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
M5	2,020	North America	Blue	Petrol	Automatic	3	98,275	109,442	937	Low
M3	2,020	Europe	Blue	Electric	Manual	5	90,899	75,983	4,970	Low
X5	2,017	Middle East	Red	Petrol	Automatic	4.9	66,449	85,474	6,249	Low
X1	2,016	Asia	Black	Diesel	Automatic	1.9	114,286	78,386	9,518	High
X1	2,015	Africa	Blue	Diesel	Automatic	4.7	125,733	115,514	7,456	High
X1	2,014	Asia	Grey	Electric	Manual	2.2	97,785	50,847	2,365	Low
X3	2,013	Asia	Silver	Hybrid	Manual	2.6	140,438	41,743	3,710	Low
i3	2,016	Asia	Grey	Hybrid	Manual	2.7	165,564	119,731	7,828	High
X5	2,012	Middle East	Blue	Petrol	Automatic	2.5	61,518	47,385	5,743	Low
i8	2,017	Africa	White	Electric	Manual	4.5	62,835	47,588	2,495	Low
5 Series	2,011	Europe	Red	Electric	Automatic	2.7	162,524	46,459	9,828	High
3 Series	2,010	Africa	Black	Electric	Manual	4.4	33,253	38,318	7,180	High
7 Series	2,020	North America	Black	Electric	Automatic	5	135,050	49,676	1,242	Low
i3	2,011	North America	White	Hybrid	Automatic	4.4	25,295	59,699	9,241	High
X3	2,018	Middle East	Silver	Diesel	Manual	2.7	63,355	42,271	2,282	Low
X3	2,014	South America	Silver	Electric	Manual	4	138,795	45,471	2,274	Low
X3	2,020	Europe	Silver	Petrol	Manual	3.4	140,517	86,514	6,086	Low
X5	2,017	Europe	Silver	Diesel	Manual	4.3	118,566	96,454	6,824	Low
i8	2,012	North America	Grey	Electric	Automatic	2	123,435	91,385	4,407	Low
X6	2,016	Europe	Silver	Electric	Manual	3.7	57,714	94,951	9,749	High
X3	2,024	Europe	Blue	Diesel	Automatic	4.2	26,078	44,224	3,863	Low
X5	2,011	Middle East	Blue	Hybrid	Automatic	4.2	3,652	92,692	845	Low
X1	2,017	Europe	Silver	Hybrid	Manual	4.9	22,900	78,011	6,035	Low
3 Series	2,023	Asia	Blue	Hybrid	Manual	1.7	58,883	38,684	3,888	Low
3 Series	2,016	Asia	White	Diesel	Automatic	2.7	186,873	56,534	9,896	High
M5	2,021	North America	Blue	Hybrid	Manual	3.2	16,857	82,689	9,550	High
i8	2,014	Middle East	Red	Diesel	Manual	2.6	17,261	55,426	3,785	Low
X1	2,021	Asia	White	Petrol	Automatic	2.6	5,243	106,624	1,689	Low
M3	2,020	Europe	Black	Hybrid	Manual	2.1	59,337	119,513	6,455	Low
3 Series	2,013	Middle East	Grey	Diesel	Automatic	4.3	149,210	50,912	3,244	Low
X3	2,010	Middle East	Grey	Diesel	Automatic	4.7	149,766	63,129	344	Low
3 Series	2,014	South America	Blue	Petrol	Automatic	1.8	64,196	43,316	1,246	Low
7 Series	2,021	Europe	White	Electric	Automatic	2	136,546	47,678	9,330	High
i8	2,018	Middle East	White	Electric	Automatic	2.3	25,139	96,494	5,736	Low
X6	2,019	South America	Grey	Petrol	Automatic	3.3	17,569	44,743	7,724	High
3 Series	2,013	North America	Silver	Electric	Automatic	4.3	142,619	96,090	5,323	Low
X5	2,022	Africa	Blue	Petrol	Automatic	1.8	3,554	30,467	7,311	High
i3	2,018	Middle East	Grey	Diesel	Manual	3.7	165,380	42,244	2,923	Low
X6	2,021	Europe	White	Hybrid	Automatic	2	11,406	110,474	9,622	High
M3	2,011	South America	Red	Hybrid	Automatic	4.9	106,459	43,769	5,029	Low
X6	2,013	North America	Silver	Electric	Automatic	4.6	121,391	102,289	7,083	High
M3	2,018	Middle East	White	Hybrid	Automatic	4.8	34,643	48,111	8,922	High
i8	2,013	South America	White	Electric	Manual	1.9	27,675	87,610	1,129	Low
M3	2,014	North America	Blue	Electric	Automatic	3.2	93,556	61,860	7,652	High
M3	2,020	Asia	Red	Electric	Manual	2.1	49,876	52,931	7,094	High
X6	2,017	Europe	White	Electric	Automatic	3.6	190,839	45,667	5,533	Low
i3	2,010	Europe	Black	Diesel	Manual	2.3	151,871	91,432	9,697	High
X3	2,010	Europe	White	Hybrid	Automatic	4.2	61,891	36,176	8,161	High
X5	2,018	Asia	Black	Diesel	Automatic	3.8	69,658	33,589	5,345	Low
i3	2,018	Africa	Grey	Diesel	Automatic	3.5	25,516	41,265	5,594	Low
3 Series	2,013	South America	White	Petrol	Manual	4.4	31,753	85,918	8,190	High
M5	2,022	Africa	Red	Hybrid	Automatic	3.3	162,061	51,103	5,840	Low
X3	2,011	Africa	Black	Petrol	Manual	2.4	49,838	103,567	1,128	Low
X6	2,022	Asia	Silver	Petrol	Automatic	3.7	178,764	53,155	8,830	High
X5	2,018	Middle East	Red	Electric	Automatic	4.8	199,348	42,306	2,223	Low
X3	2,023	Europe	Black	Electric	Automatic	3.6	62,273	118,152	6,368	Low
X1	2,013	South America	Black	Electric	Manual	3.7	121,130	34,816	6,065	Low
X1	2,015	South America	Black	Hybrid	Automatic	4.8	25,512	107,516	2,871	Low
i3	2,021	Africa	Red	Electric	Automatic	3.3	144,168	47,906	2,591	Low
X1	2,010	Middle East	Silver	Diesel	Manual	5	50,478	46,013	7,843	High
X1	2,021	North America	White	Diesel	Automatic	2.1	167,980	99,624	2,183	Low
5 Series	2,018	Middle East	Silver	Hybrid	Automatic	3.4	37,873	108,215	5,041	Low
3 Series	2,014	Africa	Silver	Diesel	Automatic	2.2	197,724	69,274	6,329	Low
X1	2,024	Europe	Silver	Electric	Manual	3.1	92,224	39,044	3,722	Low
i3	2,012	Middle East	Black	Electric	Manual	2.1	28,843	85,694	9,739	High
i8	2,013	Africa	Red	Diesel	Manual	2.3	31,800	70,782	104	Low
M3	2,010	Europe	Black	Hybrid	Automatic	2.2	69,117	83,008	5,566	Low
M3	2,023	Europe	White	Petrol	Automatic	2.6	8,155	41,865	5,163	Low
i8	2,018	North America	Grey	Diesel	Automatic	2	156,404	55,997	8,219	High
i3	2,023	South America	Silver	Diesel	Manual	4.3	39,122	119,769	5,507	Low
X1	2,017	Asia	Grey	Diesel	Automatic	2.3	76,576	108,807	6,323	Low
X1	2,013	South America	Silver	Hybrid	Manual	3	122,430	36,420	7,405	High
X3	2,011	Asia	Black	Hybrid	Manual	1.6	107,971	57,409	1,617	Low
M5	2,023	North America	Grey	Petrol	Manual	1.9	39,162	69,750	8,282	High
X5	2,018	North America	Black	Electric	Manual	4.6	13,810	96,769	389	Low
X6	2,013	Asia	White	Diesel	Manual	4.4	185,524	37,040	2,266	Low
M5	2,018	North America	White	Hybrid	Manual	4.4	197,529	56,822	9,507	High
X1	2,019	Africa	Grey	Electric	Automatic	2.9	162,135	99,395	1,699	Low
X6	2,012	North America	Red	Petrol	Automatic	2	8,518	54,123	4,025	Low
X6	2,016	Asia	Blue	Electric	Manual	1.9	64,180	91,599	2,648	Low
M3	2,016	Asia	Red	Petrol	Manual	3.6	33,487	78,254	4,844	Low
i8	2,019	Africa	Red	Electric	Manual	4.4	177,165	102,107	4,285	Low
3 Series	2,022	Asia	Black	Electric	Automatic	4.7	18,354	88,005	6,478	Low
i3	2,013	Europe	Silver	Petrol	Automatic	2.5	23,932	64,857	7,672	High
X5	2,011	South America	White	Diesel	Automatic	2.6	111,819	90,358	5,593	Low
5 Series	2,020	Asia	Blue	Diesel	Automatic	1.9	33,674	98,550	4,975	Low
X1	2,018	South America	Red	Electric	Manual	4.2	193,856	63,202	8,885	High
M3	2,013	South America	Blue	Hybrid	Automatic	2.5	170,673	104,772	3,088	Low
X5	2,017	Middle East	Silver	Petrol	Automatic	3.2	6,688	31,195	2,826	Low
i8	2,023	Europe	Red	Hybrid	Automatic	4.8	175,428	81,784	4,844	Low
i8	2,011	Africa	Grey	Diesel	Manual	4.1	833	101,477	1,225	Low
7 Series	2,017	Middle East	Red	Electric	Automatic	1.7	36,601	112,809	5,391	Low
X1	2,020	Africa	White	Petrol	Manual	1.5	64,919	67,134	6,534	Low
M5	2,019	Asia	Grey	Electric	Manual	4.3	47,847	59,360	8,465	High
X5	2,014	Asia	Blue	Diesel	Manual	3.4	197,772	109,897	2,381	Low
i8	2,016	South America	Black	Electric	Automatic	4	95,200	73,335	4,644	Low
M3	2,016	South America	Silver	Petrol	Automatic	2	168,710	73,720	720	Low
i3	2,021	Middle East	Red	Diesel	Manual	4.6	40,994	44,545	6,283	Low
M5	2,018	Middle East	Blue	Hybrid	Manual	4.2	18,706	78,130	8,184	High
3 Series	2,012	Middle East	Red	Hybrid	Manual	4.6	72,601	57,768	6,608	Low

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