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
M3	2,013	North America	Black	Diesel	Automatic	1.7	154,710	39,048	7,976	High
M3	2,015	North America	Silver	Diesel	Automatic	4	148,854	100,658	6,584	Low
M5	2,020	Middle East	Silver	Diesel	Automatic	3.3	41,743	46,979	2,340	Low
X1	2,014	Asia	Grey	Diesel	Manual	1.5	57,271	104,117	5,232	Low
X5	2,018	South America	White	Hybrid	Automatic	2.6	140,558	43,058	7,903	High
X5	2,017	Asia	Black	Electric	Manual	4.1	16,622	94,370	5,344	Low
i8	2,018	Middle East	Red	Diesel	Automatic	2.2	30,056	57,150	4,833	Low
M3	2,019	Europe	Red	Diesel	Manual	4.9	170,191	73,623	8,644	High
X1	2,016	Europe	Red	Diesel	Manual	4.6	66,474	65,081	4,658	Low
M3	2,018	Africa	Grey	Electric	Manual	4.2	196,436	88,942	5,170	Low
X3	2,012	South America	Black	Electric	Manual	1.8	84,505	59,796	429	Low
M3	2,018	Asia	Silver	Hybrid	Manual	2.7	54,713	88,772	9,140	High
i3	2,011	North America	Blue	Hybrid	Automatic	2.5	197,922	85,629	8,448	High
X6	2,018	South America	Silver	Electric	Manual	2	130,092	47,607	5,439	Low
M5	2,022	Europe	White	Electric	Automatic	5	665	66,740	3,014	Low
7 Series	2,015	North America	White	Electric	Manual	2	93,167	98,516	8,112	High
X3	2,013	North America	Blue	Electric	Manual	2.6	18,882	110,930	559	Low
X3	2,021	Middle East	Black	Diesel	Automatic	4.6	182,639	74,603	7,467	High
i8	2,023	South America	Grey	Petrol	Automatic	2	140,550	109,754	3,023	Low
3 Series	2,021	North America	Red	Petrol	Automatic	3.1	24,342	30,785	3,941	Low
M3	2,022	South America	Black	Hybrid	Automatic	4.9	30,312	46,932	9,890	High
i3	2,020	North America	White	Diesel	Manual	2.4	137,106	98,457	1,971	Low
X6	2,011	Europe	Red	Petrol	Automatic	4	104,588	46,927	8,843	High
X1	2,022	South America	Blue	Diesel	Automatic	1.8	83,926	30,720	5,786	Low
5 Series	2,019	Asia	Blue	Diesel	Manual	3.6	161,344	87,921	1,887	Low
7 Series	2,012	Asia	Grey	Diesel	Automatic	2.7	71,045	31,371	6,160	Low
M5	2,014	Europe	Silver	Diesel	Manual	3.9	27,365	78,672	9,218	High
5 Series	2,018	Asia	Blue	Hybrid	Manual	3	177,115	35,669	4,935	Low
i3	2,016	Europe	White	Petrol	Manual	2.5	157,019	91,085	4,563	Low
X1	2,020	North America	Black	Hybrid	Automatic	3.4	128,079	112,275	9,855	High
X1	2,021	Asia	Blue	Hybrid	Automatic	2	162,676	86,601	8,030	High
M3	2,022	North America	Black	Hybrid	Automatic	4.4	185,183	119,960	4,816	Low
X5	2,020	North America	Blue	Hybrid	Automatic	4.1	126,998	76,039	1,566	Low
3 Series	2,012	North America	Grey	Hybrid	Automatic	3.4	6,461	69,728	1,459	Low
X1	2,022	Middle East	Black	Electric	Automatic	2.8	154,248	82,593	2,738	Low
5 Series	2,013	South America	Grey	Electric	Automatic	4.7	198,489	36,932	9,037	High
X3	2,023	Europe	Grey	Electric	Automatic	3.7	140,782	72,420	8,584	High
X6	2,021	Middle East	Silver	Electric	Manual	2.5	113,874	47,887	8,274	High
i3	2,020	Europe	Silver	Petrol	Manual	4.3	131,802	30,991	9,843	High
X5	2,011	North America	Silver	Petrol	Manual	3.7	86,824	82,825	6,395	Low
M5	2,023	Asia	White	Diesel	Automatic	1.9	83,276	84,481	4,607	Low
7 Series	2,017	Middle East	Blue	Petrol	Automatic	1.9	46,292	51,185	4,874	Low
M3	2,015	Asia	Grey	Hybrid	Automatic	4.8	155,625	80,450	3,339	Low
3 Series	2,012	Europe	Silver	Diesel	Manual	2.5	189,339	63,559	4,060	Low
X3	2,022	Asia	Grey	Petrol	Manual	3.8	85,118	68,145	6,645	Low
X5	2,014	Europe	White	Hybrid	Automatic	1.6	21,024	75,933	7,141	High
X1	2,014	South America	Red	Electric	Manual	3.4	33,336	69,713	9,606	High
i8	2,021	Middle East	Black	Petrol	Automatic	2.3	133,126	42,284	8,203	High
7 Series	2,010	Asia	Black	Diesel	Automatic	2	82,885	76,202	7,859	High
X5	2,022	Africa	Black	Diesel	Automatic	4.2	125,873	57,959	4,478	Low
5 Series	2,014	Asia	White	Electric	Manual	4.3	189,263	79,530	8,061	High
X6	2,015	North America	Grey	Petrol	Manual	4	60,993	89,695	455	Low
M3	2,019	South America	Silver	Diesel	Manual	1.5	195,288	82,455	1,023	Low
M5	2,019	North America	White	Electric	Automatic	2.5	181,042	40,504	4,602	Low
X5	2,020	Africa	Silver	Electric	Automatic	2.8	33,554	38,073	8,472	High
i8	2,020	Middle East	Blue	Petrol	Automatic	3.9	102,963	119,108	2,122	Low
7 Series	2,020	Africa	Grey	Electric	Manual	4.1	157,284	50,925	5,696	Low
3 Series	2,022	Middle East	Silver	Diesel	Automatic	3.7	120,772	52,513	3,859	Low
5 Series	2,011	South America	Silver	Hybrid	Manual	4.3	91,705	69,666	7,462	High
i8	2,012	Europe	Black	Electric	Manual	3	96,659	43,584	7,973	High
X6	2,019	Asia	Black	Hybrid	Manual	3.4	136,310	62,162	5,964	Low
i3	2,014	North America	Grey	Electric	Manual	1.7	196,118	104,637	3,837	Low
X3	2,023	Asia	White	Diesel	Manual	3	95,438	81,356	4,935	Low
X1	2,022	Africa	White	Electric	Manual	3	91,912	71,675	8,930	High
X5	2,012	Middle East	Red	Petrol	Manual	3.6	42,374	51,216	4,227	Low
X6	2,014	Europe	Silver	Hybrid	Automatic	2.8	6,884	51,846	2,560	Low
i3	2,014	Africa	Red	Petrol	Automatic	2.3	101,890	52,531	5,353	Low
M3	2,017	South America	Silver	Electric	Automatic	2.3	88,702	85,933	8,452	High
X3	2,019	North America	White	Diesel	Automatic	2	63,063	102,880	2,013	Low
M3	2,018	Asia	White	Petrol	Manual	4	69,521	53,203	885	Low
X5	2,017	Europe	White	Petrol	Automatic	3.7	441	40,357	402	Low
X6	2,021	Asia	Grey	Diesel	Manual	3.5	193,516	58,894	8,274	High
M3	2,012	Africa	Black	Petrol	Automatic	3.4	94,833	93,187	4,561	Low
X3	2,024	Asia	Red	Electric	Manual	2.8	138,832	86,075	9,547	High
M3	2,010	North America	Black	Hybrid	Automatic	4.2	27,568	82,611	3,824	Low
i8	2,023	Africa	Black	Petrol	Automatic	4.7	170,522	58,521	7,773	High
i8	2,024	Middle East	Red	Petrol	Manual	3	58,475	36,972	3,154	Low
X1	2,012	North America	Black	Petrol	Automatic	2.9	177,865	45,990	1,225	Low
X3	2,010	Africa	White	Hybrid	Manual	2.1	3,645	48,062	4,937	Low
3 Series	2,022	Africa	Black	Hybrid	Manual	3.8	61,331	70,353	6,900	Low
M3	2,020	Asia	Grey	Electric	Manual	3.5	192,767	113,970	7,035	High
3 Series	2,018	Asia	Silver	Petrol	Manual	5	61,358	86,998	723	Low
3 Series	2,021	Europe	White	Diesel	Automatic	3.5	62,228	112,652	724	Low
X6	2,022	South America	Red	Petrol	Manual	2.5	39,630	75,010	6,420	Low
i3	2,012	Asia	White	Hybrid	Automatic	3.5	28,298	41,985	6,600	Low
i8	2,023	Middle East	Black	Petrol	Automatic	4.9	36,617	64,379	7,579	High
M3	2,017	Europe	Silver	Diesel	Manual	4	22,029	39,705	9,123	High
3 Series	2,015	Middle East	Red	Electric	Automatic	2	153,784	49,455	4,362	Low
i8	2,012	Africa	Red	Electric	Automatic	2.7	162,159	38,852	2,838	Low
i3	2,018	North America	Silver	Diesel	Manual	2.5	104,702	34,882	4,164	Low
3 Series	2,017	South America	White	Petrol	Manual	4.5	133,807	115,263	9,090	High
7 Series	2,012	North America	White	Diesel	Automatic	3.6	100,509	82,901	7,957	High
7 Series	2,016	Middle East	Grey	Diesel	Automatic	4.3	190,350	61,918	6,486	Low
M5	2,014	Middle East	White	Diesel	Manual	2.1	41,013	108,178	3,682	Low
X3	2,011	Europe	Silver	Electric	Automatic	4.7	108,767	39,890	2,970	Low
X3	2,023	Asia	Grey	Diesel	Automatic	1.7	79,776	99,125	8,270	High
7 Series	2,017	Middle East	Silver	Electric	Automatic	2.8	166,671	52,502	8,967	High
i3	2,010	Asia	Grey	Petrol	Automatic	1.5	38,226	46,909	9,937	High
M5	2,013	Africa	Black	Petrol	Automatic	2.1	165,682	117,112	5,605	Low
i3	2,020	Middle East	Red	Petrol	Manual	4.9	154,680	32,781	6,775	Low

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