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
X6	2,018	Europe	White	Electric	Automatic	1.5	162,602	84,287	1,424	Low
3 Series	2,013	Middle East	Grey	Diesel	Automatic	3.9	122,527	94,417	156	Low
M5	2,020	North America	Black	Petrol	Manual	2.2	90,617	112,475	5,386	Low
X3	2,021	South America	Silver	Hybrid	Automatic	1.9	41,096	76,894	8,500	High
5 Series	2,016	North America	Silver	Petrol	Automatic	2.6	76,406	30,279	4,445	Low
X3	2,018	Asia	Silver	Petrol	Manual	3.8	7,806	31,701	527	Low
i8	2,010	North America	Grey	Electric	Automatic	3	37,661	40,953	4,475	Low
X3	2,021	Asia	White	Hybrid	Automatic	2.7	149,296	42,427	3,711	Low
X6	2,019	Europe	Red	Diesel	Automatic	4	30,976	30,905	1,620	Low
7 Series	2,018	Middle East	Black	Hybrid	Manual	4.3	1,072	109,636	9,237	High
X3	2,013	Asia	Grey	Petrol	Automatic	4.5	63,455	102,826	5,367	Low
M5	2,021	South America	Black	Hybrid	Manual	3.1	92,068	54,632	3,083	Low
7 Series	2,017	Asia	Black	Hybrid	Automatic	4	131,133	107,554	3,278	Low
i8	2,012	Middle East	Red	Electric	Manual	4.6	103,185	73,537	3,865	Low
X3	2,011	North America	White	Petrol	Automatic	4.7	67,173	43,122	9,587	High
X1	2,022	Africa	Silver	Diesel	Manual	3.2	108,501	40,567	4,195	Low
i8	2,021	Europe	White	Diesel	Automatic	2.7	125,561	47,888	7,280	High
3 Series	2,017	North America	Red	Electric	Automatic	4.7	12,265	37,348	4,382	Low
3 Series	2,017	Asia	Black	Diesel	Automatic	2.4	21,108	39,873	3,397	Low
5 Series	2,012	South America	Red	Petrol	Automatic	4.3	118,740	87,277	1,065	Low
M5	2,022	North America	Black	Electric	Automatic	4.7	131,709	81,975	434	Low
5 Series	2,017	Middle East	Silver	Diesel	Automatic	4.1	69,055	86,210	5,275	Low
M3	2,020	Europe	Red	Hybrid	Automatic	3.9	107,587	107,328	1,248	Low
X1	2,020	South America	Black	Electric	Manual	1.7	19,723	45,833	8,096	High
3 Series	2,015	Africa	Grey	Electric	Automatic	2.2	179,279	59,130	1,201	Low
X1	2,019	Middle East	Red	Diesel	Automatic	3.8	11,327	107,629	8,973	High
3 Series	2,018	Africa	Grey	Hybrid	Manual	4.2	35,804	84,539	9,610	High
X5	2,019	North America	Red	Diesel	Automatic	1.7	66,520	109,089	1,213	Low
7 Series	2,022	South America	Grey	Petrol	Manual	1.6	146,124	89,422	5,300	Low
i8	2,015	Europe	Red	Electric	Automatic	2.6	149,907	72,531	6,158	Low
5 Series	2,017	Asia	Silver	Petrol	Automatic	3.8	7,030	100,815	7,867	High
X5	2,011	Africa	Red	Electric	Automatic	3.3	59,645	46,013	4,170	Low
i3	2,010	Europe	Blue	Diesel	Automatic	1.5	125,002	88,610	2,535	Low
X1	2,019	North America	White	Diesel	Manual	2	180,315	107,370	9,754	High
X1	2,019	Africa	Silver	Petrol	Automatic	4.1	199,058	66,041	5,048	Low
i3	2,011	South America	Red	Electric	Automatic	2.5	106,705	66,342	3,205	Low
M3	2,021	Asia	Red	Hybrid	Automatic	1.9	2,224	32,286	4,759	Low
i8	2,013	Africa	Black	Petrol	Manual	1.7	67,356	78,570	6,264	Low
X6	2,019	Africa	Blue	Petrol	Manual	4.5	129,299	42,773	4,212	Low
5 Series	2,018	Europe	Grey	Electric	Manual	3.2	136,475	54,989	2,714	Low
X3	2,016	North America	Blue	Electric	Automatic	3.3	47,239	34,867	7,738	High
X3	2,018	Asia	Red	Electric	Manual	1.7	58,215	97,907	1,175	Low
5 Series	2,018	North America	Grey	Electric	Automatic	3.2	50,599	66,808	6,841	Low
7 Series	2,018	South America	Red	Electric	Manual	3.8	126,903	103,059	5,796	Low
7 Series	2,017	North America	Blue	Diesel	Automatic	1.9	142,690	85,277	6,357	Low
3 Series	2,015	Africa	Blue	Electric	Manual	4.7	56,900	54,421	2,942	Low
X1	2,023	North America	Silver	Hybrid	Manual	4.2	138,920	83,944	8,877	High
M5	2,020	South America	Silver	Petrol	Manual	4.3	148,184	95,135	8,137	High
3 Series	2,019	Middle East	Blue	Electric	Manual	3.4	96,454	91,087	3,662	Low
M5	2,016	Africa	Grey	Petrol	Manual	2.7	83,995	111,375	3,574	Low
X6	2,024	Asia	White	Hybrid	Manual	3.7	40,216	47,927	5,695	Low
3 Series	2,011	Europe	Silver	Hybrid	Manual	2.3	71,481	69,850	8,043	High
X1	2,020	North America	Blue	Petrol	Automatic	2	65,755	30,319	8,995	High
5 Series	2,010	South America	Silver	Diesel	Automatic	3.4	72,565	88,684	4,752	Low
M3	2,022	Europe	Grey	Electric	Manual	3.2	46,053	38,481	5,987	Low
M3	2,014	North America	Red	Petrol	Manual	2	17,484	72,519	9,368	High
3 Series	2,017	Asia	Grey	Diesel	Manual	3.4	18,653	34,869	7,267	High
X3	2,012	Europe	Red	Diesel	Automatic	3.4	86,118	37,029	349	Low
3 Series	2,016	Middle East	Silver	Hybrid	Manual	4.6	45,639	77,891	8,493	High
7 Series	2,014	Europe	Black	Hybrid	Manual	4.2	177,474	66,458	9,238	High
i3	2,021	North America	Red	Electric	Automatic	2.3	128,847	41,948	4,134	Low
M5	2,019	Europe	Blue	Hybrid	Manual	4.4	184,783	100,521	4,481	Low
i3	2,022	North America	Silver	Petrol	Manual	4.9	50,646	36,652	1,055	Low
X3	2,017	Asia	Grey	Diesel	Automatic	4	36,233	41,510	4,851	Low
X1	2,015	North America	Grey	Diesel	Manual	4.3	109,829	108,731	1,260	Low
5 Series	2,015	South America	Silver	Diesel	Manual	2.4	111,954	47,418	5,736	Low
X6	2,016	Asia	Black	Diesel	Manual	5	70,105	54,810	5,223	Low
M3	2,016	Europe	Black	Diesel	Manual	2.1	73,306	55,039	1,569	Low
3 Series	2,013	South America	White	Electric	Automatic	4.1	15,507	39,748	5,873	Low
3 Series	2,019	North America	Grey	Electric	Manual	2.9	171,397	90,007	5,870	Low
M5	2,021	Asia	Silver	Hybrid	Manual	2.7	102,992	87,757	7,116	High
i8	2,019	Middle East	Silver	Petrol	Automatic	2.5	120,861	76,917	8,674	High
X3	2,019	Asia	Grey	Petrol	Manual	3	50,703	83,996	720	Low
i3	2,024	Europe	Red	Hybrid	Manual	4.3	76,952	58,550	2,790	Low
X6	2,022	South America	Red	Petrol	Manual	4.8	137,650	115,615	9,876	High
7 Series	2,017	Middle East	Red	Petrol	Manual	3	156,943	73,189	5,417	Low
i3	2,015	South America	Silver	Hybrid	Automatic	3.8	72,773	83,367	5,701	Low
5 Series	2,020	Europe	Red	Diesel	Manual	4.3	26,566	84,682	6,299	Low
X5	2,022	Middle East	Red	Hybrid	Manual	1.8	32,187	80,387	7,075	High
i3	2,017	Middle East	Grey	Petrol	Manual	4.9	181,215	59,344	906	Low
3 Series	2,016	Middle East	Red	Electric	Manual	2.2	39,862	64,512	4,616	Low
X3	2,010	Europe	Grey	Hybrid	Automatic	4.7	181,939	116,654	6,005	Low
X3	2,013	North America	Grey	Petrol	Manual	5	195,767	55,619	8,029	High
M5	2,016	Europe	Black	Hybrid	Automatic	1.9	74,000	93,991	9,810	High
X3	2,018	Europe	Red	Hybrid	Automatic	4.6	126,490	91,029	7,588	High
i8	2,011	Middle East	Grey	Hybrid	Manual	3.7	166,402	35,219	5,153	Low
M3	2,024	Asia	White	Petrol	Automatic	4.4	71,009	45,400	9,039	High
X3	2,014	Middle East	Red	Petrol	Automatic	1.9	11,676	72,876	391	Low
3 Series	2,018	Asia	Grey	Diesel	Manual	4.4	66,551	66,174	8,865	High
X6	2,018	Europe	Black	Petrol	Automatic	3.7	134,403	37,179	9,749	High
3 Series	2,015	Middle East	Blue	Petrol	Automatic	3.3	10,067	51,895	8,210	High
i3	2,016	South America	Grey	Hybrid	Manual	3.5	10,315	90,885	352	Low
M5	2,018	South America	White	Hybrid	Automatic	4.1	76,130	109,196	1,107	Low
X5	2,023	Africa	Silver	Electric	Manual	2.5	177,993	36,770	7,150	High
i3	2,023	South America	Silver	Petrol	Automatic	4.8	23,565	73,147	6,054	Low
X1	2,019	North America	White	Petrol	Manual	2.6	149,525	71,480	138	Low
M3	2,017	North America	Red	Electric	Automatic	4.6	178,664	93,341	4,761	Low
X5	2,023	Asia	Grey	Diesel	Manual	1.5	85,527	68,669	3,513	Low
X3	2,019	Europe	Red	Diesel	Automatic	4.7	144,906	95,057	2,691	Low
3 Series	2,015	South America	Red	Diesel	Automatic	4.5	10,195	38,677	9,543	High

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