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
3 Series	2,020	South America	Grey	Electric	Manual	3.6	177,563	76,200	4,121	Low
X3	2,024	South America	Grey	Hybrid	Manual	1.7	92,934	116,694	2,101	Low
X3	2,015	Middle East	White	Diesel	Manual	2.8	70,023	104,991	8,258	High
5 Series	2,023	Middle East	Blue	Hybrid	Manual	1.6	175,878	98,550	6,671	Low
5 Series	2,020	South America	Grey	Electric	Automatic	1.5	106,135	70,833	6,972	Low
X3	2,015	Asia	Blue	Petrol	Automatic	4.6	24,790	107,375	1,056	Low
X6	2,012	South America	Black	Diesel	Automatic	4.1	59,217	31,735	3,767	Low
X3	2,014	North America	White	Hybrid	Manual	2.5	183,895	57,316	6,382	Low
X3	2,024	Europe	Blue	Petrol	Automatic	1.9	194,749	57,560	7,761	High
5 Series	2,020	South America	Silver	Electric	Manual	1.7	197,895	111,222	7,618	High
X5	2,013	North America	Black	Petrol	Automatic	4.7	144,556	57,716	4,346	Low
X3	2,019	Asia	Blue	Petrol	Manual	3.7	176,936	60,279	500	Low
M5	2,019	Middle East	White	Petrol	Automatic	2.1	159,463	85,373	140	Low
X5	2,021	Europe	Black	Diesel	Manual	3.9	175,214	44,977	2,287	Low
X3	2,018	Middle East	Silver	Diesel	Automatic	5	185,874	32,414	6,776	Low
M5	2,018	Middle East	Grey	Hybrid	Manual	4.3	56,850	81,586	7,321	High
i3	2,010	Asia	Blue	Hybrid	Manual	3.1	13,705	94,113	6,702	Low
M3	2,017	Asia	Silver	Hybrid	Manual	4.3	1,033	99,265	1,229	Low
3 Series	2,024	Middle East	Blue	Diesel	Manual	4.1	66,887	113,281	9,870	High
i8	2,018	South America	Blue	Diesel	Manual	1.8	42,155	78,471	9,776	High
M5	2,014	Africa	Silver	Diesel	Manual	4.7	85,689	52,574	2,154	Low
X3	2,013	North America	Grey	Electric	Automatic	4.6	181,205	62,632	2,013	Low
3 Series	2,019	Africa	Silver	Petrol	Automatic	3.6	161,251	94,393	7,130	High
M3	2,013	South America	White	Diesel	Manual	3.3	24,334	81,474	5,404	Low
i3	2,011	Europe	Blue	Hybrid	Automatic	2.3	153,866	34,167	1,668	Low
M3	2,018	Asia	Blue	Hybrid	Automatic	4.4	1,537	70,402	1,357	Low
X5	2,014	South America	Silver	Petrol	Manual	3	38,824	69,214	8,913	High
X1	2,020	Africa	Silver	Hybrid	Automatic	3.5	97,071	55,574	4,059	Low
5 Series	2,012	Africa	Blue	Petrol	Automatic	2.1	19,752	73,413	133	Low
i3	2,015	Middle East	Red	Diesel	Manual	2.2	131,058	76,995	2,150	Low
X5	2,018	Europe	Red	Electric	Automatic	4.9	139,262	93,197	9,619	High
M3	2,018	Africa	Grey	Electric	Manual	3.2	74,615	105,360	722	Low
X3	2,021	North America	Grey	Hybrid	Automatic	4.4	89,748	91,580	4,796	Low
M3	2,022	South America	White	Petrol	Automatic	4.4	60,777	71,933	3,847	Low
X5	2,014	South America	Red	Petrol	Automatic	4.9	6,286	32,919	4,156	Low
7 Series	2,017	South America	Blue	Hybrid	Automatic	4.9	89,012	64,099	5,012	Low
7 Series	2,013	Asia	Red	Petrol	Manual	3.1	104,753	30,768	6,935	Low
7 Series	2,014	Africa	Silver	Hybrid	Manual	4.8	74,469	117,456	5,177	Low
5 Series	2,016	South America	Silver	Petrol	Manual	2.8	40,681	112,455	4,561	Low
7 Series	2,016	Middle East	Silver	Electric	Manual	3.6	155,920	72,038	3,914	Low
X3	2,022	Europe	Black	Electric	Manual	4.4	63,071	91,200	7,872	High
X6	2,016	Africa	Blue	Diesel	Automatic	4.7	47,505	91,171	4,358	Low
X3	2,017	North America	Red	Diesel	Manual	3.3	101,744	41,114	3,104	Low
X3	2,020	South America	Red	Hybrid	Manual	3	196,795	54,856	5,650	Low
3 Series	2,014	Middle East	Red	Diesel	Manual	4	93,081	32,256	5,919	Low
M5	2,024	South America	White	Hybrid	Manual	3.1	79,076	95,777	8,030	High
5 Series	2,010	Africa	Grey	Diesel	Manual	3.9	19,785	35,762	4,053	Low
X6	2,020	Asia	Silver	Petrol	Manual	4.3	66,385	87,499	4,303	Low
i3	2,018	Europe	Red	Petrol	Automatic	4.4	72,249	57,389	6,669	Low
X1	2,018	North America	Red	Hybrid	Automatic	2.4	129,086	33,540	9,245	High
5 Series	2,024	Asia	Red	Diesel	Automatic	3.5	105,204	85,487	9,129	High
X5	2,016	Europe	Black	Diesel	Manual	1.6	124,985	98,903	6,161	Low
X5	2,021	Middle East	Black	Electric	Manual	4.3	81,590	47,789	8,820	High
M3	2,015	Middle East	Grey	Electric	Manual	1.9	145,968	70,256	9,507	High
3 Series	2,022	Asia	Red	Petrol	Manual	4.6	171,792	57,729	7,534	High
X3	2,022	South America	Grey	Electric	Manual	2.9	177,233	88,584	2,017	Low
M5	2,014	North America	Red	Hybrid	Automatic	2.1	1,299	83,945	1,884	Low
X5	2,014	Middle East	Silver	Petrol	Manual	4.3	40,823	37,073	2,967	Low
X1	2,024	Africa	Grey	Hybrid	Automatic	2.2	60,640	32,884	740	Low
X1	2,012	Asia	Black	Diesel	Manual	2.9	70,619	106,933	2,502	Low
7 Series	2,019	Middle East	Blue	Diesel	Automatic	3.5	53,013	51,823	3,846	Low
X3	2,010	Africa	Black	Diesel	Manual	2.8	131,061	76,555	3,785	Low
i8	2,015	South America	Red	Petrol	Automatic	2.1	190,011	47,882	1,859	Low
5 Series	2,017	North America	Grey	Electric	Manual	2.9	177,110	30,213	8,952	High
i8	2,023	Asia	White	Electric	Automatic	2	74,530	48,801	2,610	Low
X1	2,011	Europe	Black	Electric	Automatic	4	70,360	43,022	4,258	Low
X3	2,017	North America	Blue	Petrol	Automatic	2.1	57,681	50,234	7,288	High
M5	2,017	Middle East	Red	Electric	Manual	3.2	85,107	107,843	8,717	High
3 Series	2,019	Asia	Black	Petrol	Manual	3.5	158,008	116,744	769	Low
i3	2,017	Europe	Black	Hybrid	Automatic	4.8	4,156	112,028	4,380	Low
X3	2,019	Africa	Silver	Diesel	Automatic	1.8	144,302	32,192	398	Low
3 Series	2,024	North America	Red	Diesel	Automatic	4.8	144,746	41,014	5,785	Low
X6	2,012	Asia	Black	Petrol	Automatic	2.2	44,297	76,467	1,363	Low
X6	2,019	South America	Silver	Hybrid	Manual	4.4	24,606	80,280	7,178	High
i8	2,017	Africa	Blue	Hybrid	Automatic	1.8	193,896	103,112	349	Low
M3	2,020	Middle East	Black	Diesel	Manual	5	141,586	39,258	512	Low
X1	2,024	North America	White	Diesel	Automatic	4.3	138,055	69,207	8,975	High
X3	2,021	Europe	Blue	Diesel	Automatic	1.7	131,399	42,949	7,709	High
3 Series	2,021	Middle East	Blue	Hybrid	Automatic	2.2	165,179	39,170	577	Low
5 Series	2,023	Middle East	Blue	Hybrid	Automatic	3.4	196,997	112,684	2,729	Low
X6	2,013	Asia	Black	Electric	Manual	3.3	72,567	45,889	546	Low
i8	2,012	Europe	Black	Diesel	Automatic	3.7	162,360	101,526	204	Low
M5	2,020	Middle East	Blue	Electric	Automatic	3.1	65,011	60,373	6,105	Low
X5	2,018	North America	White	Diesel	Automatic	4.1	70,336	65,780	3,419	Low
M5	2,017	Europe	Grey	Hybrid	Manual	2.7	139,697	110,423	8,130	High
5 Series	2,019	North America	Red	Hybrid	Automatic	2.1	184,856	118,106	8,001	High
i8	2,022	Middle East	Blue	Diesel	Automatic	1.6	199,941	101,427	5,428	Low
i3	2,022	Africa	Blue	Hybrid	Automatic	2.6	160,214	103,066	4,356	Low
M3	2,011	North America	Blue	Diesel	Manual	3	116,693	62,629	9,172	High
7 Series	2,022	Middle East	Blue	Petrol	Automatic	3.8	31,420	98,014	9,655	High
M3	2,022	South America	Blue	Hybrid	Manual	4.3	151,788	106,819	7,882	High
5 Series	2,024	Asia	Silver	Diesel	Automatic	2.3	183,141	34,769	7,168	High
X3	2,022	Africa	White	Hybrid	Manual	3.2	45,280	55,157	2,219	Low
i3	2,023	Middle East	Blue	Diesel	Automatic	2.3	93,719	113,869	8,415	High
M3	2,017	North America	White	Electric	Automatic	4.8	194,077	73,889	270	Low
X1	2,020	Asia	Silver	Electric	Automatic	3.8	24,114	56,381	1,140	Low
X5	2,020	Africa	White	Hybrid	Automatic	3.9	27,374	89,515	6,281	Low
X6	2,012	Europe	Black	Diesel	Automatic	3.4	131,754	82,564	4,747	Low
i3	2,019	South America	White	Petrol	Automatic	2.5	71,922	60,236	6,927	Low
X1	2,021	Africa	Red	Diesel	Manual	2.2	58,603	39,394	5,054	Low

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