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	2,020	South America	Silver	Electric	Automatic	4.4	98,631	70,446	6,990	Low
X5	2,024	Middle East	White	Diesel	Manual	4.5	31,697	90,872	6,154	Low
i8	2,017	Asia	Blue	Hybrid	Automatic	3.7	86,341	79,315	1,342	Low
i8	2,012	Africa	Grey	Hybrid	Automatic	4.7	191,629	39,876	9,528	High
X6	2,016	North America	White	Diesel	Automatic	4.3	139,894	111,521	8,482	High
M5	2,020	North America	Blue	Diesel	Automatic	2.3	28,934	64,804	6,200	Low
M5	2,017	Asia	White	Diesel	Automatic	4.3	136,568	57,919	4,639	Low
7 Series	2,019	North America	White	Diesel	Automatic	4.8	163,410	97,624	7,443	High
X5	2,020	Asia	Silver	Diesel	Automatic	2	9,618	64,297	8,497	High
X5	2,023	Africa	Red	Petrol	Manual	4.9	188,189	119,455	5,897	Low
X3	2,012	Africa	Black	Electric	Automatic	1.6	101,546	108,134	7,766	High
X5	2,011	Africa	White	Diesel	Manual	3.3	26,973	62,091	4,974	Low
M3	2,019	Europe	White	Electric	Manual	4.2	7,694	54,257	3,108	Low
5 Series	2,022	Middle East	White	Electric	Automatic	4.3	80,815	55,125	9,779	High
X1	2,016	Africa	Red	Diesel	Automatic	4.1	5,916	42,215	8,878	High
X6	2,021	South America	Black	Petrol	Automatic	3.4	193,184	39,297	1,671	Low
X5	2,018	Asia	Blue	Hybrid	Manual	3.8	122,662	41,428	905	Low
i8	2,010	Middle East	Red	Electric	Automatic	3.9	96,039	51,553	333	Low
X3	2,012	North America	Grey	Electric	Automatic	3.2	113,686	74,982	5,329	Low
X1	2,014	North America	Silver	Petrol	Automatic	3.6	54,781	79,403	7,120	High
3 Series	2,012	North America	Silver	Electric	Manual	4.5	192,982	35,824	1,575	Low
3 Series	2,010	Asia	Black	Petrol	Automatic	2.6	119,101	35,696	6,932	Low
M5	2,024	Middle East	Black	Electric	Automatic	3.3	140,991	85,851	8,628	High
X6	2,016	Africa	Grey	Electric	Automatic	1.5	131,172	113,595	349	Low
X6	2,016	North America	Red	Petrol	Automatic	3.9	64,118	50,580	6,819	Low
M5	2,019	Europe	Silver	Electric	Automatic	2.2	20,777	90,235	8,973	High
7 Series	2,021	Asia	Red	Hybrid	Automatic	3.2	78,173	52,836	4,957	Low
i8	2,017	Middle East	White	Petrol	Manual	2.2	23,375	52,701	2,800	Low
3 Series	2,014	Africa	Grey	Hybrid	Manual	1.6	29,018	83,456	5,899	Low
i8	2,019	Africa	White	Diesel	Manual	3.2	36,233	41,049	3,293	Low
5 Series	2,021	Europe	Red	Petrol	Automatic	3	196,670	46,527	5,499	Low
5 Series	2,014	North America	Blue	Diesel	Automatic	3	106,115	65,581	5,187	Low
M5	2,014	South America	Grey	Electric	Manual	2.2	192,509	103,836	1,856	Low
X1	2,010	North America	White	Petrol	Manual	4.8	173,523	54,389	6,913	Low
3 Series	2,019	Europe	Black	Hybrid	Manual	1.5	86,158	59,521	2,941	Low
M3	2,014	North America	Blue	Electric	Automatic	4.6	55,013	53,061	1,843	Low
i3	2,015	North America	Red	Hybrid	Manual	4.1	42,254	80,978	4,197	Low
M3	2,024	Asia	Red	Electric	Automatic	2.1	91,054	71,064	5,517	Low
X6	2,022	Africa	Blue	Diesel	Manual	3.2	12,688	78,200	7,384	High
i3	2,021	Asia	Silver	Diesel	Automatic	5	73,171	103,926	7,982	High
7 Series	2,010	South America	Red	Hybrid	Manual	3.8	148,733	37,412	7,035	High
X3	2,020	South America	White	Petrol	Automatic	1.9	77,104	77,167	6,264	Low
7 Series	2,016	Africa	Black	Hybrid	Manual	3.1	56,848	47,536	9,520	High
i3	2,010	Europe	Grey	Electric	Automatic	3.1	195,060	45,768	271	Low
i3	2,020	Europe	Black	Hybrid	Manual	4.3	5,899	75,286	8,259	High
X3	2,011	North America	Red	Petrol	Manual	4.7	73,226	106,900	9,652	High
X6	2,011	North America	Grey	Diesel	Automatic	1.8	126,173	62,096	144	Low
M3	2,014	Africa	Red	Hybrid	Manual	2.6	134,809	36,344	4,006	Low
3 Series	2,023	Middle East	Red	Hybrid	Manual	2.5	94,328	34,487	7,294	High
M3	2,019	South America	Grey	Diesel	Manual	5	42,863	92,271	1,219	Low
i8	2,022	Africa	White	Petrol	Manual	3.5	76,120	113,941	5,947	Low
7 Series	2,016	Asia	Blue	Electric	Manual	4.6	34,220	58,918	9,847	High
7 Series	2,010	South America	Blue	Petrol	Manual	3	70,608	111,271	1,091	Low
X6	2,019	Europe	Red	Electric	Automatic	4	197,045	67,558	7,863	High
i8	2,010	South America	Silver	Diesel	Automatic	2.5	106,344	80,201	6,722	Low
M5	2,010	South America	Blue	Hybrid	Automatic	4.7	35,834	33,156	8,987	High
3 Series	2,015	North America	Red	Diesel	Manual	3.1	107,505	70,548	7,392	High
M3	2,011	Europe	Silver	Electric	Manual	4.3	158,782	104,572	3,568	Low
X1	2,010	Africa	Blue	Hybrid	Manual	2.4	104,985	60,562	2,858	Low
i8	2,015	North America	Black	Electric	Manual	3.9	167,618	67,293	8,360	High
X3	2,023	Europe	Blue	Electric	Automatic	2.9	148,724	31,333	2,026	Low
M3	2,011	Asia	Blue	Electric	Manual	1.6	36,922	79,404	4,921	Low
i8	2,015	Asia	Red	Hybrid	Automatic	2.9	18,041	38,916	5,727	Low
7 Series	2,019	Asia	Grey	Hybrid	Automatic	3.4	53,546	78,816	5,326	Low
i3	2,017	Middle East	White	Petrol	Manual	2	197,751	45,836	6,035	Low
M3	2,011	North America	Red	Diesel	Manual	2.1	115,611	74,660	171	Low
X1	2,020	South America	Grey	Petrol	Manual	3.1	192,283	101,341	3,519	Low
M5	2,018	Asia	Silver	Hybrid	Manual	2.7	41,378	103,050	6,990	Low
3 Series	2,017	Europe	Red	Diesel	Manual	3	35,206	71,088	695	Low
7 Series	2,021	Asia	Red	Electric	Manual	3.1	37,984	112,987	8,094	High
X6	2,019	Europe	Silver	Petrol	Automatic	2	199,663	101,299	3,158	Low
3 Series	2,010	South America	Red	Diesel	Manual	2.1	109,466	63,310	1,047	Low
7 Series	2,016	South America	Blue	Diesel	Manual	4.5	59,241	34,878	8,760	High
i8	2,023	Africa	Black	Petrol	Automatic	2.1	132,190	117,751	1,748	Low
X3	2,022	Middle East	White	Petrol	Automatic	3.8	104,622	66,846	3,724	Low
X1	2,019	Europe	Red	Petrol	Manual	3	152,196	58,549	2,832	Low
X5	2,015	Europe	Blue	Diesel	Manual	4.9	96,804	53,290	1,136	Low
7 Series	2,023	South America	Black	Diesel	Automatic	1.7	152,921	63,689	775	Low
i8	2,015	Middle East	White	Hybrid	Manual	4.4	182,901	117,361	6,145	Low
M5	2,015	Middle East	Red	Diesel	Automatic	3.2	152,810	63,804	3,905	Low
M3	2,015	Africa	Silver	Hybrid	Manual	1.5	87,108	47,373	7,785	High
i3	2,019	Africa	Silver	Petrol	Automatic	2.4	18,528	102,390	8,903	High
i8	2,016	Middle East	Silver	Petrol	Manual	2.9	1,342	109,521	5,143	Low
i8	2,021	Europe	Blue	Electric	Automatic	2.6	190,591	107,146	9,703	High
7 Series	2,012	North America	White	Hybrid	Automatic	2.8	155,626	36,742	5,559	Low
X3	2,023	North America	Grey	Electric	Manual	4.7	187,228	35,031	6,689	Low
X5	2,015	Middle East	Silver	Electric	Manual	2.8	130,449	37,375	2,434	Low
X1	2,012	Africa	Grey	Petrol	Automatic	3	190,882	107,994	3,320	Low
3 Series	2,016	Asia	Black	Hybrid	Automatic	4.2	172,425	53,126	3,146	Low
X1	2,016	South America	Silver	Electric	Manual	4.3	195,494	38,280	3,886	Low
X1	2,017	Europe	Black	Electric	Automatic	1.8	22,112	70,070	8,216	High
X1	2,011	South America	Black	Diesel	Manual	4	53,023	118,870	766	Low
5 Series	2,018	South America	White	Electric	Manual	3.2	198,889	89,585	8,761	High
7 Series	2,022	North America	Black	Electric	Manual	2	178,646	83,976	2,287	Low
X3	2,014	South America	Silver	Hybrid	Manual	2.4	128,960	92,143	2,098	Low
X6	2,018	Asia	Blue	Diesel	Manual	1.7	106,861	92,184	2,346	Low
X5	2,019	Europe	Red	Diesel	Manual	2.8	104,995	117,761	9,322	High
X5	2,014	North America	Grey	Petrol	Manual	2.4	102,554	35,251	9,201	High
X6	2,016	Africa	Red	Petrol	Manual	2.8	16,431	71,421	3,034	Low
X1	2,020	Asia	Red	Hybrid	Automatic	3.5	145,574	42,660	8,311	High

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