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	2,021	Middle East	Blue	Petrol	Automatic	3.9	74,001	59,477	8,994	High
3 Series	2,021	Middle East	Grey	Electric	Automatic	3.4	83,201	87,400	6,364	Low
7 Series	2,015	North America	Silver	Electric	Manual	1.7	91,191	103,836	6,649	Low
3 Series	2,019	Europe	Grey	Petrol	Manual	3.9	157,357	106,265	7,740	High
M3	2,015	Middle East	Black	Hybrid	Automatic	5	74,491	83,530	5,588	Low
7 Series	2,023	Middle East	Grey	Diesel	Automatic	2.3	156,020	73,988	650	Low
i3	2,017	North America	Silver	Diesel	Automatic	4.9	113,612	87,645	5,162	Low
5 Series	2,017	South America	Blue	Diesel	Automatic	5	32,186	33,530	8,038	High
X5	2,015	Africa	White	Diesel	Manual	2	100,671	105,299	9,701	High
X5	2,017	Europe	White	Diesel	Automatic	4.7	198,539	116,733	6,557	Low
M5	2,016	North America	Black	Electric	Manual	3.9	90,507	76,148	1,832	Low
5 Series	2,010	Africa	White	Electric	Automatic	3.1	98,699	75,054	6,099	Low
X5	2,014	South America	Red	Petrol	Manual	2.7	196,086	56,247	6,790	Low
3 Series	2,020	Asia	Blue	Hybrid	Automatic	3.7	146,838	108,050	6,305	Low
M3	2,024	Africa	Grey	Diesel	Automatic	4.4	49,559	33,171	2,040	Low
M5	2,019	North America	White	Hybrid	Manual	1.6	148,014	57,460	4,924	Low
X1	2,019	North America	Silver	Electric	Automatic	3.4	194,117	74,020	9,791	High
X3	2,022	Africa	Black	Petrol	Manual	3.8	74,279	46,078	7,576	High
X5	2,019	South America	Blue	Electric	Manual	1.6	22,188	39,286	1,777	Low
7 Series	2,014	Asia	Red	Electric	Manual	4.6	84,546	100,821	9,523	High
X6	2,019	Middle East	Red	Electric	Automatic	4.8	29,298	77,892	4,991	Low
3 Series	2,023	North America	White	Electric	Automatic	3.6	61,885	111,633	5,790	Low
3 Series	2,018	Europe	Grey	Hybrid	Manual	1.9	17,522	93,485	5,760	Low
X1	2,016	North America	Blue	Petrol	Manual	4.8	6,253	104,314	6,855	Low
3 Series	2,016	Europe	Grey	Hybrid	Automatic	4.3	73,848	48,405	3,675	Low
i3	2,019	Europe	Grey	Diesel	Automatic	1.6	158,299	75,886	3,962	Low
3 Series	2,024	Europe	Silver	Hybrid	Manual	3.5	122,549	43,722	3,053	Low
M5	2,011	North America	Silver	Petrol	Automatic	1.9	92,168	56,471	4,691	Low
M3	2,017	Middle East	White	Diesel	Manual	2	184,865	75,516	4,948	Low
X5	2,012	Middle East	White	Electric	Automatic	2.2	170,555	95,431	2,495	Low
i8	2,024	South America	Blue	Diesel	Manual	2.9	130,970	52,303	7,248	High
7 Series	2,018	Middle East	Silver	Diesel	Automatic	4.6	175,547	43,346	7,844	High
X1	2,024	Europe	Black	Petrol	Manual	1.6	65,048	101,906	105	Low
X3	2,015	South America	Silver	Electric	Automatic	3.9	159,826	58,159	9,646	High
5 Series	2,018	South America	Silver	Hybrid	Manual	4.9	160,205	72,180	4,191	Low
X1	2,024	South America	White	Diesel	Manual	3.7	127,737	96,740	2,970	Low
7 Series	2,018	Middle East	Silver	Hybrid	Automatic	4.4	159,058	30,948	778	Low
i3	2,016	Middle East	White	Petrol	Automatic	4.7	197,195	61,254	7,401	High
M5	2,019	Asia	Grey	Petrol	Manual	4	48,606	62,960	7,529	High
7 Series	2,021	North America	Grey	Diesel	Manual	3.8	112,419	86,302	9,774	High
X5	2,017	Middle East	Silver	Diesel	Automatic	1.6	12,440	56,394	7,691	High
3 Series	2,011	Asia	Silver	Petrol	Automatic	3.3	138,681	108,853	862	Low
X6	2,014	North America	White	Hybrid	Manual	3.1	191,036	85,183	9,847	High
M5	2,024	Middle East	Black	Hybrid	Automatic	3.3	151,731	83,782	4,177	Low
M3	2,012	Europe	Red	Diesel	Automatic	3	191,237	56,532	2,722	Low
X5	2,010	Africa	Black	Petrol	Manual	4.7	181,212	119,824	1,040	Low
3 Series	2,022	South America	Blue	Diesel	Automatic	4.6	673	48,416	7,304	High
M5	2,015	South America	Blue	Petrol	Manual	1.9	122,915	45,417	4,431	Low
M3	2,022	South America	Grey	Diesel	Automatic	3.4	54,902	65,868	7,522	High
7 Series	2,021	Africa	White	Hybrid	Manual	4.9	31,794	59,761	3,364	Low
M5	2,024	Europe	Silver	Electric	Manual	3.6	18,506	83,093	5,584	Low
M3	2,018	Middle East	Silver	Hybrid	Automatic	4.3	191,208	70,578	204	Low
3 Series	2,011	Middle East	White	Hybrid	Manual	2.8	189,910	56,860	7,007	High
X5	2,018	Asia	Grey	Electric	Automatic	2.8	145,745	43,909	4,079	Low
X3	2,017	Europe	Silver	Diesel	Manual	2.6	135,092	30,827	2,132	Low
i3	2,020	Africa	Grey	Petrol	Automatic	1.6	124,659	111,955	6,863	Low
5 Series	2,018	Europe	Red	Hybrid	Automatic	4.7	54,425	93,568	3,716	Low
X6	2,014	Europe	Silver	Electric	Automatic	2.7	66,902	44,261	8,399	High
M5	2,022	Europe	Grey	Electric	Automatic	2.8	154,119	113,742	5,681	Low
M5	2,011	Asia	Red	Petrol	Manual	4.2	52,886	59,457	3,678	Low
i8	2,019	South America	White	Hybrid	Automatic	3.3	113,610	92,683	2,158	Low
X6	2,019	South America	Grey	Petrol	Manual	2.8	54,494	46,616	3,151	Low
X6	2,015	South America	White	Electric	Manual	4.6	167,080	69,771	3,608	Low
3 Series	2,016	South America	Silver	Diesel	Manual	4.4	60,496	76,703	8,821	High
5 Series	2,012	South America	Grey	Diesel	Automatic	4.9	123,312	65,716	8,691	High
5 Series	2,023	Middle East	Red	Hybrid	Automatic	3.7	74,936	37,048	8,840	High
M3	2,015	North America	Silver	Petrol	Automatic	3.9	155,738	91,144	1,228	Low
7 Series	2,015	Africa	Blue	Hybrid	Automatic	2.6	136,478	61,612	9,259	High
5 Series	2,017	Asia	White	Hybrid	Manual	1.8	85,264	100,026	8,309	High
X3	2,010	Africa	Grey	Hybrid	Manual	1.9	130,576	89,506	8,908	High
i3	2,013	North America	Red	Diesel	Automatic	3.8	156,779	33,595	2,887	Low
M5	2,024	Middle East	Silver	Diesel	Automatic	1.9	60,770	96,476	4,934	Low
3 Series	2,010	Africa	Grey	Diesel	Automatic	4.7	76,042	114,003	5,279	Low
i8	2,017	Africa	Blue	Petrol	Manual	4	5,331	87,279	4,514	Low
X3	2,011	North America	Red	Diesel	Manual	2.3	59,451	66,640	4,754	Low
3 Series	2,017	South America	White	Hybrid	Automatic	2.5	193,027	118,710	4,668	Low
7 Series	2,012	Europe	Grey	Electric	Manual	4	83,001	114,353	4,722	Low
X1	2,017	South America	White	Diesel	Automatic	4.4	122,242	119,347	3,359	Low
3 Series	2,015	Asia	Grey	Electric	Automatic	4.4	77,127	63,490	3,527	Low
X1	2,010	Africa	Blue	Petrol	Automatic	3.6	130,040	44,532	7,623	High
X3	2,016	Europe	White	Petrol	Manual	2	135,672	79,772	5,837	Low
M3	2,022	Africa	White	Diesel	Automatic	4.4	91,646	76,770	6,637	Low
i3	2,016	North America	Red	Hybrid	Manual	4.3	167,779	75,117	5,275	Low
X6	2,015	Africa	Silver	Hybrid	Manual	4.4	45,603	61,292	9,144	High
X1	2,024	Europe	White	Petrol	Automatic	2.1	96,338	89,230	2,979	Low
3 Series	2,010	Africa	Blue	Electric	Automatic	3.9	102,909	85,770	5,209	Low
X5	2,014	South America	Blue	Electric	Manual	4.9	71,443	119,170	4,197	Low
X1	2,010	Europe	Grey	Diesel	Automatic	2.4	25,604	82,839	1,029	Low
i8	2,010	Africa	Silver	Electric	Manual	4	149,942	68,277	5,534	Low
X1	2,015	South America	Red	Hybrid	Manual	2.4	141,337	69,829	7,729	High
M3	2,017	Africa	Black	Petrol	Automatic	2.6	147,121	42,970	507	Low
i3	2,010	North America	Grey	Electric	Manual	3.2	56,831	54,031	5,693	Low
5 Series	2,011	Africa	White	Diesel	Manual	4.6	3,657	112,511	5,187	Low
X3	2,024	Africa	Black	Diesel	Automatic	1.6	7,767	32,064	8,448	High
X5	2,014	South America	Red	Diesel	Manual	5	67,635	111,440	3,383	Low
X1	2,017	Middle East	Red	Electric	Manual	4.2	150,495	112,399	8,842	High
X6	2,020	Middle East	Grey	Electric	Automatic	2.8	182,844	80,438	5,732	Low
M3	2,013	Europe	White	Petrol	Automatic	2.7	74,328	95,635	406	Low
X1	2,024	Africa	Grey	Hybrid	Manual	3.2	70,670	35,169	4,870	Low
X6	2,023	Africa	Black	Petrol	Automatic	4.6	111,462	80,695	8,449	High

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