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	2,016	Asia	Red	Petrol	Manual	3.5	151,748	98,740	8,300	High
i8	2,013	North America	Red	Hybrid	Automatic	1.6	121,671	79,219	3,428	Low
5 Series	2,022	North America	Blue	Petrol	Automatic	4.5	10,991	113,265	6,994	Low
X3	2,024	Middle East	Blue	Petrol	Automatic	1.7	27,255	60,971	4,047	Low
7 Series	2,020	South America	Black	Diesel	Manual	2.1	122,131	49,898	3,080	Low
5 Series	2,017	Middle East	Silver	Diesel	Manual	1.9	171,362	42,926	1,232	Low
i8	2,022	Europe	White	Diesel	Manual	1.8	196,741	55,064	7,949	High
M5	2,014	Asia	Black	Diesel	Automatic	1.6	121,156	102,778	632	Low
X3	2,016	South America	White	Diesel	Automatic	1.7	48,073	116,482	8,944	High
i8	2,019	Europe	White	Electric	Manual	3	35,700	96,257	4,411	Low
3 Series	2,012	Middle East	White	Electric	Manual	2.4	101,595	117,995	500	Low
i8	2,016	North America	Blue	Hybrid	Manual	1.9	116,863	74,539	8,252	High
7 Series	2,020	North America	Silver	Diesel	Automatic	3.8	27,403	100,015	8,111	High
5 Series	2,020	Africa	White	Electric	Manual	2.3	163,444	119,486	4,668	Low
X1	2,017	Asia	Black	Electric	Automatic	1.6	107,918	34,078	7,291	High
M3	2,014	North America	Silver	Hybrid	Manual	3	154,050	94,997	7,765	High
X5	2,013	Asia	Blue	Electric	Manual	2.6	110,142	114,844	5,561	Low
M5	2,017	North America	Red	Diesel	Automatic	2.6	86,900	81,934	9,755	High
5 Series	2,017	North America	Silver	Electric	Manual	3.1	57,843	111,326	4,880	Low
X5	2,012	Africa	Blue	Electric	Manual	3.8	142,243	82,677	7,104	High
X3	2,015	North America	Red	Diesel	Automatic	3.7	123,910	88,091	8,635	High
X1	2,014	Africa	White	Petrol	Manual	4.8	13,568	62,941	1,113	Low
M5	2,011	Europe	Grey	Electric	Automatic	3.3	78,042	49,507	9,383	High
7 Series	2,017	North America	Black	Petrol	Automatic	3.2	58,288	101,791	7,521	High
X5	2,021	South America	Red	Diesel	Manual	2.2	184,981	47,527	6,273	Low
X3	2,023	Middle East	White	Electric	Automatic	4.1	194,398	85,370	4,645	Low
M3	2,015	Asia	Red	Hybrid	Manual	2	41,514	116,902	8,897	High
X1	2,011	North America	Black	Hybrid	Automatic	3.2	104,742	107,465	6,481	Low
M5	2,021	Asia	Red	Hybrid	Automatic	3	105,162	32,076	9,469	High
M3	2,014	Asia	White	Electric	Automatic	3.8	90,282	64,049	1,440	Low
i8	2,010	South America	Black	Hybrid	Automatic	4.7	16,020	102,215	5,006	Low
i8	2,021	South America	Silver	Diesel	Manual	4.8	3,188	64,577	448	Low
M5	2,019	Asia	Red	Diesel	Manual	2.1	97,294	53,277	4,091	Low
i8	2,015	Asia	White	Hybrid	Automatic	2.4	194,395	118,788	3,384	Low
X1	2,022	Middle East	Grey	Hybrid	Manual	4.3	143,013	116,432	4,926	Low
M5	2,021	South America	Grey	Petrol	Automatic	3.3	88,342	108,240	4,561	Low
X3	2,018	Middle East	White	Petrol	Manual	3.1	33,370	52,717	8,046	High
i8	2,010	Middle East	Grey	Petrol	Automatic	4	98,514	37,949	2,278	Low
M3	2,020	Africa	Black	Petrol	Manual	3.6	82,668	86,748	3,929	Low
X5	2,020	Middle East	White	Hybrid	Automatic	4.9	132,299	35,401	7,110	High
i3	2,024	Middle East	Red	Petrol	Automatic	3.5	135,958	69,578	173	Low
M5	2,019	South America	White	Diesel	Manual	3.1	192,690	37,177	5,946	Low
X5	2,021	Africa	Red	Diesel	Manual	3.4	99,697	60,278	2,913	Low
X5	2,021	Middle East	Black	Petrol	Automatic	4.3	44,279	96,256	7,627	High
X5	2,024	South America	Black	Hybrid	Manual	3.6	111,661	82,675	2,155	Low
i8	2,023	Europe	Blue	Diesel	Automatic	3.8	78,573	118,317	7,168	High
i3	2,023	North America	Silver	Petrol	Automatic	4.9	94,453	79,039	8,283	High
5 Series	2,024	Asia	Blue	Electric	Manual	3.7	157,789	86,855	648	Low
X6	2,023	Africa	White	Hybrid	Automatic	2.8	84,367	112,542	7,933	High
i3	2,012	Asia	White	Hybrid	Manual	3.9	193,905	93,508	8,438	High
X3	2,021	Asia	Silver	Hybrid	Automatic	3.8	57,759	119,692	6,782	Low
M3	2,016	Africa	Black	Hybrid	Manual	1.5	113,832	49,278	3,153	Low
i8	2,013	Middle East	White	Petrol	Manual	3.1	42,427	44,269	5,887	Low
i3	2,018	South America	Red	Petrol	Manual	4.1	1,428	46,127	608	Low
i8	2,012	Middle East	Red	Diesel	Automatic	3.2	110,845	100,747	3,291	Low
M5	2,014	South America	Red	Electric	Automatic	4.2	125,379	96,739	3,754	Low
X5	2,012	Middle East	Black	Petrol	Manual	3.1	107,014	57,537	4,125	Low
X6	2,016	South America	Silver	Hybrid	Automatic	4.9	180,186	46,263	9,762	High
M3	2,014	Europe	Red	Electric	Manual	2.5	74,474	65,464	9,390	High
3 Series	2,018	Africa	Black	Electric	Manual	1.8	117,061	54,762	3,293	Low
M3	2,016	South America	Grey	Electric	Automatic	3	102,675	93,915	9,470	High
X6	2,011	Middle East	Blue	Diesel	Automatic	3.4	27,706	117,237	5,425	Low
i8	2,013	South America	Black	Diesel	Manual	2.7	150,761	34,193	425	Low
X6	2,018	Asia	Red	Electric	Manual	2.3	10,027	89,970	4,935	Low
3 Series	2,021	North America	Black	Hybrid	Automatic	3.9	87,632	65,089	660	Low
3 Series	2,023	Europe	Black	Electric	Manual	2.8	128,295	86,402	4,266	Low
M3	2,011	Asia	Red	Diesel	Automatic	3.7	40,915	44,322	2,191	Low
X3	2,019	Asia	Silver	Electric	Automatic	4.2	88,705	111,352	1,932	Low
7 Series	2,018	Middle East	Blue	Petrol	Manual	4.2	94,859	50,620	6,962	Low
3 Series	2,019	South America	Silver	Hybrid	Manual	2.8	193,021	44,950	1,703	Low
X6	2,014	Europe	Grey	Diesel	Manual	3.5	178,427	101,523	8,589	High
5 Series	2,011	Middle East	Red	Hybrid	Automatic	3.1	139,212	31,815	2,011	Low
7 Series	2,013	Asia	Red	Hybrid	Manual	4.5	144,832	118,363	1,564	Low
i3	2,021	South America	Red	Electric	Manual	4.6	107,985	43,355	945	Low
X1	2,024	Europe	Red	Petrol	Automatic	2.7	24,141	84,346	4,289	Low
i3	2,021	North America	Silver	Electric	Automatic	1.8	112,862	66,155	3,748	Low
X1	2,016	Europe	Black	Petrol	Manual	2.1	37,975	101,753	3,476	Low
X3	2,021	North America	Grey	Electric	Manual	2.8	75,480	68,274	5,759	Low
X3	2,022	Middle East	Grey	Petrol	Manual	3.5	52,217	78,144	9,420	High
M3	2,017	North America	Grey	Hybrid	Automatic	3.8	24,291	87,604	9,797	High
M5	2,024	North America	Black	Diesel	Manual	2.7	143,885	90,388	7,944	High
7 Series	2,012	South America	Silver	Petrol	Manual	3.8	93,073	102,551	6,709	Low
7 Series	2,023	North America	Grey	Diesel	Automatic	4.8	64,153	117,121	4,823	Low
X6	2,010	Europe	Red	Hybrid	Manual	3.8	128,477	68,106	1,048	Low
i8	2,013	Middle East	Grey	Petrol	Manual	2.1	119,491	78,729	9,545	High
M5	2,011	North America	Grey	Hybrid	Automatic	3.5	94,375	71,912	2,167	Low
M5	2,017	South America	White	Petrol	Manual	3.4	190,609	94,286	3,140	Low
X6	2,013	South America	White	Hybrid	Manual	4.5	94,915	50,923	7,821	High
i8	2,011	Middle East	Grey	Diesel	Automatic	2.7	144,698	37,887	2,085	Low
X3	2,023	Europe	Red	Hybrid	Manual	3	12,922	101,473	8,030	High
i8	2,015	Middle East	Black	Electric	Manual	3.6	46,176	96,965	5,409	Low
X5	2,015	Middle East	Black	Hybrid	Automatic	3.3	121,271	76,799	4,367	Low
X3	2,019	North America	Silver	Hybrid	Automatic	4	189,804	119,927	1,472	Low
i3	2,013	Africa	Black	Diesel	Manual	1.6	192,509	72,385	455	Low
i3	2,015	Asia	Silver	Electric	Manual	3.5	68,161	63,696	7,218	High
X6	2,022	Asia	White	Electric	Manual	1.9	182,027	35,951	3,389	Low
X5	2,024	Asia	Blue	Hybrid	Automatic	2.6	120,597	95,900	8,581	High
i8	2,011	Europe	Red	Hybrid	Automatic	3.8	184,765	44,846	1,431	Low
X5	2,019	Africa	Blue	Electric	Manual	2.1	161,177	95,908	2,775	Low
X1	2,021	Asia	Silver	Diesel	Manual	2.6	84,621	119,897	4,601	Low

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