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
X3	2,023	North America	Black	Hybrid	Manual	2.5	199,840	80,703	2,386	Low
X6	2,010	Middle East	Black	Hybrid	Manual	4.8	187,155	52,822	9,969	High
X3	2,016	Africa	White	Diesel	Manual	3.5	45,718	64,059	5,714	Low
5 Series	2,022	Middle East	Red	Hybrid	Automatic	2.7	82,383	60,675	4,836	Low
X5	2,010	South America	Blue	Diesel	Manual	3	59,647	65,296	4,694	Low
5 Series	2,015	Asia	Blue	Petrol	Manual	2.7	123,053	77,524	2,623	Low
i3	2,022	North America	White	Petrol	Automatic	2	38,682	53,729	9,477	High
X1	2,020	Asia	Grey	Electric	Manual	1.7	106,883	113,293	3,828	Low
M3	2,019	Africa	Grey	Petrol	Manual	2.6	28,942	52,456	3,171	Low
5 Series	2,020	Asia	Black	Hybrid	Automatic	3.1	178,003	90,196	6,044	Low
i8	2,019	Africa	Black	Diesel	Automatic	2.8	50,098	61,983	1,559	Low
M5	2,017	Africa	White	Petrol	Manual	1.5	139,498	118,177	2,998	Low
i8	2,016	North America	Red	Petrol	Manual	3.5	92,903	79,809	6,327	Low
3 Series	2,013	Middle East	Grey	Diesel	Automatic	2	110,159	87,984	2,439	Low
i3	2,010	Africa	Blue	Petrol	Automatic	2.2	141,217	46,812	9,670	High
3 Series	2,010	Africa	Grey	Hybrid	Automatic	1.9	170,445	79,922	3,686	Low
i3	2,013	Europe	Black	Diesel	Automatic	3.3	105,818	78,673	6,123	Low
X5	2,014	North America	Black	Electric	Manual	1.8	5,313	119,561	5,495	Low
M3	2,021	Asia	Red	Electric	Automatic	2.4	100,508	104,389	1,457	Low
5 Series	2,016	Asia	Silver	Diesel	Manual	3.1	86,532	71,564	882	Low
M5	2,023	Middle East	Red	Diesel	Automatic	2.1	110,683	46,730	6,788	Low
X6	2,013	South America	Silver	Hybrid	Automatic	3.1	165,601	35,078	9,282	High
M5	2,019	Africa	Black	Electric	Automatic	2.7	192,661	49,216	2,314	Low
X6	2,023	Africa	Grey	Petrol	Automatic	4.5	150,589	37,204	8,564	High
X3	2,021	Africa	Grey	Petrol	Manual	4.3	198,512	102,180	4,078	Low
M3	2,010	Middle East	Grey	Diesel	Automatic	5	41,263	36,885	5,643	Low
X5	2,020	Middle East	Blue	Electric	Automatic	3.4	8,153	109,250	2,330	Low
X6	2,019	Asia	Blue	Electric	Automatic	3.5	130,930	109,775	1,299	Low
M3	2,016	Europe	Black	Diesel	Automatic	4.8	55,427	46,867	4,428	Low
X1	2,011	Europe	Red	Diesel	Manual	2.9	54,756	88,250	5,938	Low
M3	2,022	South America	Blue	Diesel	Automatic	3.4	176,928	45,600	7,169	High
i3	2,020	Africa	Grey	Diesel	Manual	2.8	162,896	44,877	5,707	Low
i3	2,011	Africa	Red	Hybrid	Manual	3.4	60,465	116,655	6,477	Low
M3	2,017	South America	Red	Diesel	Automatic	1.8	111,608	83,794	4,791	Low
i3	2,021	Asia	Silver	Hybrid	Automatic	4.2	149,618	60,108	7,358	High
X5	2,019	Europe	Black	Diesel	Manual	4.9	86,791	49,921	3,719	Low
5 Series	2,019	South America	Red	Diesel	Automatic	1.7	120,239	109,586	7,326	High
X1	2,019	Africa	Silver	Petrol	Automatic	4.3	82,316	102,538	1,302	Low
X1	2,014	North America	Silver	Electric	Automatic	2.3	85,273	82,018	7,588	High
i8	2,019	North America	Black	Hybrid	Manual	2.2	175,538	45,428	1,217	Low
M5	2,011	North America	Red	Hybrid	Manual	3.9	21,794	76,294	1,344	Low
7 Series	2,014	Asia	Grey	Hybrid	Automatic	1.7	81,582	94,789	1,199	Low
5 Series	2,017	Africa	Silver	Petrol	Automatic	3.1	81,131	100,939	7,957	High
M5	2,015	North America	Blue	Diesel	Automatic	1.5	78,062	62,301	1,243	Low
i8	2,012	Africa	Grey	Hybrid	Manual	3.4	176,104	66,186	6,645	Low
M3	2,017	North America	Black	Electric	Automatic	3.1	17,343	71,081	563	Low
X5	2,024	Africa	Grey	Petrol	Automatic	4.7	77,416	63,027	6,948	Low
i8	2,023	North America	Red	Hybrid	Manual	4	69,421	30,932	2,270	Low
i8	2,018	Africa	Silver	Hybrid	Automatic	1.9	13,601	114,853	9,482	High
i3	2,014	North America	Silver	Petrol	Manual	2.7	171,710	84,132	2,576	Low
X3	2,022	Asia	Blue	Diesel	Manual	4.8	31,479	85,145	3,083	Low
X5	2,011	Middle East	Silver	Hybrid	Automatic	4	149,210	64,947	7,881	High
i8	2,011	South America	White	Diesel	Manual	3.6	22,442	109,021	5,698	Low
7 Series	2,016	Middle East	Red	Hybrid	Automatic	3.5	14,487	96,566	5,061	Low
M5	2,010	Asia	Black	Petrol	Manual	2.9	118,800	76,652	4,092	Low
X1	2,019	North America	White	Electric	Manual	3.5	77,051	118,832	866	Low
M5	2,021	Europe	White	Petrol	Manual	4.2	172,843	90,124	6,274	Low
X1	2,011	North America	Black	Electric	Automatic	1.9	165,569	32,137	8,400	High
X1	2,019	Africa	White	Diesel	Manual	4.9	148,284	105,927	7,629	High
i8	2,013	Africa	Red	Hybrid	Automatic	2.3	70,055	110,923	7,019	High
X3	2,010	Africa	Silver	Electric	Automatic	3.1	156,879	47,075	2,785	Low
3 Series	2,013	Europe	Red	Hybrid	Automatic	1.6	178,434	112,757	3,135	Low
X1	2,022	Africa	Black	Diesel	Manual	3.4	47,382	111,800	2,394	Low
5 Series	2,021	Asia	Blue	Diesel	Manual	2.8	130,694	65,866	7,366	High
5 Series	2,020	Asia	White	Hybrid	Automatic	2.4	182,615	80,618	9,699	High
M3	2,022	Europe	Black	Hybrid	Automatic	4.9	95,687	67,988	9,253	High
M5	2,019	South America	White	Electric	Manual	3	136,893	95,973	9,948	High
i3	2,024	North America	Red	Diesel	Automatic	3	172,500	61,147	7,747	High
3 Series	2,014	South America	Silver	Petrol	Manual	3.1	95,696	32,803	8,162	High
7 Series	2,018	Asia	White	Electric	Automatic	1.9	78,072	98,435	6,200	Low
X1	2,010	North America	Blue	Electric	Manual	2.9	107,930	108,420	6,738	Low
M3	2,021	Middle East	Black	Petrol	Automatic	2.7	67,965	107,404	6,529	Low
i8	2,014	South America	Silver	Hybrid	Automatic	3.1	49,450	58,439	8,759	High
X1	2,011	Asia	Blue	Petrol	Automatic	4.5	174,411	54,807	1,322	Low
i3	2,018	North America	Red	Diesel	Manual	2.2	13,528	66,163	9,228	High
M5	2,015	Asia	Blue	Electric	Automatic	3.6	140,597	30,163	908	Low
M5	2,011	North America	Red	Diesel	Automatic	1.6	115,448	109,791	4,423	Low
5 Series	2,023	Europe	White	Diesel	Automatic	2.6	112,934	115,292	6,990	Low
i3	2,012	Middle East	Red	Electric	Manual	3.2	191,219	61,479	4,773	Low
i8	2,023	Europe	Black	Electric	Manual	1.8	87,390	57,273	8,346	High
X5	2,017	Asia	Silver	Petrol	Automatic	3.4	29	65,476	6,454	Low
X6	2,010	Europe	Silver	Diesel	Automatic	2.6	105,443	65,313	3,180	Low
M5	2,021	South America	Blue	Petrol	Manual	5	1,584	55,077	2,911	Low
M5	2,012	Africa	White	Electric	Manual	3.7	168,552	77,284	5,406	Low
7 Series	2,022	Middle East	Black	Petrol	Automatic	2.4	159,374	70,686	4,177	Low
X1	2,019	North America	Silver	Electric	Automatic	1.9	59,222	92,174	5,240	Low
M5	2,010	Asia	Red	Electric	Automatic	1.6	193,066	57,319	8,931	High
X1	2,020	Asia	Black	Hybrid	Manual	1.8	75,170	44,202	9,480	High
5 Series	2,020	Africa	White	Petrol	Automatic	3.9	34,899	96,300	7,168	High
7 Series	2,017	North America	Blue	Petrol	Manual	4.5	17,906	112,622	9,034	High
M5	2,010	Africa	Black	Electric	Automatic	2	10,793	94,785	754	Low
i8	2,022	South America	Blue	Electric	Manual	2.9	9,819	40,958	2,295	Low
i8	2,014	South America	White	Electric	Manual	2.7	26,015	96,976	1,882	Low
7 Series	2,013	Asia	White	Electric	Manual	3.8	140,871	108,320	2,927	Low
X5	2,016	Africa	Red	Diesel	Manual	2.1	25,647	53,839	4,425	Low
i8	2,023	Europe	Black	Electric	Automatic	4.8	168,174	50,170	5,997	Low
i3	2,014	Asia	Silver	Diesel	Automatic	4	3,736	75,157	5,726	Low
X5	2,017	Europe	Black	Hybrid	Manual	4.8	16,586	79,871	2,752	Low
X1	2,021	Middle East	Blue	Diesel	Automatic	2.5	5,375	68,774	9,618	High
X6	2,023	South America	Black	Hybrid	Manual	3.6	165,399	62,885	8,714	High

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