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
5 Series	2,020	Middle East	Black	Electric	Manual	2	103,402	43,900	7,243	High
X5	2,022	Africa	Silver	Diesel	Manual	3.6	76,631	66,247	2,831	Low
X3	2,021	South America	Silver	Hybrid	Automatic	3.9	163,900	65,060	4,844	Low
M5	2,018	North America	Red	Electric	Manual	4	149,413	108,742	8,269	High
i8	2,013	Middle East	Black	Diesel	Automatic	3.4	16,054	82,944	2,375	Low
3 Series	2,017	North America	Red	Hybrid	Manual	4.8	184,972	111,559	6,676	Low
X6	2,012	South America	Red	Petrol	Manual	4.6	46,545	52,072	354	Low
X5	2,016	South America	Red	Electric	Manual	4.9	54,589	117,459	9,959	High
X1	2,012	South America	Grey	Petrol	Manual	2.9	73,269	58,239	3,922	Low
X3	2,021	Asia	Blue	Electric	Manual	4.6	59,233	102,173	2,212	Low
M5	2,024	Europe	Silver	Hybrid	Manual	4.2	194,626	87,136	3,783	Low
5 Series	2,024	South America	White	Petrol	Manual	2.7	78,205	49,192	7,949	High
5 Series	2,016	Africa	Red	Petrol	Manual	1.9	50,878	102,939	5,353	Low
i3	2,023	North America	Red	Hybrid	Manual	3.9	86,887	40,765	4,300	Low
M3	2,020	Africa	White	Diesel	Manual	2	91,767	119,508	6,311	Low
i3	2,019	Europe	Blue	Hybrid	Manual	2.5	176,710	113,804	9,429	High
7 Series	2,019	Europe	Black	Hybrid	Manual	3.3	179,976	71,021	496	Low
3 Series	2,020	Europe	Silver	Diesel	Automatic	3.9	62,140	53,082	6,679	Low
M3	2,020	South America	Blue	Petrol	Manual	4.7	170,289	33,213	315	Low
X3	2,015	Africa	Blue	Electric	Manual	3.6	25,786	86,114	6,873	Low
X5	2,011	Africa	White	Petrol	Manual	3.8	93,359	102,955	6,368	Low
X6	2,020	Africa	Grey	Hybrid	Automatic	2.6	51,728	106,992	5,982	Low
M5	2,012	South America	Silver	Hybrid	Manual	3.9	58,163	73,034	2,029	Low
7 Series	2,015	Europe	Silver	Petrol	Automatic	3	113,862	46,305	1,438	Low
i8	2,023	South America	Silver	Diesel	Manual	4.5	164,914	87,783	6,093	Low
5 Series	2,013	Africa	Red	Petrol	Manual	2.9	72,260	44,981	4,073	Low
7 Series	2,015	Asia	White	Electric	Manual	3.1	47,822	60,424	1,229	Low
i8	2,010	North America	Grey	Electric	Manual	3	87,489	46,783	8,853	High
X3	2,019	Middle East	Black	Petrol	Manual	4.3	2,744	67,907	2,160	Low
X5	2,021	Middle East	Red	Hybrid	Manual	4.8	19,342	77,202	7,256	High
M5	2,010	Africa	Red	Petrol	Automatic	2.6	166,500	39,545	4,659	Low
X6	2,012	Europe	Red	Diesel	Automatic	3.2	104,306	90,614	6,973	Low
M5	2,017	South America	Silver	Diesel	Automatic	4	139,905	103,034	5,373	Low
5 Series	2,017	South America	Red	Diesel	Automatic	4.6	159,960	54,352	9,826	High
X1	2,020	North America	Black	Petrol	Automatic	3.2	794	64,877	6,371	Low
X3	2,013	Middle East	Grey	Electric	Automatic	1.9	47,155	70,931	6,693	Low
M3	2,015	South America	White	Petrol	Manual	2.8	92,788	65,934	7,052	High
X3	2,024	Asia	Grey	Petrol	Automatic	3.4	72,564	59,627	290	Low
i8	2,017	South America	Blue	Petrol	Manual	3	197,650	34,818	2,924	Low
X5	2,016	South America	Red	Diesel	Manual	2.2	135,785	65,903	6,345	Low
M3	2,020	Middle East	Black	Petrol	Automatic	1.6	35,823	69,024	6,821	Low
M3	2,016	Africa	Silver	Diesel	Manual	3.9	90,269	97,123	6,202	Low
M3	2,022	Middle East	Blue	Hybrid	Automatic	5	70,128	79,840	8,547	High
3 Series	2,013	North America	Red	Petrol	Automatic	4.7	104,521	94,834	833	Low
i8	2,018	Europe	White	Diesel	Manual	3.9	106,462	86,544	8,402	High
7 Series	2,021	North America	Grey	Hybrid	Automatic	4.4	157,516	107,820	3,561	Low
X6	2,019	Asia	Black	Electric	Manual	2.4	79,500	42,500	9,894	High
3 Series	2,015	Middle East	Blue	Petrol	Automatic	3.7	75,674	57,842	1,571	Low
X6	2,023	Europe	Grey	Hybrid	Manual	1.7	179,629	84,555	2,017	Low
X3	2,021	North America	Grey	Electric	Manual	4	64,786	85,380	6,305	Low
i8	2,020	Asia	Silver	Electric	Automatic	4.9	86,162	113,872	8,778	High
3 Series	2,012	Middle East	White	Petrol	Automatic	4.5	115,172	64,926	6,705	Low
X5	2,014	Middle East	Blue	Hybrid	Manual	3.4	191,912	32,240	2,609	Low
M5	2,014	Middle East	White	Diesel	Manual	4.3	90,382	74,189	5,938	Low
7 Series	2,023	North America	Grey	Hybrid	Manual	4.8	179,819	76,460	9,042	High
X1	2,014	South America	Red	Petrol	Manual	2.3	10,595	113,256	465	Low
i8	2,017	South America	Grey	Hybrid	Automatic	4.3	46,875	64,430	3,772	Low
7 Series	2,018	North America	Red	Electric	Manual	2.4	186,929	115,991	6,025	Low
X6	2,022	Africa	Red	Hybrid	Manual	4.6	152,352	103,764	2,761	Low
M3	2,018	Africa	White	Petrol	Automatic	1.8	112,694	33,020	309	Low
X6	2,022	South America	Black	Hybrid	Manual	2.1	170,104	68,529	5,200	Low
X6	2,015	Africa	Silver	Diesel	Manual	4	152,917	107,039	7,057	High
X3	2,015	Asia	Silver	Petrol	Automatic	2.1	127,880	72,440	4,266	Low
3 Series	2,018	Middle East	Silver	Hybrid	Automatic	2.1	95,267	86,940	6,225	Low
5 Series	2,013	Africa	Blue	Petrol	Automatic	3.4	137,413	111,778	7,055	High
X6	2,015	Europe	Blue	Diesel	Automatic	4.4	33,409	115,842	8,233	High
7 Series	2,013	Africa	Blue	Petrol	Automatic	2.4	165,034	38,848	1,553	Low
7 Series	2,020	Europe	Grey	Diesel	Automatic	4.4	50,329	114,690	1,502	Low
3 Series	2,010	Africa	Silver	Hybrid	Manual	4.3	90,692	98,037	4,819	Low
X5	2,016	Asia	Grey	Electric	Automatic	3.5	42,262	46,573	9,486	High
X3	2,023	Europe	Red	Hybrid	Automatic	3.8	44,603	56,144	9,114	High
M5	2,019	Africa	White	Petrol	Manual	1.6	16,956	101,168	429	Low
i8	2,020	Africa	Red	Hybrid	Automatic	2.8	44,352	65,517	8,924	High
5 Series	2,021	Middle East	Silver	Diesel	Automatic	2.4	95,586	53,515	7,785	High
X3	2,015	Africa	White	Diesel	Automatic	2	198,644	107,978	9,994	High
X1	2,018	Middle East	White	Diesel	Automatic	2.9	194,600	51,033	494	Low
5 Series	2,016	Africa	Silver	Electric	Manual	2.7	67,936	61,799	3,909	Low
M3	2,022	Africa	Blue	Petrol	Manual	4.1	4,889	67,051	8,069	High
i8	2,016	Europe	Silver	Petrol	Automatic	3.6	31,704	71,113	9,815	High
M3	2,011	South America	Silver	Diesel	Automatic	4.7	40,716	109,264	9,430	High
M5	2,021	Asia	Black	Petrol	Automatic	2	157,071	91,921	3,784	Low
X5	2,020	Africa	Grey	Diesel	Automatic	1.7	139,563	94,929	4,043	Low
5 Series	2,024	South America	White	Petrol	Automatic	3.4	196,765	106,198	8,956	High
X1	2,018	Europe	Grey	Petrol	Manual	1.5	20,609	89,131	3,455	Low
X3	2,019	Middle East	Blue	Petrol	Automatic	4.3	86,851	119,226	916	Low
3 Series	2,018	Asia	Grey	Petrol	Manual	3.3	138,444	34,899	4,218	Low
M3	2,015	Asia	Black	Diesel	Automatic	3.2	180,773	105,345	547	Low
i3	2,022	South America	White	Petrol	Manual	2.8	89,552	83,217	9,363	High
X1	2,012	South America	Red	Petrol	Manual	2.8	25,750	94,053	3,710	Low
X6	2,010	North America	Grey	Hybrid	Manual	3	26,652	105,413	2,709	Low
M3	2,013	South America	Black	Petrol	Automatic	1.6	33,848	52,038	5,932	Low
i8	2,023	Europe	Grey	Petrol	Automatic	1.8	24,776	86,945	4,832	Low
7 Series	2,023	Asia	Red	Hybrid	Manual	3.3	151,361	76,968	4,574	Low
i3	2,012	Middle East	Grey	Hybrid	Automatic	2	1,244	43,698	7,993	High
X5	2,023	North America	Blue	Petrol	Automatic	4.2	45,904	118,362	2,250	Low
i3	2,021	Asia	Silver	Electric	Manual	2.5	142,925	113,477	8,625	High
7 Series	2,010	Asia	Red	Diesel	Manual	1.8	15,961	39,878	2,593	Low
7 Series	2,012	North America	Grey	Petrol	Manual	2.3	45,793	76,129	7,658	High
X1	2,023	Europe	Blue	Hybrid	Automatic	2.7	186,306	33,369	8,899	High
i3	2,023	Africa	Blue	Hybrid	Automatic	1.6	116,196	78,375	7,243	High

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