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
M3	2,019	Middle East	White	Petrol	Manual	2.5	44,813	96,153	1,392	Low
X6	2,013	North America	Silver	Petrol	Manual	2.5	189,108	39,496	2,634	Low
X3	2,013	Africa	Blue	Electric	Automatic	4.9	189,731	39,801	9,717	High
7 Series	2,017	North America	Blue	Electric	Manual	2.9	97,144	95,534	757	Low
X5	2,015	Europe	White	Petrol	Manual	3.5	91,652	118,941	8,797	High
7 Series	2,018	Europe	Red	Electric	Manual	2.2	67,367	74,676	6,269	Low
i8	2,020	Europe	Black	Petrol	Manual	1.5	9,925	104,694	7,096	High
3 Series	2,024	Europe	White	Petrol	Automatic	2.7	139,239	88,956	9,329	High
M5	2,011	Middle East	White	Petrol	Automatic	3.7	89,540	47,787	2,063	Low
X3	2,014	Europe	White	Hybrid	Manual	3.9	55,383	75,605	8,284	High
X1	2,015	Asia	Black	Hybrid	Automatic	4.1	68,365	79,529	7,883	High
i3	2,017	Europe	Grey	Petrol	Manual	4.5	196,819	114,927	6,630	Low
X5	2,013	North America	Grey	Hybrid	Automatic	1.9	12,480	115,642	3,219	Low
X5	2,020	Europe	Red	Diesel	Manual	1.8	164,272	90,164	1,190	Low
i8	2,016	Asia	Grey	Petrol	Automatic	4.3	159,716	33,452	1,717	Low
X3	2,020	Africa	Red	Petrol	Manual	3	124,921	37,708	3,727	Low
X3	2,016	North America	Black	Electric	Automatic	4.8	103,643	41,317	165	Low
7 Series	2,013	South America	Silver	Hybrid	Automatic	4.8	10,908	32,766	880	Low
7 Series	2,010	Europe	Blue	Hybrid	Manual	2	154,809	98,359	3,427	Low
3 Series	2,012	Africa	Silver	Petrol	Manual	3.9	153,337	72,219	3,636	Low
X1	2,011	Middle East	Grey	Hybrid	Manual	1.7	76,615	57,657	5,023	Low
M3	2,022	Europe	White	Petrol	Manual	2.9	100,382	99,004	3,209	Low
X3	2,022	South America	Blue	Diesel	Automatic	4.4	173,445	107,640	7,694	High
i8	2,021	Africa	Silver	Petrol	Manual	3.1	46,600	44,381	8,336	High
3 Series	2,012	Middle East	Red	Petrol	Manual	1.6	74,091	42,088	2,683	Low
M3	2,014	South America	White	Hybrid	Automatic	2.3	193,041	100,477	3,241	Low
X6	2,020	Middle East	Silver	Diesel	Manual	1.8	153,629	76,842	2,527	Low
7 Series	2,021	North America	Grey	Electric	Automatic	2.9	23,032	50,080	9,375	High
5 Series	2,010	Asia	White	Petrol	Manual	3.9	177,235	106,102	1,249	Low
5 Series	2,014	South America	Blue	Diesel	Manual	3.8	44,859	104,225	763	Low
X5	2,011	North America	Silver	Hybrid	Automatic	4	176,310	112,176	4,501	Low
3 Series	2,023	South America	Grey	Diesel	Manual	2.8	163,450	62,880	5,935	Low
X5	2,013	Asia	Blue	Electric	Automatic	2.4	107,404	116,517	3,972	Low
X3	2,015	South America	Grey	Hybrid	Manual	1.7	72,449	60,986	1,273	Low
3 Series	2,018	Asia	Silver	Electric	Manual	4.8	107,780	33,526	6,812	Low
5 Series	2,019	Asia	Blue	Electric	Automatic	1.9	134,080	105,532	1,387	Low
5 Series	2,015	North America	Grey	Hybrid	Manual	2.1	194,807	119,699	9,561	High
M3	2,019	Africa	Red	Hybrid	Manual	1.6	177,468	70,929	4,885	Low
i8	2,022	South America	Blue	Petrol	Manual	2.6	58,169	52,251	2,275	Low
X6	2,020	Africa	White	Diesel	Automatic	4.4	36,107	34,800	1,683	Low
X3	2,021	Middle East	White	Electric	Automatic	2.7	15,400	114,674	6,036	Low
7 Series	2,011	Asia	Blue	Diesel	Automatic	3.8	62,929	33,212	6,271	Low
i8	2,017	South America	White	Hybrid	Manual	4.9	2,339	52,580	6,871	Low
5 Series	2,014	Africa	Red	Electric	Manual	4.6	64,093	59,230	5,625	Low
M5	2,018	North America	Blue	Electric	Manual	2.1	154,665	103,712	7,194	High
5 Series	2,024	Europe	White	Electric	Automatic	2.8	188,597	97,737	2,094	Low
M3	2,019	Europe	Black	Hybrid	Automatic	4.1	110,517	64,037	4,591	Low
M3	2,018	Asia	Grey	Diesel	Automatic	4.9	80,724	72,961	3,321	Low
X6	2,013	Asia	Grey	Petrol	Manual	4	122,746	85,388	7,693	High
X1	2,022	North America	Grey	Hybrid	Automatic	2.4	11,590	111,889	592	Low
i3	2,010	Asia	Black	Electric	Manual	2	90,180	107,042	4,855	Low
X5	2,020	North America	Silver	Hybrid	Automatic	3.2	197,817	91,644	7,796	High
5 Series	2,023	Europe	Black	Hybrid	Manual	2.2	11,342	60,790	7,008	High
X3	2,018	North America	Blue	Diesel	Automatic	2.3	154,671	43,934	6,020	Low
5 Series	2,018	Asia	Blue	Hybrid	Automatic	3.7	76,022	118,617	6,642	Low
5 Series	2,017	North America	Grey	Hybrid	Manual	3.3	183,953	63,626	7,695	High
3 Series	2,014	Asia	Silver	Diesel	Manual	1.9	70,258	102,507	6,063	Low
X5	2,014	Middle East	Red	Electric	Manual	2	178,187	92,583	2,468	Low
M5	2,019	Europe	Blue	Hybrid	Manual	1.6	42,778	112,733	1,414	Low
5 Series	2,015	North America	Grey	Electric	Automatic	2.3	104,141	38,597	9,339	High
X1	2,010	South America	Red	Diesel	Automatic	4.6	166,008	82,096	6,217	Low
i8	2,018	Africa	Silver	Diesel	Manual	4.3	50,508	92,781	8,164	High
M5	2,014	Asia	Red	Hybrid	Automatic	3	196,061	86,259	5,746	Low
X6	2,016	Africa	Black	Diesel	Automatic	4.1	198,525	86,123	3,656	Low
X6	2,020	Asia	Blue	Electric	Automatic	2.9	92,835	70,266	8,405	High
X3	2,024	North America	Silver	Diesel	Automatic	4.3	8,308	76,007	8,573	High
M5	2,017	Europe	Red	Diesel	Automatic	2.1	71,539	72,813	6,632	Low
M5	2,014	North America	Silver	Hybrid	Automatic	2	15,336	59,429	8,477	High
i8	2,012	Africa	Silver	Hybrid	Automatic	1.8	55,201	32,960	3,885	Low
i3	2,015	Europe	White	Hybrid	Manual	2.3	94,641	86,692	481	Low
X3	2,016	Asia	Blue	Hybrid	Automatic	2	141,656	105,793	5,870	Low
3 Series	2,022	Europe	Grey	Electric	Manual	4.3	174,129	87,701	4,493	Low
3 Series	2,023	Middle East	Blue	Petrol	Manual	2.3	158,222	104,932	4,830	Low
X1	2,013	North America	Black	Petrol	Manual	3.3	110,574	112,307	787	Low
i3	2,018	North America	Black	Hybrid	Manual	4.1	110,454	35,457	1,260	Low
5 Series	2,023	Europe	White	Electric	Manual	3.9	145,996	91,834	652	Low
i8	2,020	North America	Black	Electric	Automatic	2.2	194,264	53,651	5,708	Low
7 Series	2,013	North America	White	Hybrid	Manual	1.8	7,393	84,665	3,683	Low
X3	2,020	Africa	Black	Diesel	Manual	4.7	105,409	45,112	5,268	Low
5 Series	2,019	South America	Red	Petrol	Automatic	3.7	192,404	98,382	1,295	Low
3 Series	2,011	North America	Blue	Electric	Automatic	4	10,582	71,478	5,733	Low
X1	2,018	Africa	Silver	Electric	Manual	2.9	27,344	99,330	5,365	Low
5 Series	2,013	Asia	Silver	Diesel	Manual	2.3	184,252	32,859	8,137	High
M3	2,013	Europe	Silver	Electric	Manual	3.4	183,555	54,863	119	Low
i3	2,019	Africa	Grey	Hybrid	Manual	1.8	159,080	40,545	7,593	High
X3	2,010	Middle East	Black	Electric	Automatic	4.3	7,983	84,686	5,926	Low
X5	2,023	Africa	Blue	Electric	Automatic	3.8	5,504	98,894	5,399	Low
3 Series	2,011	Europe	Silver	Diesel	Manual	4.2	95,238	106,882	2,565	Low
7 Series	2,021	Europe	Grey	Electric	Manual	3.5	179,132	80,365	3,870	Low
M5	2,012	Asia	Black	Hybrid	Manual	3.5	164,020	84,328	6,945	Low
X6	2,016	Asia	Blue	Diesel	Automatic	3.6	144,478	114,705	899	Low
X6	2,021	Asia	Black	Petrol	Automatic	4.2	196,898	108,858	7,964	High
i8	2,018	Europe	White	Diesel	Manual	2.3	17,428	80,325	2,799	Low
X6	2,021	Europe	Black	Petrol	Manual	3.9	116,923	50,984	6,571	Low
X5	2,014	Asia	Black	Electric	Manual	3.4	136,267	53,710	9,171	High
M5	2,013	Europe	Silver	Electric	Manual	3.2	101,636	69,353	1,342	Low
X3	2,022	South America	Black	Diesel	Automatic	3.4	123,578	115,807	7,112	High
7 Series	2,011	North America	White	Petrol	Manual	2.5	143,947	38,979	3,287	Low
X5	2,023	Asia	Red	Diesel	Manual	1.6	37,496	48,746	4,563	Low
3 Series	2,022	North America	Blue	Diesel	Automatic	4.2	109,065	90,892	9,125	High

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