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	Europe	Grey	Hybrid	Manual	2.4	73,517	56,547	4,159	Low
X3	2,017	Asia	Blue	Petrol	Manual	3.4	59,937	95,270	6,474	Low
7 Series	2,015	South America	Grey	Diesel	Manual	4.8	26,989	112,310	3,503	Low
3 Series	2,016	North America	Silver	Electric	Manual	3.9	113,706	44,449	9,772	High
X5	2,018	Africa	White	Petrol	Automatic	3.1	104,971	31,598	2,105	Low
i3	2,023	Middle East	Black	Petrol	Manual	2	137,505	79,666	6,376	Low
X5	2,020	South America	White	Diesel	Automatic	3.2	108,909	71,929	6,472	Low
X5	2,015	Africa	Blue	Hybrid	Automatic	3	61,652	100,574	2,717	Low
X6	2,010	South America	Silver	Diesel	Manual	4.2	130,788	35,132	8,266	High
3 Series	2,013	Middle East	Black	Petrol	Manual	2.9	112,895	52,622	3,900	Low
X3	2,017	Africa	Red	Hybrid	Manual	2.6	10,913	72,696	7,506	High
X5	2,016	Middle East	Silver	Electric	Manual	1.8	139,053	57,282	349	Low
3 Series	2,012	Africa	White	Hybrid	Automatic	1.7	108,238	80,593	781	Low
M3	2,019	Middle East	Grey	Electric	Manual	3	115,485	108,563	1,723	Low
i3	2,012	Asia	White	Hybrid	Manual	2.7	121,085	72,769	2,464	Low
7 Series	2,020	Africa	Grey	Electric	Automatic	3.4	157,896	88,688	9,989	High
X3	2,012	Middle East	Red	Diesel	Manual	4	113,360	82,863	6,134	Low
X5	2,021	Middle East	Blue	Petrol	Manual	1.6	94,675	87,135	4,509	Low
3 Series	2,024	North America	Red	Hybrid	Manual	3.2	90,113	80,059	7,278	High
X3	2,010	Middle East	Black	Petrol	Manual	4.5	129,590	90,741	2,214	Low
M5	2,024	Europe	Black	Petrol	Automatic	3.1	16,751	89,282	618	Low
X6	2,019	Asia	Grey	Petrol	Automatic	3.3	117,313	99,017	7,891	High
M5	2,010	Africa	Blue	Hybrid	Manual	3.2	149,625	85,333	4,783	Low
X1	2,015	Asia	Blue	Electric	Automatic	2.9	104,564	66,048	727	Low
X5	2,023	South America	Silver	Petrol	Manual	1.9	130,527	74,811	2,807	Low
M5	2,023	North America	Silver	Hybrid	Automatic	1.9	104,364	52,695	6,018	Low
i8	2,010	Middle East	Silver	Hybrid	Automatic	2.1	161,816	30,645	1,365	Low
M5	2,014	Africa	Blue	Electric	Automatic	4.3	189,741	82,923	4,257	Low
M5	2,013	Africa	Red	Diesel	Manual	2.5	160,083	95,276	3,070	Low
7 Series	2,014	North America	Red	Electric	Automatic	4.8	7,738	86,687	3,447	Low
M3	2,016	Africa	Grey	Electric	Automatic	4.3	133,568	86,830	1,593	Low
5 Series	2,015	Africa	Silver	Diesel	Manual	3.9	164,823	71,622	817	Low
i3	2,021	Europe	White	Electric	Automatic	4	46,167	80,144	7,492	High
7 Series	2,018	Asia	Blue	Electric	Manual	1.7	194,125	82,424	2,221	Low
5 Series	2,015	Europe	Silver	Diesel	Manual	3.5	92,393	63,945	9,548	High
X6	2,018	South America	Grey	Diesel	Automatic	4.8	186,377	55,680	4,365	Low
i3	2,013	Africa	Black	Hybrid	Manual	1.6	41,652	44,444	3,901	Low
X3	2,010	Europe	Silver	Hybrid	Manual	2.5	83,677	59,469	9,425	High
X6	2,010	Europe	Blue	Petrol	Automatic	1.7	165,024	40,212	8,549	High
5 Series	2,019	North America	White	Electric	Manual	3.5	22,225	111,373	8,959	High
i3	2,016	North America	Grey	Electric	Manual	1.9	58,717	49,437	2,981	Low
M5	2,022	North America	White	Petrol	Automatic	3.2	96,655	32,931	1,142	Low
M5	2,022	Asia	Blue	Petrol	Automatic	4	172,755	61,803	2,823	Low
5 Series	2,022	North America	Silver	Electric	Manual	2.1	181,229	69,887	8,002	High
7 Series	2,012	South America	Silver	Diesel	Automatic	4.1	37,026	54,946	188	Low
3 Series	2,011	North America	Blue	Hybrid	Automatic	1.7	49,915	114,500	9,441	High
i3	2,023	Europe	White	Diesel	Manual	2	156,232	97,857	6,586	Low
X5	2,015	Europe	Silver	Hybrid	Manual	2.5	58,334	73,802	529	Low
7 Series	2,015	South America	Red	Electric	Manual	4.3	24,951	78,460	1,471	Low
X1	2,022	Asia	Red	Petrol	Manual	4.5	105,834	77,001	1,057	Low
7 Series	2,016	Europe	Silver	Hybrid	Automatic	2.3	192,422	32,131	4,159	Low
M3	2,014	South America	Black	Diesel	Manual	1.8	150,285	59,188	5,118	Low
5 Series	2,017	Middle East	White	Electric	Automatic	4.5	15,415	116,796	9,753	High
7 Series	2,016	Asia	Silver	Petrol	Automatic	3.8	128,938	31,597	7,649	High
i8	2,011	Middle East	Silver	Diesel	Automatic	2.1	147,619	45,161	7,313	High
3 Series	2,024	Africa	Blue	Diesel	Automatic	3.5	163,782	77,015	7,880	High
X6	2,010	North America	Silver	Hybrid	Manual	4.6	198,239	38,751	8,771	High
3 Series	2,022	Asia	Black	Electric	Manual	1.7	69,363	101,336	5,550	Low
i8	2,023	Asia	Silver	Electric	Manual	1.8	163,791	99,687	1,641	Low
X5	2,018	South America	Grey	Diesel	Manual	2.5	40,315	116,105	9,259	High
X6	2,014	Europe	Grey	Petrol	Manual	3.8	167,956	100,344	6,448	Low
5 Series	2,021	South America	Blue	Diesel	Automatic	2.1	50,759	64,235	7,916	High
3 Series	2,020	Africa	White	Petrol	Manual	4.4	96,877	118,342	5,206	Low
i8	2,014	Middle East	Blue	Petrol	Automatic	4.1	129,676	114,460	8,966	High
7 Series	2,021	South America	Black	Petrol	Manual	3.5	97,023	72,772	3,951	Low
X3	2,019	Middle East	White	Petrol	Manual	1.9	153,475	36,578	2,011	Low
X3	2,013	Africa	Blue	Hybrid	Manual	5	105,534	111,571	2,297	Low
i8	2,011	Asia	Blue	Hybrid	Automatic	3.2	157,406	37,105	7,509	High
i8	2,014	Asia	Red	Diesel	Manual	3.1	33,084	34,305	1,902	Low
X3	2,011	Europe	Blue	Diesel	Manual	5	165,731	111,649	8,114	High
i8	2,021	North America	Grey	Hybrid	Manual	4.5	8,848	100,400	9,853	High
X6	2,016	South America	Black	Petrol	Automatic	3.1	198,533	55,939	1,672	Low
X6	2,020	Middle East	Red	Electric	Automatic	3	76,970	34,310	7,338	High
3 Series	2,018	South America	White	Electric	Manual	1.8	125,378	35,285	1,092	Low
M5	2,018	South America	Blue	Hybrid	Manual	4.7	23,617	108,961	5,297	Low
5 Series	2,020	Africa	White	Electric	Manual	4.5	124,492	68,054	8,903	High
X3	2,015	North America	Black	Diesel	Manual	2.6	183,866	73,291	9,151	High
i8	2,010	Middle East	Black	Diesel	Manual	4.1	121,081	88,780	2,059	Low
M3	2,022	Africa	Grey	Petrol	Manual	4.2	92,375	76,496	2,182	Low
i3	2,015	Asia	Black	Hybrid	Manual	2.3	53,846	69,664	805	Low
X6	2,014	North America	Blue	Petrol	Automatic	3.6	184,358	62,324	8,402	High
X1	2,013	South America	White	Petrol	Automatic	2.4	196,193	57,169	5,871	Low
X6	2,021	North America	Grey	Hybrid	Automatic	4.3	171,612	39,095	6,543	Low
i8	2,015	Asia	Black	Petrol	Manual	2	79,860	69,661	9,497	High
i8	2,015	North America	Grey	Hybrid	Automatic	3.8	12,448	42,322	4,048	Low
7 Series	2,023	Europe	Grey	Electric	Automatic	2.6	25,137	86,722	9,969	High
X6	2,015	Africa	Black	Hybrid	Manual	1.6	82,064	69,481	9,982	High
X6	2,011	Middle East	Blue	Petrol	Automatic	1.9	89,253	87,015	9,475	High
i8	2,024	North America	Silver	Petrol	Automatic	3.8	136,956	54,266	7,172	High
i8	2,023	Europe	White	Petrol	Automatic	2.3	186,552	76,908	7,122	High
3 Series	2,016	North America	Silver	Diesel	Automatic	3.7	47,510	77,773	3,567	Low
X3	2,023	Africa	White	Diesel	Manual	3	84,530	85,152	7,586	High
3 Series	2,013	South America	Silver	Diesel	Manual	3.9	132,169	76,144	7,058	High
X3	2,022	North America	Black	Petrol	Manual	3.2	110,209	79,066	7,959	High
X3	2,024	Europe	Red	Electric	Automatic	2.6	142,567	101,798	8,029	High
i3	2,021	Europe	Blue	Electric	Automatic	2	181,156	56,064	8,454	High
5 Series	2,018	Africa	Silver	Diesel	Manual	2.7	156,054	42,534	8,391	High
i3	2,019	Africa	Grey	Hybrid	Manual	3.7	99,843	101,945	1,536	Low
M3	2,011	South America	Grey	Petrol	Manual	4.1	156,003	84,859	5,241	Low
X5	2,014	North America	Silver	Hybrid	Automatic	2.1	48,735	69,614	7,949	High

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