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
X5	2,023	North America	White	Petrol	Automatic	2.2	116,727	68,266	1,747	Low
X1	2,020	Europe	Grey	Diesel	Automatic	2.6	154,034	98,332	4,404	Low
7 Series	2,013	Middle East	White	Hybrid	Manual	2.1	156,705	69,213	1,749	Low
i3	2,017	Africa	Red	Hybrid	Manual	4.7	91,429	62,274	6,688	Low
5 Series	2,022	Asia	Red	Hybrid	Manual	4.2	137,431	48,176	231	Low
X6	2,020	Middle East	Black	Hybrid	Automatic	4	77,355	75,794	7,732	High
X6	2,018	Middle East	Grey	Petrol	Manual	1.7	35,022	44,590	3,108	Low
i8	2,018	Asia	Black	Electric	Manual	3.3	23,831	86,235	5,574	Low
X5	2,017	South America	Red	Diesel	Manual	3.5	9,183	76,834	6,952	Low
M5	2,012	Africa	Blue	Hybrid	Manual	2.8	85,055	100,911	4,996	Low
5 Series	2,019	Middle East	White	Petrol	Automatic	2.6	73,573	119,118	7,407	High
M3	2,020	Africa	Silver	Electric	Automatic	4.5	27,051	113,209	526	Low
i3	2,020	Africa	Grey	Petrol	Manual	1.6	138,398	60,793	2,320	Low
i8	2,013	Africa	Black	Electric	Automatic	3.7	3,045	99,713	204	Low
X5	2,010	Middle East	Red	Petrol	Manual	2.9	168,068	53,733	8,171	High
M3	2,018	Middle East	Grey	Electric	Manual	3.8	40,035	97,174	2,526	Low
M5	2,014	Middle East	Silver	Petrol	Manual	2.2	199,409	111,331	1,695	Low
5 Series	2,015	Asia	Blue	Hybrid	Automatic	2.3	32,029	54,889	621	Low
i8	2,012	Africa	Silver	Petrol	Automatic	3.6	51,405	91,380	7,545	High
X1	2,020	North America	Red	Diesel	Manual	4.9	167,550	90,601	8,440	High
5 Series	2,019	Asia	Black	Petrol	Automatic	4.9	138,996	114,131	9,704	High
i3	2,017	Europe	Blue	Hybrid	Automatic	2.4	101,176	82,493	5,839	Low
X1	2,024	North America	Silver	Diesel	Manual	1.9	138,483	60,432	294	Low
5 Series	2,016	Europe	White	Petrol	Manual	3.6	124,544	60,428	2,113	Low
5 Series	2,010	Asia	White	Diesel	Manual	3	111,977	72,066	2,218	Low
7 Series	2,019	Asia	Red	Diesel	Manual	4.2	163,392	30,201	1,405	Low
M3	2,021	North America	Black	Diesel	Manual	3.3	197,545	73,606	7,459	High
X5	2,014	North America	Red	Petrol	Automatic	3.3	126,884	103,640	3,444	Low
7 Series	2,019	Africa	Silver	Diesel	Automatic	3.8	65,290	97,719	4,190	Low
X1	2,018	North America	White	Electric	Automatic	1.9	104,422	73,223	2,512	Low
X1	2,021	North America	Black	Hybrid	Automatic	3.9	148,102	62,325	5,363	Low
X1	2,020	South America	Grey	Electric	Manual	3.2	80,148	40,143	3,370	Low
X3	2,021	Asia	Black	Diesel	Manual	4.4	137,128	47,450	8,960	High
i8	2,015	North America	Black	Petrol	Automatic	2	58,980	98,253	9,530	High
M5	2,017	Middle East	Grey	Diesel	Manual	2.6	152,032	52,702	3,107	Low
X1	2,019	Africa	Blue	Diesel	Manual	4.8	52,788	54,825	6,432	Low
i8	2,010	Europe	Silver	Electric	Automatic	3.4	31,546	117,433	2,191	Low
M3	2,019	Africa	Black	Diesel	Automatic	4.8	34,526	115,969	3,120	Low
i3	2,020	Europe	Grey	Electric	Automatic	3.9	84,027	112,508	7,165	High
X3	2,016	Asia	Blue	Electric	Automatic	4.7	117,298	60,096	3,550	Low
M3	2,012	North America	Grey	Electric	Manual	2.6	177,762	111,743	3,373	Low
X5	2,018	Africa	White	Electric	Manual	1.8	33,949	105,604	1,658	Low
7 Series	2,015	Middle East	White	Petrol	Manual	4.3	57,540	84,095	8,940	High
5 Series	2,014	South America	White	Hybrid	Automatic	4.3	63,868	104,642	7,379	High
i8	2,017	Middle East	White	Petrol	Manual	3.7	46,743	54,456	9,656	High
X6	2,017	Africa	Silver	Hybrid	Manual	3.5	70,552	99,311	5,145	Low
M3	2,021	Africa	Grey	Electric	Manual	4.7	83,913	34,794	1,739	Low
7 Series	2,021	Europe	Grey	Hybrid	Manual	2.1	163,123	118,773	1,468	Low
5 Series	2,012	Asia	Grey	Hybrid	Automatic	3.7	104,848	53,727	6,405	Low
M3	2,011	South America	Red	Diesel	Automatic	1.7	53,467	50,433	7,810	High
7 Series	2,024	Europe	Blue	Electric	Automatic	2	80,598	109,456	5,884	Low
X6	2,011	Middle East	Silver	Electric	Automatic	3	55,792	32,692	5,419	Low
X6	2,023	South America	White	Electric	Manual	4.4	28,498	44,325	3,017	Low
M3	2,014	Middle East	White	Diesel	Automatic	4.1	179,483	30,062	6,969	Low
5 Series	2,019	Europe	Black	Diesel	Automatic	4.9	14,054	51,275	2,747	Low
5 Series	2,021	Middle East	Blue	Petrol	Automatic	1.7	10,387	80,474	2,481	Low
7 Series	2,016	Middle East	Grey	Diesel	Automatic	2.8	105,484	108,343	471	Low
M3	2,017	Europe	Grey	Electric	Manual	2.1	120,907	87,761	5,867	Low
X5	2,019	Africa	Grey	Electric	Manual	1.6	62,380	109,596	8,618	High
X3	2,024	Middle East	Grey	Electric	Manual	2.4	88,718	117,464	7,964	High
M5	2,017	Europe	Grey	Petrol	Automatic	2.4	189,625	73,187	2,269	Low
i3	2,022	Middle East	White	Hybrid	Manual	3	29,635	70,176	2,624	Low
i3	2,021	Asia	Grey	Hybrid	Manual	2	51,872	83,660	4,923	Low
5 Series	2,017	Africa	Black	Petrol	Automatic	3.2	2,339	56,777	1,014	Low
X1	2,024	Asia	Grey	Diesel	Manual	4.7	157,019	95,372	8,429	High
3 Series	2,019	South America	Silver	Electric	Manual	4.1	177,848	40,570	2,044	Low
M3	2,021	Africa	Silver	Petrol	Automatic	4.4	146,155	107,020	6,394	Low
i8	2,020	North America	Silver	Electric	Automatic	4.3	73,620	119,745	2,351	Low
X1	2,012	Middle East	Red	Petrol	Automatic	2.9	176,821	82,262	405	Low
X3	2,023	Middle East	Red	Petrol	Manual	4	166,008	104,215	8,556	High
5 Series	2,020	South America	Blue	Electric	Automatic	4.1	87,682	64,600	8,308	High
5 Series	2,011	South America	Grey	Hybrid	Manual	2.2	102,299	103,193	4,003	Low
X3	2,022	North America	Silver	Hybrid	Manual	4.5	55,973	63,786	6,478	Low
5 Series	2,013	Middle East	Silver	Petrol	Manual	3.1	77,999	81,385	7,452	High
X6	2,024	Middle East	Blue	Diesel	Automatic	1.6	113,547	99,343	9,071	High
3 Series	2,010	North America	Silver	Hybrid	Automatic	3.8	118,494	117,074	5,425	Low
i8	2,012	South America	Blue	Hybrid	Automatic	3.9	79,724	78,818	8,035	High
X1	2,020	Middle East	White	Diesel	Manual	3.4	127,528	60,564	9,677	High
M3	2,018	Middle East	Blue	Hybrid	Automatic	2.2	117,047	32,524	832	Low
7 Series	2,016	North America	Blue	Hybrid	Automatic	3.2	124,310	119,326	1,460	Low
X6	2,016	South America	Blue	Petrol	Automatic	2.9	101,187	66,782	3,479	Low
i8	2,010	Europe	Black	Petrol	Manual	4.9	2,742	111,708	9,408	High
i8	2,016	Africa	Grey	Diesel	Manual	4.4	23,354	71,191	4,416	Low
3 Series	2,019	South America	Silver	Electric	Manual	4.2	96,533	45,701	9,783	High
X5	2,016	Europe	Grey	Diesel	Manual	2.1	159,672	30,366	4,020	Low
X1	2,013	South America	Black	Petrol	Manual	2.7	35,019	107,761	8,075	High
7 Series	2,016	Africa	Black	Hybrid	Manual	2.8	128,356	101,999	6,404	Low
i3	2,017	North America	Black	Hybrid	Automatic	3.2	82,044	95,067	6,934	Low
M3	2,012	Africa	Blue	Hybrid	Manual	1.6	149,948	117,793	2,231	Low
M5	2,022	Asia	Grey	Electric	Automatic	3.6	151,477	106,719	6,324	Low
5 Series	2,019	Asia	Red	Diesel	Manual	2.8	142,458	101,880	668	Low
X3	2,011	North America	White	Hybrid	Manual	3.5	58,461	87,382	6,533	Low
i3	2,016	Asia	Blue	Petrol	Automatic	1.5	140,030	105,712	4,255	Low
3 Series	2,014	North America	Black	Hybrid	Automatic	2.6	11,940	81,108	2,288	Low
7 Series	2,014	Europe	Red	Diesel	Manual	4.2	49,749	70,720	5,812	Low
3 Series	2,023	North America	Silver	Diesel	Automatic	3.3	63,102	87,095	6,405	Low
X6	2,014	Asia	White	Hybrid	Manual	4.3	190,510	48,221	7,707	High
M5	2,024	South America	Black	Electric	Manual	3.9	64,002	105,370	6,078	Low
3 Series	2,016	South America	Black	Petrol	Manual	4.5	13,139	72,819	232	Low
X6	2,018	North America	Silver	Hybrid	Manual	1.5	95,771	68,726	590	Low

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