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
7 Series	2,011	Asia	Blue	Electric	Automatic	4.7	193,455	43,856	6,024	Low
X6	2,017	Middle East	Grey	Petrol	Automatic	3.4	32,022	90,624	8,233	High
M5	2,014	Middle East	Black	Diesel	Manual	3.1	38,534	65,558	874	Low
X6	2,011	South America	White	Hybrid	Manual	4.3	46,105	109,938	2,178	Low
M3	2,013	Asia	White	Petrol	Automatic	1.9	113,858	105,883	6,887	Low
M5	2,018	Middle East	Grey	Petrol	Automatic	4.2	176,952	119,181	1,494	Low
X6	2,024	Africa	Black	Diesel	Manual	2.4	39,704	86,480	2,621	Low
7 Series	2,013	Africa	Grey	Electric	Manual	2.5	67,778	107,093	5,597	Low
M3	2,022	Europe	Black	Petrol	Manual	3.6	187,086	90,500	2,171	Low
3 Series	2,021	Europe	Black	Petrol	Manual	4.7	127,099	95,321	5,689	Low
i8	2,021	South America	Silver	Diesel	Automatic	3.5	93,862	36,928	4,324	Low
X5	2,021	South America	Blue	Electric	Manual	3.8	195,237	75,303	8,126	High
5 Series	2,022	Europe	Black	Electric	Automatic	4.2	42,924	109,952	3,103	Low
M3	2,024	Middle East	Grey	Petrol	Automatic	2.4	188,735	46,995	6,816	Low
X3	2,023	South America	Silver	Electric	Automatic	4.4	119,517	118,359	763	Low
7 Series	2,013	South America	Black	Hybrid	Automatic	3	95,628	89,397	4,168	Low
M5	2,011	Europe	Red	Petrol	Automatic	2.1	72,746	118,762	9,884	High
M5	2,022	South America	White	Petrol	Manual	2.7	190,598	39,697	4,758	Low
X1	2,021	South America	Silver	Hybrid	Manual	2.4	110,038	82,750	7,853	High
5 Series	2,024	Middle East	White	Diesel	Manual	2.3	124,351	52,055	3,235	Low
i3	2,015	North America	Grey	Hybrid	Manual	2.5	31,750	77,486	282	Low
X3	2,022	South America	White	Electric	Manual	2.1	58,445	110,086	1,629	Low
M3	2,020	Africa	Silver	Petrol	Automatic	3.8	52,114	85,364	1,369	Low
X3	2,023	Africa	Blue	Diesel	Automatic	3.5	98,020	39,003	222	Low
3 Series	2,011	South America	Black	Petrol	Automatic	3.8	40,992	62,085	861	Low
7 Series	2,021	Africa	White	Petrol	Manual	2.7	66,676	72,378	6,291	Low
7 Series	2,016	Asia	Silver	Electric	Automatic	4.2	146,509	48,592	7,208	High
M3	2,012	Africa	Black	Petrol	Manual	2	189,981	50,456	328	Low
3 Series	2,024	South America	White	Electric	Automatic	3.5	194,683	92,425	9,451	High
X5	2,012	Europe	Grey	Petrol	Automatic	2.5	56,154	104,432	9,003	High
i8	2,014	Europe	Black	Petrol	Manual	3.3	43,877	115,670	2,796	Low
5 Series	2,012	Africa	Blue	Electric	Manual	2.6	191,082	114,450	4,078	Low
M5	2,011	South America	Black	Electric	Manual	4.3	21,091	65,845	6,379	Low
X1	2,019	North America	Blue	Petrol	Manual	4.6	592	103,524	2,689	Low
i8	2,018	Middle East	Grey	Petrol	Automatic	4.1	22,546	37,525	4,350	Low
X6	2,011	Europe	Red	Petrol	Automatic	2.1	67,746	60,293	8,706	High
X5	2,023	Middle East	White	Petrol	Manual	2.5	136,485	108,313	1,688	Low
X5	2,020	Europe	Silver	Electric	Manual	4.7	103,609	68,232	8,621	High
M5	2,011	Middle East	Grey	Hybrid	Manual	3	61,761	80,689	3,230	Low
5 Series	2,022	North America	White	Hybrid	Manual	4.8	162,805	84,255	6,991	Low
M5	2,024	Middle East	White	Diesel	Automatic	2.9	79,718	40,611	3,242	Low
7 Series	2,017	Middle East	Black	Hybrid	Automatic	4.8	69,466	82,510	3,534	Low
i8	2,024	South America	Grey	Hybrid	Manual	4.7	43,706	50,575	3,641	Low
i8	2,018	Asia	Blue	Electric	Automatic	3.8	7,218	36,580	9,923	High
X5	2,016	Africa	Red	Diesel	Automatic	1.5	148,289	55,600	2,164	Low
7 Series	2,012	Europe	Red	Diesel	Manual	2.9	9,332	35,907	7,245	High
X5	2,018	South America	Red	Petrol	Automatic	4.7	162,099	105,007	7,094	High
M5	2,012	Europe	Red	Hybrid	Automatic	4.6	196,942	36,780	7,446	High
7 Series	2,014	Middle East	White	Hybrid	Manual	2.2	29,045	111,853	656	Low
5 Series	2,018	South America	Blue	Hybrid	Manual	2.9	112,634	35,735	1,484	Low
i3	2,021	South America	Red	Electric	Manual	4.4	80,192	80,727	2,720	Low
M5	2,023	Asia	Red	Diesel	Manual	3.5	113,605	58,432	4,993	Low
i8	2,023	North America	Red	Electric	Manual	4.5	176,555	71,763	8,065	High
i8	2,012	Asia	White	Diesel	Manual	4.4	184,439	80,440	6,663	Low
i3	2,016	Asia	White	Electric	Automatic	4.7	52,799	60,253	3,450	Low
X5	2,021	Africa	Black	Hybrid	Automatic	1.9	156,634	61,526	5,596	Low
X1	2,010	Africa	Red	Diesel	Manual	2	128,080	84,211	6,733	Low
7 Series	2,013	Europe	Silver	Petrol	Automatic	1.8	92,455	77,448	3,347	Low
M5	2,013	Europe	Black	Diesel	Manual	4.8	47,703	73,079	721	Low
X5	2,016	Middle East	Red	Diesel	Manual	3.2	184,890	60,832	1,555	Low
i8	2,017	Middle East	Grey	Petrol	Manual	1.7	179,121	70,305	9,879	High
3 Series	2,010	Europe	White	Electric	Automatic	2.6	109,682	103,946	9,861	High
5 Series	2,014	Europe	White	Petrol	Automatic	2.7	157,013	36,573	8,111	High
i3	2,016	Africa	Blue	Hybrid	Manual	4.3	155,406	99,548	6,833	Low
3 Series	2,021	Middle East	Red	Hybrid	Manual	4.1	54,636	30,008	5,554	Low
M3	2,013	Asia	Blue	Petrol	Manual	3.9	77,076	30,955	7,610	High
M5	2,022	North America	Silver	Petrol	Manual	1.6	45,146	89,175	6,120	Low
M5	2,013	Europe	Blue	Electric	Manual	4.7	63,247	87,412	9,345	High
5 Series	2,013	Africa	Grey	Electric	Automatic	2.3	48,376	109,258	1,871	Low
i3	2,021	North America	White	Petrol	Manual	3.7	65,582	97,495	7,917	High
i3	2,015	North America	Red	Electric	Manual	1.7	86,339	116,248	3,670	Low
3 Series	2,016	South America	Black	Petrol	Automatic	1.8	96,087	69,680	4,714	Low
M3	2,011	South America	Blue	Petrol	Automatic	1.5	66,124	98,562	7,197	High
i3	2,024	Europe	White	Hybrid	Manual	3.5	23,812	47,527	248	Low
X5	2,014	Africa	Grey	Hybrid	Automatic	3.7	197,735	31,016	5,410	Low
i3	2,013	Africa	Black	Electric	Manual	1.7	179,104	76,115	7,923	High
7 Series	2,024	North America	Red	Diesel	Automatic	2.5	165,497	74,759	9,799	High
X6	2,023	Africa	Blue	Petrol	Manual	4.5	484	66,352	8,528	High
X5	2,022	Europe	Silver	Petrol	Automatic	1.9	118,983	97,266	4,081	Low
i3	2,012	North America	Grey	Hybrid	Manual	2.3	159,058	66,951	673	Low
3 Series	2,016	North America	White	Petrol	Manual	3	125,193	39,062	5,241	Low
X5	2,020	South America	Red	Petrol	Manual	4.4	146,921	56,573	1,391	Low
M3	2,021	Africa	White	Diesel	Manual	2.4	64,678	62,352	659	Low
7 Series	2,015	North America	Blue	Petrol	Automatic	5	130,556	87,431	3,512	Low
X5	2,023	Middle East	Blue	Hybrid	Manual	2.7	18,898	84,873	3,868	Low
X1	2,016	South America	Blue	Hybrid	Automatic	2.9	162,974	38,138	6,969	Low
7 Series	2,014	Asia	Grey	Diesel	Manual	1.9	150,605	36,524	2,658	Low
7 Series	2,022	North America	Grey	Hybrid	Automatic	3.9	32,216	51,886	2,934	Low
i3	2,015	Africa	Grey	Electric	Manual	2.4	81,415	117,787	6,780	Low
X6	2,014	Asia	Silver	Diesel	Automatic	3.7	163,747	69,624	4,774	Low
3 Series	2,023	Africa	White	Electric	Automatic	2.3	19,307	55,911	4,241	Low
i8	2,016	Africa	White	Hybrid	Automatic	2.9	104,709	116,376	7,333	High
X3	2,011	Europe	White	Hybrid	Manual	4.5	127,803	113,859	5,254	Low
X1	2,023	Asia	Black	Electric	Manual	4.1	65,245	109,034	8,995	High
X1	2,020	Asia	Black	Diesel	Manual	2	171,495	74,039	3,633	Low
i3	2,014	Middle East	Blue	Petrol	Automatic	3.6	58,213	77,291	7,246	High
M3	2,015	Europe	Grey	Diesel	Manual	3.7	94,308	64,835	1,146	Low
5 Series	2,015	Europe	Grey	Diesel	Automatic	1.8	189,366	80,896	8,707	High
M3	2,024	Middle East	Silver	Hybrid	Automatic	3.1	41,593	85,139	8,261	High
X6	2,014	South America	Black	Electric	Automatic	2.4	153,042	108,218	5,648	Low

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