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
i8	2,018	North America	White	Electric	Manual	3.2	86,800	57,498	3,212	Low
5 Series	2,012	Africa	Black	Hybrid	Automatic	4.7	184,706	51,944	8,259	High
i3	2,012	Middle East	Red	Electric	Automatic	4.8	118,603	56,924	6,235	Low
i8	2,024	South America	Silver	Diesel	Manual	3.1	53,434	64,882	1,125	Low
X3	2,019	Europe	Grey	Hybrid	Automatic	3.3	21,231	38,982	6,683	Low
5 Series	2,016	Asia	White	Petrol	Automatic	1.9	96,922	89,323	419	Low
X3	2,011	South America	Blue	Electric	Manual	2.6	7,694	85,726	4,592	Low
3 Series	2,018	Europe	Red	Petrol	Automatic	3.3	83,684	104,900	3,022	Low
i3	2,017	North America	White	Electric	Automatic	2.2	49,704	113,298	668	Low
X5	2,021	Asia	Black	Petrol	Manual	3.5	4,802	78,399	4,718	Low
X6	2,023	North America	White	Hybrid	Automatic	3.9	86,404	63,068	4,499	Low
5 Series	2,015	North America	Grey	Electric	Automatic	3.8	115,134	105,342	7,051	High
7 Series	2,023	North America	Red	Hybrid	Automatic	3	179,041	104,538	8,765	High
i3	2,022	South America	Black	Petrol	Manual	4.2	147,596	91,853	7,037	High
3 Series	2,018	Africa	White	Diesel	Manual	2.6	150,104	112,888	9,284	High
X6	2,020	Middle East	Blue	Diesel	Automatic	3.1	31,501	48,875	3,259	Low
5 Series	2,012	Africa	White	Petrol	Manual	2.4	192,764	93,013	3,890	Low
i3	2,013	Africa	Black	Hybrid	Automatic	3.6	112,375	80,274	5,828	Low
X6	2,016	Africa	Grey	Hybrid	Manual	3	61,164	52,783	649	Low
i3	2,010	South America	Silver	Petrol	Automatic	2.3	33,666	107,696	8,772	High
5 Series	2,022	Asia	Black	Electric	Automatic	2.6	170,882	75,161	8,694	High
X3	2,010	North America	Blue	Electric	Manual	2.5	114,220	71,638	9,392	High
5 Series	2,010	Middle East	White	Diesel	Manual	4.7	73,197	98,048	2,584	Low
i3	2,021	North America	Silver	Petrol	Automatic	3.3	61,969	86,489	9,864	High
M3	2,017	Europe	Grey	Diesel	Automatic	3.8	9,695	87,215	3,422	Low
X6	2,022	Africa	Black	Electric	Manual	4.8	87,651	95,088	9,900	High
3 Series	2,015	North America	White	Electric	Manual	2.1	6,955	113,388	8,305	High
X5	2,012	Middle East	Grey	Diesel	Manual	4.8	188,764	86,677	7,476	High
i3	2,019	North America	Blue	Electric	Automatic	3.4	13,670	88,124	2,277	Low
M5	2,016	Middle East	Black	Petrol	Manual	4.5	149,796	38,374	4,961	Low
i3	2,015	Europe	White	Electric	Automatic	2.1	67,682	67,658	7,958	High
X5	2,014	Europe	Blue	Diesel	Manual	2.5	71,962	82,715	1,085	Low
M3	2,012	Asia	White	Petrol	Manual	2.2	62,759	87,254	4,511	Low
3 Series	2,023	Asia	Blue	Hybrid	Manual	3.8	199,095	111,870	4,776	Low
i3	2,013	North America	Silver	Petrol	Automatic	2	104,355	51,418	6,441	Low
i3	2,024	Africa	Grey	Electric	Automatic	4.3	119,015	94,219	1,396	Low
X6	2,022	Asia	Black	Hybrid	Automatic	2.4	178,309	87,458	5,336	Low
M3	2,022	Asia	Blue	Electric	Automatic	2.4	88,518	37,727	4,694	Low
i8	2,020	South America	Silver	Petrol	Manual	2.5	110,797	79,587	2,465	Low
3 Series	2,020	Asia	White	Hybrid	Automatic	4.1	35,772	78,742	4,900	Low
i3	2,010	Middle East	Grey	Hybrid	Manual	4.7	151,194	100,911	9,537	High
i3	2,018	Africa	Black	Diesel	Automatic	4.7	39,657	89,627	4,555	Low
5 Series	2,014	Europe	Black	Electric	Automatic	1.9	163,837	114,454	8,438	High
i3	2,011	North America	Blue	Electric	Manual	2.4	106,539	46,552	1,074	Low
5 Series	2,021	North America	Silver	Hybrid	Manual	3.9	82,557	89,841	8,764	High
5 Series	2,020	North America	Grey	Petrol	Manual	3.7	122,053	98,335	2,362	Low
X5	2,018	Africa	Grey	Hybrid	Automatic	2.7	150,914	61,210	3,947	Low
X1	2,021	Africa	Grey	Hybrid	Manual	4.5	179,494	114,015	3,200	Low
M5	2,016	Asia	Black	Diesel	Manual	2	148,673	105,897	8,766	High
7 Series	2,023	South America	Grey	Hybrid	Automatic	3.7	72,937	89,669	9,228	High
X3	2,023	Middle East	Grey	Hybrid	Manual	2.5	142,480	109,762	6,877	Low
7 Series	2,017	Europe	White	Petrol	Manual	3.3	121,608	44,913	5,385	Low
7 Series	2,022	North America	White	Hybrid	Automatic	2.9	120,295	83,645	888	Low
i8	2,012	Asia	White	Diesel	Manual	4.9	33,928	77,875	2,946	Low
i3	2,023	Europe	Grey	Diesel	Manual	3.2	108,066	47,606	1,773	Low
3 Series	2,016	Middle East	Grey	Petrol	Automatic	4.9	80,648	103,507	9,815	High
7 Series	2,020	Middle East	Grey	Electric	Manual	2.4	57,867	73,328	1,232	Low
7 Series	2,010	Middle East	Silver	Electric	Manual	4.2	133,954	104,396	5,586	Low
i8	2,015	Europe	White	Diesel	Automatic	4	23,039	116,746	2,798	Low
3 Series	2,019	South America	Red	Hybrid	Automatic	4.5	145,108	110,658	7,665	High
X1	2,015	Middle East	Red	Diesel	Automatic	3.9	136,632	100,940	6,681	Low
3 Series	2,020	Europe	Silver	Hybrid	Manual	3.9	98,523	110,524	988	Low
X1	2,019	Africa	Grey	Electric	Automatic	3.8	106,410	33,956	9,711	High
i3	2,021	Europe	Grey	Electric	Automatic	4.9	23,445	90,093	6,608	Low
i8	2,015	Middle East	White	Diesel	Manual	2.3	159,163	58,751	828	Low
M5	2,012	South America	Red	Hybrid	Automatic	1.6	96,413	42,426	8,169	High
i8	2,015	Europe	Grey	Hybrid	Automatic	3.9	159,262	93,578	3,504	Low
i8	2,023	North America	Black	Electric	Automatic	2.1	82,255	114,264	5,437	Low
i3	2,012	Asia	Silver	Electric	Automatic	3.9	180,723	109,975	4,751	Low
X6	2,019	North America	Red	Petrol	Manual	2.6	66,274	66,346	190	Low
M5	2,018	North America	Red	Petrol	Automatic	1.7	112,704	115,949	245	Low
3 Series	2,016	Africa	White	Electric	Manual	4.2	192,072	118,680	5,917	Low
X6	2,023	Middle East	Blue	Hybrid	Automatic	1.7	71,360	34,266	9,427	High
i8	2,022	Asia	White	Diesel	Manual	2.3	33,494	40,087	438	Low
M5	2,013	Africa	White	Petrol	Automatic	2.7	115,876	113,486	250	Low
X5	2,012	North America	Silver	Diesel	Automatic	2	65,795	86,997	6,196	Low
M5	2,015	South America	White	Electric	Manual	4.7	147,721	42,254	3,528	Low
X1	2,024	Middle East	Black	Diesel	Manual	3.7	66,330	54,984	6,744	Low
5 Series	2,018	Africa	Silver	Electric	Manual	4.6	16,494	48,622	6,460	Low
X3	2,012	Europe	Red	Petrol	Manual	3.9	76,033	43,261	4,767	Low
X3	2,017	South America	Blue	Diesel	Manual	5	84,534	106,646	8,143	High
i3	2,015	Africa	Black	Petrol	Automatic	3.3	109,123	101,072	6,557	Low
X1	2,013	Europe	Blue	Hybrid	Automatic	1.7	98,727	93,635	4,749	Low
i8	2,014	North America	Black	Petrol	Automatic	2.1	199,303	107,961	312	Low
5 Series	2,012	Africa	Grey	Electric	Automatic	3.6	198,926	95,563	912	Low
i8	2,023	South America	Black	Electric	Automatic	2.7	3,132	54,684	6,812	Low
X3	2,011	South America	Red	Diesel	Manual	1.9	169,094	55,873	9,358	High
3 Series	2,018	Asia	Blue	Petrol	Automatic	2.3	143,740	30,891	4,036	Low
5 Series	2,022	Europe	Blue	Petrol	Manual	3.2	43,485	38,016	8,381	High
5 Series	2,012	Europe	Grey	Petrol	Manual	3.3	2,711	47,915	4,613	Low
7 Series	2,015	Asia	Red	Hybrid	Automatic	4.8	92,726	99,487	1,024	Low
i3	2,014	Asia	White	Electric	Manual	1.8	160,262	41,153	9,141	High
X5	2,019	Middle East	Blue	Diesel	Automatic	2.8	62,948	101,218	1,318	Low
M5	2,020	North America	Grey	Diesel	Automatic	3.3	30,207	73,083	8,834	High
3 Series	2,017	Asia	Black	Diesel	Automatic	1.9	193,737	105,639	8,661	High
i3	2,014	North America	Grey	Hybrid	Manual	3.9	50,178	76,714	6,805	Low
7 Series	2,020	Africa	Grey	Diesel	Automatic	3.3	692	79,220	3,735	Low
7 Series	2,017	Africa	Black	Diesel	Manual	3.1	28,557	81,926	1,323	Low
X3	2,020	Asia	Black	Electric	Automatic	3.8	115,324	111,609	2,813	Low
i8	2,014	Europe	White	Diesel	Automatic	2.5	194,383	99,902	625	Low

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