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	2,012	North America	White	Hybrid	Manual	2.2	70,318	49,061	3,272	Low
M3	2,013	Africa	Blue	Diesel	Automatic	3.7	190,982	92,758	4,017	Low
5 Series	2,010	Africa	Blue	Diesel	Manual	2.2	98,284	64,197	5,337	Low
i3	2,015	South America	Black	Hybrid	Automatic	3.5	92,750	64,738	1,651	Low
7 Series	2,010	North America	White	Petrol	Automatic	1.9	88,121	108,483	8,956	High
X3	2,020	South America	Blue	Petrol	Automatic	4.3	122,072	105,210	4,936	Low
X1	2,013	Asia	Red	Hybrid	Manual	4.3	134,993	112,811	3,378	Low
5 Series	2,024	Middle East	Black	Hybrid	Manual	3.4	187,607	66,084	2,510	Low
X5	2,022	North America	White	Petrol	Manual	1.6	178,775	114,972	5,779	Low
X3	2,016	Europe	Black	Diesel	Automatic	2.5	106,846	47,520	6,844	Low
i8	2,021	Asia	Blue	Diesel	Manual	2	125,577	87,857	4,318	Low
5 Series	2,015	Europe	Silver	Hybrid	Manual	3.3	134,403	101,180	4,347	Low
X1	2,017	Middle East	White	Diesel	Manual	1.9	1,990	38,085	7,294	High
X6	2,013	Asia	Black	Diesel	Automatic	4.5	3,574	41,112	5,885	Low
X5	2,018	South America	Grey	Electric	Automatic	4.5	196,164	53,574	638	Low
X1	2,019	South America	Black	Petrol	Manual	2	41,565	53,456	6,875	Low
7 Series	2,017	Asia	White	Petrol	Automatic	3.9	95,810	85,936	1,336	Low
X3	2,023	North America	Blue	Electric	Automatic	3.9	4,983	74,067	9,283	High
M5	2,024	North America	Grey	Diesel	Manual	2.9	30,143	51,414	5,499	Low
i8	2,014	Europe	Silver	Petrol	Manual	2	145,270	98,579	5,131	Low
5 Series	2,023	Africa	Red	Hybrid	Automatic	2	49,074	104,146	6,669	Low
i8	2,015	South America	Red	Diesel	Manual	4.1	158,099	113,825	8,149	High
M5	2,014	Asia	Blue	Diesel	Automatic	2.3	41,247	99,260	1,575	Low
i3	2,024	Africa	Grey	Electric	Automatic	3.6	157,584	78,236	4,595	Low
i3	2,015	Asia	White	Petrol	Manual	4.5	93,167	107,663	6,608	Low
i8	2,010	Europe	White	Electric	Manual	3.6	170,021	80,750	835	Low
7 Series	2,013	South America	Grey	Diesel	Automatic	4.9	115,069	102,746	8,206	High
i8	2,018	Middle East	White	Hybrid	Manual	3.8	166,103	39,715	721	Low
X3	2,013	Asia	White	Petrol	Automatic	2.6	54,584	63,238	7,216	High
M5	2,011	Asia	Black	Electric	Automatic	4.5	12,440	50,711	2,228	Low
3 Series	2,015	Europe	Blue	Diesel	Automatic	2.6	119,025	34,546	9,151	High
X1	2,011	Africa	Red	Hybrid	Automatic	4.9	98,613	67,532	6,772	Low
i3	2,012	Middle East	Blue	Petrol	Manual	3.2	9,383	59,492	9,644	High
i8	2,016	Europe	Black	Diesel	Automatic	4.8	65,866	86,360	6,720	Low
i3	2,013	South America	Silver	Hybrid	Automatic	2.1	16,601	77,449	613	Low
M5	2,010	South America	Red	Hybrid	Manual	1.5	61,564	113,148	7,742	High
X5	2,018	North America	Silver	Diesel	Manual	2.2	143,240	41,764	4,994	Low
M5	2,015	Africa	Grey	Diesel	Automatic	1.8	55,171	108,210	1,741	Low
M5	2,018	Asia	Silver	Electric	Automatic	4.1	109,207	69,467	1,187	Low
X5	2,012	Asia	White	Hybrid	Automatic	2.4	197,087	117,486	7,165	High
X6	2,014	North America	Red	Hybrid	Manual	3.7	40,296	52,990	7,726	High
5 Series	2,018	Africa	Red	Petrol	Manual	3.8	18,544	80,904	3,629	Low
X3	2,015	Middle East	Grey	Petrol	Automatic	3.9	78,699	118,183	3,966	Low
M3	2,011	Africa	Black	Petrol	Manual	4.4	92,550	64,716	1,276	Low
i3	2,024	Asia	Black	Hybrid	Manual	2	120,751	35,342	5,823	Low
M5	2,010	North America	Black	Diesel	Automatic	1.7	82,710	59,772	5,231	Low
5 Series	2,018	South America	Grey	Electric	Manual	1.6	176,719	97,158	1,526	Low
X5	2,010	South America	Silver	Hybrid	Automatic	1.9	60,291	105,804	2,654	Low
i8	2,023	Europe	Black	Petrol	Automatic	2.8	19,825	73,229	3,377	Low
7 Series	2,024	North America	Silver	Hybrid	Manual	4.9	73,019	54,162	9,089	High
i3	2,014	South America	Black	Electric	Automatic	2.7	92,660	52,260	9,604	High
i3	2,010	North America	White	Diesel	Automatic	3.1	4,320	45,308	5,500	Low
X5	2,014	South America	Red	Petrol	Manual	4.4	66,348	69,733	442	Low
i8	2,014	North America	Blue	Petrol	Manual	4.7	187,373	54,217	1,673	Low
5 Series	2,016	Europe	Silver	Electric	Manual	4.9	109,623	56,635	810	Low
X6	2,016	North America	Red	Electric	Automatic	4.4	42,477	49,795	2,104	Low
X6	2,020	South America	White	Petrol	Manual	3.3	75,647	68,881	4,958	Low
X6	2,019	North America	Black	Petrol	Manual	2.3	144,014	78,941	6,630	Low
X5	2,010	South America	White	Electric	Manual	3.6	195,963	54,079	8,138	High
M5	2,018	North America	Black	Petrol	Automatic	2.2	154,541	62,362	2,613	Low
3 Series	2,010	Europe	Blue	Electric	Automatic	1.7	184,378	91,101	4,851	Low
X3	2,014	Europe	Silver	Electric	Automatic	4.7	140,570	71,107	1,394	Low
X3	2,016	South America	Grey	Petrol	Automatic	3.2	92,598	35,347	1,038	Low
M3	2,021	Middle East	Blue	Hybrid	Manual	3.3	162,486	83,098	254	Low
i3	2,017	Middle East	Blue	Petrol	Automatic	3.6	132,324	58,775	9,148	High
X6	2,011	Middle East	Grey	Diesel	Manual	3.1	441	88,317	1,533	Low
5 Series	2,023	South America	White	Electric	Manual	3.1	156,722	63,131	8,992	High
i8	2,010	Europe	Silver	Electric	Manual	4.7	123,804	72,319	5,399	Low
X3	2,013	Africa	Silver	Petrol	Automatic	4.4	154,590	46,998	9,159	High
M5	2,021	Europe	Black	Electric	Automatic	2.2	32,165	108,725	4,746	Low
M3	2,024	Africa	Blue	Petrol	Automatic	2.5	81,213	57,117	6,414	Low
3 Series	2,013	Middle East	White	Electric	Automatic	3.8	196,028	41,197	8,580	High
3 Series	2,019	Asia	White	Electric	Manual	3.5	147,506	67,094	5,331	Low
7 Series	2,021	North America	Black	Hybrid	Automatic	4.2	166,741	71,078	6,170	Low
3 Series	2,015	Asia	Black	Diesel	Manual	4	113,574	99,114	9,448	High
3 Series	2,010	Asia	Blue	Diesel	Automatic	4	114,943	84,923	3,461	Low
3 Series	2,023	Europe	White	Petrol	Manual	4.6	134,884	109,463	5,671	Low
M3	2,010	South America	White	Electric	Automatic	4.2	173,523	72,758	9,075	High
X5	2,012	North America	Silver	Electric	Manual	2.3	194,768	43,824	588	Low
M5	2,014	Middle East	Black	Diesel	Manual	4.6	66,131	49,560	5,987	Low
5 Series	2,021	Europe	Black	Electric	Manual	2.7	183,843	119,582	158	Low
X1	2,015	South America	Blue	Diesel	Automatic	4.7	50,066	33,937	8,319	High
X3	2,014	Asia	Grey	Petrol	Manual	4.4	39,363	75,379	2,447	Low
M5	2,022	North America	Blue	Electric	Manual	1.8	176,918	60,715	3,823	Low
3 Series	2,022	Asia	White	Hybrid	Manual	4.2	116,796	99,354	5,447	Low
X5	2,022	South America	White	Electric	Automatic	3.3	180,224	64,768	1,040	Low
M5	2,014	Africa	Black	Electric	Manual	4.9	39,554	95,531	3,207	Low
3 Series	2,018	North America	Blue	Hybrid	Automatic	3.1	167,599	75,789	3,046	Low
X6	2,011	Africa	Grey	Diesel	Automatic	1.7	125,010	119,732	6,150	Low
M5	2,021	Middle East	Red	Hybrid	Manual	2.5	37,446	79,201	7,138	High
i3	2,021	Asia	White	Diesel	Manual	3	33,263	64,608	7,137	High
X5	2,010	North America	Blue	Diesel	Automatic	3.6	27,133	95,082	726	Low
M5	2,015	Middle East	Blue	Diesel	Manual	2	57,006	108,024	9,632	High
i8	2,018	Europe	White	Electric	Manual	3.3	126,308	114,331	4,535	Low
X3	2,016	Africa	Blue	Electric	Automatic	3.2	68,843	35,589	1,418	Low
i8	2,017	North America	Red	Petrol	Automatic	4.4	51,133	34,346	9,834	High
5 Series	2,014	South America	Blue	Diesel	Manual	2.6	155,939	92,560	3,171	Low
M3	2,019	Middle East	Silver	Hybrid	Automatic	3.1	157,605	91,072	619	Low
X1	2,013	South America	Red	Electric	Automatic	2.9	81,636	47,785	4,457	Low
X5	2,015	Asia	Black	Diesel	Automatic	3.7	7,976	64,146	6,252	Low

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