low
5 Series	2,024	South America	White	Electric	Manual	3	199,463	56,433	106	Low
X3	2,024	Asia	Red	Diesel	Automatic	4.9	22,621	106,515	9,886	High
X3	2,020	Asia	White	Hybrid	Manual	3.5	57,021	88,205	4,010	Low
X6	2,018	North America	Grey	Hybrid	Manual	4.1	164,666	109,636	683	Low
i8	2,013	Africa	Black	Electric	Manual	1.8	192,522	45,396	2,907	Low
i8	2,010	Middle East	White	Hybrid	Automatic	3.1	29,804	53,625	9,341	High
7 Series	2,024	Europe	Silver	Petrol	Automatic	1.7	108,174	110,615	2,163	Low
i8	2,020	Africa	White	Diesel	Manual	1.9	135,011	106,441	6,185	Low
X3	2,018	North America	Red	Diesel	Manual	3.3	131,465	70,788	416	Low
3 Series	2,014	South America	Red	Diesel	Automatic	2.7	71,827	73,721	3,398	Low
i3	2,019	Europe	Blue	Petrol	Automatic	3.1	42,338	67,025	9,091	High
i8	2,022	Asia	Grey	Petrol	Automatic	3.2	49,887	41,076	3,715	Low
i3	2,021	Europe	Red	Diesel	Manual	2.1	105,018	79,200	4,284	Low
7 Series	2,022	Europe	Black	Electric	Automatic	2.8	195,634	100,995	9,526	High
M5	2,020	Asia	White	Electric	Manual	4.5	161,465	85,633	8,351	High
3 Series	2,016	Middle East	White	Petrol	Automatic	4.5	198,142	83,876	9,037	High
7 Series	2,012	Africa	Red	Electric	Automatic	3.2	45,835	113,426	1,065	Low
M5	2,013	Europe	Silver	Electric	Manual	4.1	104,493	68,376	5,883	Low
i8	2,021	Europe	Red	Diesel	Manual	4.1	143,724	103,505	3,727	Low
X6	2,019	South America	Silver	Diesel	Automatic	1.7	29,066	93,995	6,939	Low
5 Series	2,018	Europe	Grey	Electric	Manual	3.6	39,521	32,212	1,215	Low
M3	2,019	Middle East	Red	Hybrid	Automatic	4.3	5,707	48,603	7,324	High
M5	2,022	South America	Grey	Electric	Manual	3.6	42,827	116,609	7,673	High
M3	2,010	Asia	Black	Hybrid	Manual	3.4	1,038	82,135	4,915	Low
7 Series	2,021	Africa	White	Diesel	Manual	3.4	47,029	104,744	7,055	High
7 Series	2,020	Europe	White	Diesel	Manual	3.3	45,991	96,404	7,231	High
5 Series	2,014	North America	Red	Petrol	Automatic	4.2	70,674	101,175	2,864	Low
X6	2,017	South America	Blue	Electric	Manual	3.7	165,543	41,542	3,706	Low
X6	2,019	North America	Blue	Petrol	Manual	2.3	649	71,695	8,756	High
i8	2,016	South America	Silver	Electric	Manual	3	38,599	66,264	8,225	High
7 Series	2,023	Europe	Blue	Hybrid	Manual	3.4	172,949	44,060	7,256	High
M3	2,023	North America	Red	Petrol	Manual	3	149,139	104,912	6,582	Low
7 Series	2,013	North America	Grey	Hybrid	Automatic	2.3	138,948	32,122	1,836	Low
X5	2,016	Middle East	White	Hybrid	Manual	1.9	131,049	64,408	6,134	Low
i3	2,010	Asia	Grey	Hybrid	Manual	1.9	175,224	87,049	7,242	High
M5	2,015	Asia	Blue	Hybrid	Automatic	2.5	13,466	78,200	2,959	Low
3 Series	2,018	Middle East	Grey	Hybrid	Manual	2.9	109,859	38,456	1,915	Low
X5	2,012	Africa	Red	Petrol	Automatic	3.9	188,522	105,574	6,753	Low
X5	2,013	Europe	Red	Hybrid	Automatic	4.9	76,320	85,182	2,548	Low
X1	2,017	Middle East	Red	Hybrid	Automatic	4.6	85,081	97,049	2,632	Low
X5	2,021	Europe	Red	Hybrid	Automatic	4.3	108,734	89,350	5,716	Low
X3	2,014	South America	Grey	Electric	Automatic	4.3	60,534	47,577	1,880	Low
i8	2,014	South America	Silver	Electric	Automatic	3.6	45,197	113,224	5,419	Low
X3	2,024	Europe	White	Hybrid	Manual	2.4	80,341	32,599	7,020	High
i8	2,010	Middle East	Grey	Hybrid	Manual	3.2	171,883	113,508	1,629	Low
5 Series	2,015	North America	Silver	Petrol	Automatic	2	137,887	84,973	3,101	Low
i8	2,023	South America	Blue	Electric	Automatic	3.5	39,946	108,821	2,926	Low
M5	2,011	South America	White	Diesel	Automatic	1.6	120,412	75,014	8,851	High
M5	2,010	Middle East	White	Diesel	Manual	2.2	56,181	36,766	4,037	Low
X5	2,015	Europe	Black	Diesel	Manual	4	16,869	100,734	3,685	Low
i8	2,014	Europe	Blue	Petrol	Manual	2.5	101,724	94,506	2,559	Low
3 Series	2,022	North America	White	Diesel	Manual	3	157,641	39,022	3,191	Low
7 Series	2,014	Asia	Blue	Diesel	Manual	4.4	135,037	119,457	9,582	High
X3	2,018	South America	Red	Diesel	Manual	1.7	7,026	76,061	3,901	Low
i3	2,021	Middle East	Black	Petrol	Manual	1.6	39,027	48,038	2,648	Low
X6	2,024	South America	Silver	Hybrid	Manual	2.3	12,864	46,514	3,093	Low
X5	2,019	Europe	Red	Hybrid	Automatic	3.9	79,024	82,362	1,097	Low
X5	2,019	Asia	Grey	Petrol	Manual	2.3	131,677	79,599	6,005	Low
X5	2,022	Asia	Blue	Hybrid	Automatic	4.5	76,705	89,329	9,048	High
X6	2,012	North America	Blue	Petrol	Automatic	2.7	193,118	58,522	2,341	Low
3 Series	2,010	Africa	Grey	Petrol	Automatic	2.5	422	44,629	6,393	Low

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