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
3 Series	2,024	South America	Blue	Petrol	Automatic	2.3	160,991	59,070	1,067	Low
7 Series	2,019	Middle East	Silver	Petrol	Manual	2.2	99,458	72,626	8,539	High
5 Series	2,017	Asia	Red	Hybrid	Automatic	1.6	18,191	119,540	6,048	Low
i3	2,012	South America	White	Diesel	Manual	3.5	192,898	80,907	2,005	Low
7 Series	2,020	Africa	White	Diesel	Automatic	2.2	73,675	89,934	9,128	High
X1	2,013	Africa	White	Electric	Manual	4.6	89,303	39,660	167	Low
3 Series	2,022	Europe	Grey	Petrol	Manual	3.6	51,641	36,985	9,475	High
5 Series	2,020	Europe	Blue	Electric	Manual	3.4	31,434	64,510	3,263	Low
3 Series	2,019	South America	Grey	Electric	Automatic	3.3	132,246	65,934	3,438	Low
3 Series	2,011	Asia	Red	Petrol	Manual	2.3	87,619	66,542	2,927	Low
i3	2,024	Europe	White	Diesel	Automatic	4.9	122,125	97,751	4,195	Low
M5	2,019	Asia	Blue	Diesel	Manual	4.9	166,565	112,962	880	Low
5 Series	2,022	Asia	Black	Electric	Manual	2.6	140,232	34,280	310	Low
X5	2,018	South America	Black	Electric	Manual	4.2	120,673	106,043	7,490	High
X3	2,012	South America	Black	Hybrid	Automatic	1.9	169,197	47,682	2,443	Low
X1	2,024	Europe	Blue	Hybrid	Automatic	4.2	49,767	81,156	8,989	High
X1	2,018	Africa	Red	Petrol	Manual	2.5	89,012	63,090	5,629	Low
7 Series	2,022	Asia	Black	Petrol	Manual	2.5	14,140	78,821	5,902	Low
i3	2,016	Europe	White	Diesel	Automatic	3.3	61,010	91,104	3,774	Low
i8	2,015	Middle East	White	Hybrid	Manual	2.9	17,764	44,125	6,934	Low
5 Series	2,020	Europe	Blue	Petrol	Manual	1.9	165,058	99,468	7,250	High
X6	2,021	Asia	Grey	Diesel	Manual	3.6	59,959	84,009	3,313	Low
i8	2,020	Asia	Blue	Electric	Automatic	2.2	175,804	60,457	7,168	High
X5	2,012	Europe	Red	Electric	Automatic	3.1	120,357	42,838	6,892	Low
X6	2,020	Asia	Blue	Electric	Manual	2.3	60,954	108,921	855	Low
X1	2,016	Africa	White	Diesel	Automatic	4.5	20,208	103,058	6,633	Low
M5	2,024	Middle East	Black	Electric	Automatic	2.7	153,349	77,273	2,539	Low
5 Series	2,020	Europe	Black	Diesel	Automatic	4.6	77,535	65,330	4,564	Low
X5	2,023	Africa	Grey	Electric	Manual	2.6	147,317	80,738	9,841	High
i8	2,012	Europe	Grey	Electric	Manual	2.1	199,441	101,375	1,387	Low
7 Series	2,022	Asia	White	Diesel	Manual	3.5	194,207	47,381	411	Low
M3	2,020	Asia	White	Petrol	Automatic	3.4	53,203	82,765	5,021	Low
i3	2,015	Middle East	Black	Electric	Automatic	3.7	98,595	74,441	9,869	High
X5	2,017	Europe	Black	Electric	Manual	2.6	105,806	49,858	5,238	Low
X6	2,014	North America	Black	Diesel	Manual	2.6	89,074	92,667	8,122	High
7 Series	2,020	Middle East	Black	Hybrid	Manual	2.3	181,261	108,715	4,714	Low
M5	2,020	Middle East	Silver	Petrol	Automatic	4.7	146,260	108,340	2,437	Low
3 Series	2,022	North America	Blue	Hybrid	Manual	3.9	144,002	101,222	6,201	Low
X1	2,012	Asia	Silver	Diesel	Manual	4.1	96,518	107,271	5,647	Low
X5	2,015	Africa	Grey	Electric	Manual	2.2	117,520	48,837	7,908	High
X6	2,024	South America	Black	Hybrid	Automatic	3.8	111,043	39,930	9,146	High
7 Series	2,017	South America	White	Diesel	Automatic	4.2	165,177	34,121	8,442	High
i8	2,019	Middle East	White	Hybrid	Automatic	2.7	172,908	106,215	8,919	High
X3	2,012	South America	Silver	Petrol	Manual	2.1	146,018	58,052	417	Low
i3	2,021	Middle East	Grey	Hybrid	Automatic	3.9	173,381	34,460	8,766	High
X1	2,022	Africa	White	Electric	Manual	3.6	198,370	113,800	1,848	Low
7 Series	2,023	North America	Grey	Hybrid	Automatic	3.5	134,189	115,022	7,419	High
M3	2,020	Middle East	Blue	Electric	Automatic	2.1	110,357	37,980	7,031	High
5 Series	2,020	Africa	Grey	Petrol	Manual	2.4	24,519	34,414	6,962	Low
i3	2,014	Europe	Silver	Petrol	Automatic	3.7	186,842	51,122	2,618	Low
7 Series	2,018	South America	Red	Electric	Automatic	3.6	136,091	116,782	3,023	Low
7 Series	2,023	North America	Grey	Hybrid	Automatic	3.4	180,353	44,296	9,183	High
X1	2,023	North America	Blue	Petrol	Manual	4.2	123,578	45,515	1,516	Low
7 Series	2,019	Middle East	Black	Electric	Automatic	4.4	36,405	119,374	3,247	Low
X5	2,024	Africa	Black	Hybrid	Automatic	2.5	36,929	57,542	6,846	Low
M5	2,024	Europe	Red	Electric	Automatic	2.1	142,270	86,264	1,733	Low
X1	2,019	North America	Red	Electric	Manual	2.2	181,229	61,297	1,747	Low
3 Series	2,012	Asia	Blue	Diesel	Automatic	2.5	128,134	79,469	6,232	Low
5 Series	2,022	Asia	Blue	Diesel	Manual	4.8	263	60,045	618	Low
X1	2,021	Asia	Silver	Diesel	Manual	2	17,621	82,690	6,779	Low
i8	2,020	Middle East	Red	Diesel	Manual	4.6	133,862	98,191	3,685	Low
M3	2,011	North America	White	Electric	Manual	2.2	4,059	106,564	448	Low
X6	2,020	North America	White	Petrol	Manual	2.7	71,461	34,502	4,701	Low
7 Series	2,022	Asia	Blue	Hybrid	Automatic	1.9	154,493	62,919	9,740	High
5 Series	2,023	Africa	Silver	Electric	Automatic	1.9	180,001	103,441	3,198	Low
M3	2,017	North America	Grey	Electric	Automatic	1.8	8,645	50,289	8,662	High
i3	2,023	South America	Blue	Petrol	Automatic	2.7	14,558	112,721	7,611	High
3 Series	2,023	Africa	Silver	Diesel	Manual	3.3	85,498	119,193	3,819	Low
7 Series	2,023	Africa	White	Diesel	Manual	2.2	153,870	33,253	2,808	Low
M3	2,016	Europe	White	Electric	Manual	4.8	154,812	60,444	878	Low
M5	2,021	South America	Black	Electric	Manual	3.6	114,932	40,855	8,550	High
7 Series	2,018	South America	Blue	Electric	Manual	4.6	198,264	107,214	4,934	Low
X1	2,024	South America	Red	Hybrid	Automatic	2	162,544	59,844	4,788	Low
3 Series	2,013	Asia	White	Diesel	Manual	2	44,739	101,050	8,260	High
7 Series	2,012	Middle East	Blue	Petrol	Manual	4.5	119,940	30,680	3,859	Low
M5	2,019	Africa	White	Petrol	Manual	3.5	178,006	99,473	7,419	High
M5	2,014	North America	Red	Hybrid	Manual	4.8	95,948	104,230	3,393	Low
i8	2,020	South America	White	Hybrid	Automatic	2	91,964	113,908	2,514	Low
X3	2,010	Africa	Red	Diesel	Manual	1.6	171,628	94,521	6,063	Low
5 Series	2,014	Africa	Red	Diesel	Automatic	4.7	154,394	67,797	5,591	Low
M3	2,022	North America	Grey	Hybrid	Automatic	3.9	52,830	64,418	1,030	Low
5 Series	2,022	North America	White	Hybrid	Automatic	4.3	140,306	77,063	9,536	High
7 Series	2,012	South America	Black	Diesel	Manual	2.5	38,045	106,013	3,226	Low
i8	2,010	Africa	Red	Hybrid	Manual	1.5	48,102	97,478	7,108	High
X6	2,012	South America	Grey	Petrol	Automatic	3.2	187,524	84,287	2,045	Low
X3	2,014	Europe	Red	Diesel	Automatic	5	124,019	59,963	9,265	High
i3	2,014	Asia	Silver	Electric	Automatic	4.7	133,949	102,113	2,388	Low
M5	2,024	Africa	Silver	Diesel	Manual	1.8	120,777	49,471	5,036	Low
X6	2,019	Asia	Grey	Electric	Manual	2.2	173,945	102,801	1,424	Low
X6	2,021	South America	Red	Petrol	Manual	2.6	95,220	58,877	8,119	High
M3	2,017	Middle East	Red	Diesel	Automatic	4.4	91,726	56,405	6,952	Low
M3	2,020	North America	Grey	Electric	Automatic	4.4	3,668	45,221	4,019	Low
7 Series	2,010	Asia	Black	Diesel	Manual	2.1	160,853	88,667	8,958	High
M5	2,016	Middle East	Silver	Petrol	Automatic	3.4	168,089	57,955	8,074	High
5 Series	2,014	Middle East	Black	Diesel	Automatic	3.3	70,084	112,979	4,756	Low
M5	2,012	Africa	Blue	Diesel	Manual	2.9	22,989	40,846	9,507	High
7 Series	2,013	Europe	Grey	Electric	Manual	3.4	55,605	85,443	3,422	Low
M3	2,012	Middle East	Red	Diesel	Automatic	2.5	74,307	37,840	345	Low
X6	2,017	Europe	Red	Hybrid	Manual	3.4	117,991	111,819	1,943	Low
i3	2,013	Asia	Blue	Hybrid	Manual	3.9	62,087	72,221	4,020	Low

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