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	Middle East	Blue	Electric	Manual	3.4	79,481	66,522	2,540	Low
3 Series	2,012	Africa	White	Electric	Automatic	1.9	158,836	89,286	6,649	Low
5 Series	2,022	Middle East	Black	Petrol	Automatic	2.8	31,981	58,245	7,476	High
X3	2,018	Europe	White	Electric	Automatic	4.9	40,956	58,556	384	Low
3 Series	2,017	Middle East	Black	Diesel	Manual	3.4	69,142	37,059	3,760	Low
M5	2,021	North America	Silver	Electric	Automatic	3.5	169,317	91,910	8,177	High
X6	2,024	South America	Red	Petrol	Automatic	4.8	43,534	106,689	5,454	Low
M3	2,020	North America	Silver	Electric	Automatic	4.6	91,365	49,829	868	Low
X5	2,020	Europe	Black	Petrol	Manual	3.5	134,603	38,117	1,021	Low
M5	2,024	Africa	Blue	Diesel	Automatic	2.4	187,280	46,848	202	Low
i8	2,018	Asia	Black	Electric	Automatic	1.9	47,201	107,836	3,768	Low
3 Series	2,016	Asia	Silver	Petrol	Automatic	4.5	662	36,356	916	Low
5 Series	2,016	South America	Black	Electric	Automatic	4.7	159,331	60,819	5,033	Low
X3	2,014	Asia	White	Hybrid	Automatic	3.2	101,306	108,207	8,238	High
7 Series	2,016	North America	Black	Petrol	Manual	1.8	15,735	84,055	6,011	Low
X6	2,013	South America	White	Electric	Automatic	3.6	91,452	115,485	8,419	High
M3	2,014	South America	Grey	Petrol	Automatic	2.8	46,815	105,203	2,771	Low
X5	2,021	Middle East	Blue	Petrol	Manual	2.1	160,487	58,612	6,875	Low
5 Series	2,010	Middle East	Black	Hybrid	Automatic	4.7	173,677	74,981	2,382	Low
X1	2,020	North America	Black	Hybrid	Manual	2.3	182,376	56,937	8,567	High
7 Series	2,013	Asia	Silver	Diesel	Manual	4	7,088	85,826	6,375	Low
i3	2,012	South America	Black	Diesel	Automatic	3	43,311	71,884	1,327	Low
X5	2,011	South America	Blue	Hybrid	Automatic	4.4	160,779	72,529	392	Low
3 Series	2,011	Europe	Black	Hybrid	Manual	4	140,447	109,236	1,568	Low
X1	2,017	South America	White	Hybrid	Automatic	1.9	142,906	49,320	209	Low
i3	2,010	Asia	Red	Hybrid	Automatic	3.1	60,821	68,783	944	Low
5 Series	2,017	Europe	Black	Electric	Automatic	2.4	147,251	106,878	119	Low
5 Series	2,018	Asia	Blue	Petrol	Automatic	4	169,877	52,639	2,645	Low
X3	2,015	Africa	Red	Diesel	Automatic	3.4	108,631	47,630	3,808	Low
i8	2,010	Europe	Blue	Electric	Manual	2.7	101,084	35,978	9,461	High
X5	2,019	North America	Silver	Hybrid	Manual	2.7	116,519	84,440	7,067	High
M5	2,021	Asia	Grey	Diesel	Manual	1.9	143,415	78,663	4,748	Low
i8	2,016	Africa	Red	Hybrid	Automatic	2.2	193,002	50,948	8,038	High
M5	2,024	Africa	Silver	Electric	Manual	4	96,226	58,880	3,128	Low
X5	2,024	Asia	Blue	Hybrid	Manual	3.6	172,819	87,894	312	Low
3 Series	2,014	Asia	Blue	Petrol	Manual	2.7	58,411	119,683	6,739	Low
M3	2,024	North America	Black	Diesel	Automatic	4.4	139,788	92,560	7,479	High
M5	2,018	Europe	Blue	Petrol	Automatic	3.2	131,524	82,596	4,025	Low
X5	2,016	South America	Silver	Petrol	Automatic	4.3	147,301	89,404	4,813	Low
X6	2,014	Europe	White	Hybrid	Automatic	4.2	96,760	104,942	5,677	Low
X1	2,022	Europe	Red	Diesel	Automatic	4.5	162,251	74,517	6,464	Low
3 Series	2,011	North America	Grey	Electric	Manual	4.5	108,015	65,066	6,988	Low
3 Series	2,023	Africa	Red	Electric	Manual	3.9	2,589	52,875	7,027	High
X1	2,013	South America	Blue	Electric	Automatic	4.1	189,120	35,543	7,465	High
5 Series	2,011	Middle East	Silver	Electric	Automatic	4.2	5,086	71,076	3,468	Low
7 Series	2,018	Africa	Red	Petrol	Automatic	2.1	105,102	49,143	3,453	Low
i3	2,011	Europe	White	Hybrid	Automatic	2.6	45,778	66,404	1,721	Low
7 Series	2,011	Africa	White	Electric	Automatic	1.9	147,437	79,631	4,123	Low
X6	2,011	Africa	Blue	Petrol	Automatic	2.2	122,367	77,040	1,807	Low
5 Series	2,010	Africa	White	Electric	Automatic	4.2	91,908	74,974	4,719	Low
M3	2,018	Europe	Red	Hybrid	Manual	4.8	15,183	73,681	5,236	Low
7 Series	2,017	Europe	Black	Diesel	Automatic	3.9	74,172	81,715	9,563	High
M5	2,011	South America	Red	Electric	Automatic	4.6	24,777	118,962	4,028	Low
X6	2,011	Asia	White	Hybrid	Automatic	2.6	26,356	50,447	1,182	Low
i8	2,014	Asia	Silver	Petrol	Automatic	4.5	15,812	94,947	5,915	Low
M5	2,021	Europe	Grey	Petrol	Automatic	2.7	170,347	73,455	5,061	Low
M5	2,022	Africa	White	Hybrid	Manual	4.6	41,412	91,849	9,165	High
5 Series	2,023	South America	Grey	Hybrid	Manual	4.3	10,223	56,344	1,263	Low
i3	2,021	Africa	Grey	Diesel	Manual	4.9	27,620	46,525	5,726	Low
5 Series	2,023	Europe	Silver	Electric	Manual	4.4	49,683	96,305	7,370	High
X3	2,013	Africa	Red	Petrol	Automatic	2.9	51,570	49,897	9,162	High
3 Series	2,011	Asia	Red	Diesel	Automatic	1.9	52,999	117,084	2,399	Low
M3	2,017	Europe	Silver	Hybrid	Manual	4.6	102,214	83,297	1,370	Low
i8	2,017	South America	Silver	Hybrid	Manual	3.5	83,421	49,715	2,868	Low
M3	2,022	Asia	Black	Diesel	Manual	4.5	141,355	63,673	1,326	Low
3 Series	2,013	Africa	Red	Petrol	Manual	2.9	35,327	73,643	635	Low
i8	2,023	Middle East	White	Electric	Manual	1.6	71,218	33,664	2,162	Low
M5	2,013	North America	White	Electric	Automatic	1.7	199,122	35,434	8,207	High
X1	2,018	Asia	Red	Diesel	Manual	3.8	22,222	64,933	1,394	Low
X5	2,013	North America	White	Electric	Automatic	1.9	45,938	81,810	2,817	Low
X6	2,024	Middle East	Black	Diesel	Automatic	4.1	84,411	38,344	866	Low
X6	2,019	Middle East	Blue	Diesel	Automatic	3	165,814	49,539	7,841	High
i3	2,020	Europe	Silver	Electric	Manual	3.5	197,696	61,796	849	Low
i8	2,018	North America	Red	Electric	Manual	4.3	174,070	39,752	1,651	Low
X3	2,012	Europe	Blue	Petrol	Automatic	2.4	34,658	44,478	3,226	Low
5 Series	2,011	Africa	White	Electric	Manual	2.9	149,083	98,890	3,712	Low
X5	2,024	Asia	Red	Hybrid	Manual	4.1	179,263	51,892	3,770	Low
M3	2,020	Asia	Black	Petrol	Automatic	4.7	141,084	58,563	8,517	High
X5	2,017	North America	Grey	Petrol	Automatic	2.5	5,984	115,016	314	Low
3 Series	2,021	Asia	Blue	Diesel	Automatic	3.7	36,441	49,914	9,427	High
5 Series	2,012	Middle East	Red	Petrol	Automatic	4.8	129,581	110,079	6,069	Low
X1	2,022	North America	White	Hybrid	Manual	3.8	142,709	106,227	3,014	Low
7 Series	2,011	Middle East	White	Diesel	Automatic	4.6	122,572	50,182	2,125	Low
3 Series	2,022	Asia	Black	Electric	Manual	4.8	22,368	91,918	171	Low
X6	2,020	Africa	Grey	Hybrid	Manual	4.8	181,833	98,261	1,972	Low
i3	2,017	Europe	Blue	Petrol	Manual	4.2	193,958	89,656	5,768	Low
3 Series	2,024	South America	Blue	Electric	Automatic	3.4	134,419	60,526	4,768	Low
X5	2,017	Middle East	Red	Diesel	Manual	1.8	117,873	71,645	4,021	Low
7 Series	2,014	Middle East	Red	Petrol	Manual	2.3	62,156	56,438	7,250	High
X6	2,018	Europe	Grey	Hybrid	Manual	2.4	12,362	62,531	2,408	Low
i8	2,020	North America	Grey	Diesel	Automatic	1.6	9,094	71,212	2,511	Low
M3	2,015	Asia	Blue	Petrol	Automatic	1.9	25,072	32,394	2,487	Low
M5	2,014	South America	Blue	Petrol	Manual	2.5	115,470	119,783	4,610	Low
7 Series	2,021	Middle East	Grey	Diesel	Manual	1.8	101,821	73,617	3,955	Low
5 Series	2,012	South America	Grey	Diesel	Manual	2.1	47,670	59,071	1,155	Low
5 Series	2,016	Middle East	Silver	Hybrid	Automatic	1.7	170,570	91,603	6,077	Low
X1	2,023	South America	Red	Petrol	Manual	3	103,937	111,392	9,158	High
7 Series	2,024	Middle East	Silver	Electric	Automatic	4.4	161,965	38,493	4,364	Low
X6	2,018	Middle East	White	Hybrid	Automatic	4.3	183,528	68,990	667	Low
i3	2,013	Africa	Red	Electric	Manual	4.7	105,068	54,191	876	Low

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