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	2,017	South America	Silver	Petrol	Manual	3.5	133,283	46,980	9,367	High
i3	2,016	Asia	Grey	Petrol	Automatic	2.6	21,212	63,394	1,557	Low
5 Series	2,016	South America	Grey	Hybrid	Manual	1.9	121,736	46,888	5,508	Low
M5	2,020	Europe	Black	Petrol	Automatic	2.3	80,467	86,565	4,577	Low
X5	2,024	Europe	Blue	Diesel	Automatic	1.9	71,239	62,940	4,051	Low
X5	2,011	North America	Silver	Petrol	Automatic	4.9	65,790	94,624	7,274	High
i3	2,015	Africa	Silver	Electric	Manual	2.3	184,857	32,911	1,668	Low
X1	2,014	Africa	Black	Hybrid	Automatic	3.4	59,994	100,574	5,368	Low
X3	2,020	Europe	Black	Hybrid	Automatic	3	99,926	48,901	5,405	Low
i3	2,024	Asia	Grey	Petrol	Manual	3.5	165,342	46,999	8,823	High
i3	2,018	Africa	Blue	Electric	Manual	3.2	8,589	115,691	9,282	High
X6	2,021	Africa	Black	Hybrid	Automatic	4	142,579	119,600	1,092	Low
3 Series	2,019	North America	Silver	Diesel	Automatic	4.6	53,309	77,291	8,447	High
X6	2,020	South America	Black	Petrol	Manual	2.5	2,759	68,503	1,833	Low
M5	2,013	Asia	Black	Electric	Automatic	2.1	21,693	99,771	8,619	High
M5	2,021	Asia	Black	Hybrid	Automatic	4.9	104,126	36,618	2,649	Low
i3	2,016	South America	Red	Petrol	Automatic	4.5	76,942	92,561	9,690	High
5 Series	2,020	North America	Silver	Diesel	Automatic	2.8	61,150	97,093	2,876	Low
M5	2,017	Asia	Grey	Diesel	Manual	4.6	199,062	51,413	7,103	High
i3	2,023	North America	Grey	Hybrid	Automatic	3.8	28,449	50,612	5,042	Low
i8	2,015	South America	Blue	Electric	Automatic	3	59,542	77,967	9,178	High
5 Series	2,012	North America	Black	Diesel	Automatic	4.6	16,596	115,082	3,486	Low
7 Series	2,020	Middle East	Black	Diesel	Manual	3.9	11,465	46,964	1,132	Low
M3	2,014	South America	Grey	Petrol	Automatic	4.4	194,729	87,125	773	Low
M5	2,010	North America	Grey	Diesel	Automatic	3	111,260	30,294	9,282	High
X1	2,023	Middle East	Red	Petrol	Manual	4.3	135,088	104,586	1,050	Low
i8	2,022	North America	Silver	Electric	Manual	2.8	103,568	55,834	8,387	High
M5	2,017	Middle East	White	Petrol	Automatic	4.1	27,559	55,343	2,124	Low
X3	2,021	South America	White	Hybrid	Automatic	3	150,550	63,305	6,769	Low
5 Series	2,021	Europe	Silver	Diesel	Manual	2.9	101,120	111,540	1,996	Low
X1	2,021	North America	White	Hybrid	Automatic	4.3	113,449	50,920	8,201	High
X1	2,020	Europe	White	Hybrid	Automatic	1.9	70,209	69,641	3,507	Low
X6	2,011	South America	Red	Electric	Manual	4.7	149,776	52,872	1,315	Low
X5	2,022	Middle East	Black	Petrol	Automatic	3.3	117,857	81,390	9,635	High
M3	2,019	North America	Red	Petrol	Automatic	3.7	80,652	79,051	5,661	Low
X1	2,016	Middle East	Black	Electric	Automatic	2.9	2,950	81,033	4,562	Low
7 Series	2,018	Asia	Grey	Hybrid	Manual	3.8	27,065	87,085	3,118	Low
M3	2,010	Middle East	Silver	Hybrid	Manual	4	115,270	35,153	196	Low
M3	2,022	South America	Blue	Diesel	Automatic	4.5	121,982	49,289	5,944	Low
7 Series	2,013	Europe	Grey	Petrol	Manual	4.5	188,282	41,473	2,607	Low
i3	2,016	South America	White	Petrol	Automatic	2.8	55,278	85,067	4,500	Low
7 Series	2,023	Europe	Red	Petrol	Automatic	3.7	87,768	118,511	5,355	Low
X6	2,018	Middle East	Blue	Petrol	Manual	4.2	104,253	118,788	8,904	High
X6	2,011	Africa	Black	Petrol	Automatic	4.2	184,166	73,488	6,955	Low
X5	2,011	South America	Black	Diesel	Automatic	4.6	102,315	50,062	2,767	Low
M5	2,015	Middle East	Blue	Electric	Automatic	4.4	77,831	115,774	4,794	Low
i8	2,012	Africa	Grey	Hybrid	Automatic	4	27,802	108,270	8,599	High
X1	2,013	Asia	Blue	Electric	Manual	4.1	82,771	30,687	7,470	High
3 Series	2,012	North America	Blue	Petrol	Automatic	4.3	163,060	72,324	5,793	Low
i3	2,022	Europe	Blue	Diesel	Manual	4.4	167,325	94,642	1,977	Low
i3	2,010	Middle East	Silver	Petrol	Manual	2.7	34,781	51,926	9,753	High
3 Series	2,023	North America	Silver	Electric	Manual	4.2	35,166	90,793	5,713	Low
X1	2,023	Africa	Black	Petrol	Manual	4.8	118,548	77,496	4,970	Low
X3	2,015	North America	Red	Diesel	Manual	2.3	57,171	78,281	5,365	Low
7 Series	2,020	Middle East	Red	Diesel	Manual	1.7	89,547	54,183	4,499	Low
X1	2,020	Asia	Red	Petrol	Automatic	1.8	125,218	48,831	2,879	Low
i3	2,022	South America	Grey	Hybrid	Manual	2.3	182,673	55,278	1,009	Low
5 Series	2,011	Asia	Red	Diesel	Automatic	4.7	125,654	82,764	7,656	High
7 Series	2,011	Africa	Blue	Petrol	Manual	1.9	194,747	93,040	2,640	Low
7 Series	2,016	North America	Grey	Petrol	Automatic	4.1	67,099	35,118	1,231	Low
7 Series	2,014	Middle East	White	Electric	Automatic	4.5	9,805	47,514	3,317	Low
5 Series	2,017	Africa	White	Electric	Manual	4.6	73,927	69,833	9,728	High
M3	2,023	Europe	White	Hybrid	Manual	3	144,335	54,734	8,244	High
M3	2,011	South America	Blue	Electric	Automatic	3.2	151,408	82,737	355	Low
X5	2,022	North America	Red	Electric	Automatic	2.6	73,664	83,080	1,016	Low
M5	2,019	Middle East	Silver	Diesel	Automatic	2	51,844	103,305	5,975	Low
3 Series	2,017	South America	Silver	Diesel	Automatic	2.2	18,244	47,126	5,061	Low
X5	2,016	North America	Blue	Petrol	Manual	2	156,374	118,075	3,353	Low
M3	2,022	North America	Silver	Hybrid	Automatic	2.9	49,339	95,127	3,171	Low
i8	2,019	Africa	Red	Petrol	Manual	2.1	40,387	68,491	8,674	High
X5	2,023	Africa	Black	Hybrid	Automatic	2.9	68,340	115,068	4,650	Low
X1	2,017	North America	Red	Electric	Manual	4.5	141,404	52,815	3,189	Low
X3	2,020	Europe	Blue	Electric	Automatic	3.8	119,887	41,903	2,138	Low
X1	2,012	Middle East	Blue	Electric	Automatic	3.8	55,059	78,590	3,806	Low
X6	2,017	Asia	Red	Diesel	Manual	4.3	40,662	80,299	6,064	Low
5 Series	2,024	South America	Blue	Petrol	Automatic	1.6	159,428	71,639	6,474	Low
X3	2,015	Europe	White	Diesel	Automatic	4.3	48,111	54,690	6,720	Low
7 Series	2,011	North America	Red	Electric	Manual	2.2	104,255	83,659	9,297	High
5 Series	2,015	North America	Silver	Electric	Manual	2.7	55,268	87,400	331	Low
M3	2,014	Africa	Blue	Hybrid	Automatic	2.6	182,129	91,196	5,147	Low
5 Series	2,012	North America	White	Petrol	Manual	1.9	182,428	53,329	8,156	High
M5	2,010	North America	Grey	Petrol	Automatic	2.1	2,816	38,365	403	Low
i3	2,016	Middle East	Black	Hybrid	Automatic	4.8	56,000	55,789	4,279	Low
i8	2,011	Europe	Red	Electric	Automatic	3.6	51,678	115,260	898	Low
3 Series	2,010	Middle East	Black	Electric	Automatic	3.2	110,378	68,155	9,081	High
X6	2,010	South America	Black	Diesel	Automatic	4.2	189,383	105,668	7,441	High
X6	2,016	North America	Black	Electric	Manual	4.3	146,784	48,230	6,368	Low
3 Series	2,021	Middle East	White	Petrol	Automatic	1.9	69,489	114,846	8,886	High
5 Series	2,010	Europe	Red	Hybrid	Automatic	4.1	97,275	94,962	5,685	Low
M3	2,018	Middle East	White	Diesel	Automatic	4.8	84,063	119,203	5,305	Low
M3	2,015	Africa	Blue	Electric	Automatic	3.5	21,095	107,263	5,360	Low
5 Series	2,013	Africa	Black	Petrol	Automatic	3.6	80,145	62,065	428	Low
i8	2,021	North America	White	Electric	Automatic	4.5	187,815	55,601	3,389	Low
X5	2,013	South America	Black	Petrol	Manual	3.9	67,404	93,609	5,108	Low
X6	2,024	Asia	Blue	Petrol	Manual	5	129,135	67,423	817	Low
X6	2,022	Europe	Blue	Hybrid	Manual	2.5	189,359	82,705	9,402	High
i3	2,021	Africa	White	Diesel	Manual	4.5	4,415	35,466	4,543	Low
M3	2,023	Africa	Black	Diesel	Manual	3.6	17,598	42,953	2,318	Low
i8	2,014	Middle East	Silver	Petrol	Automatic	2.8	52,989	86,746	700	Low
X1	2,011	Europe	Grey	Diesel	Manual	4.6	144,413	61,253	8,381	High

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