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
X6	2,021	North America	Red	Electric	Manual	4.6	25,207	55,393	8,192	High
X1	2,016	Europe	Silver	Electric	Manual	4.1	186,249	99,879	3,579	Low
X6	2,024	South America	Grey	Hybrid	Automatic	4	128,834	47,959	2,695	Low
X1	2,023	North America	Silver	Diesel	Automatic	4.9	21,669	102,479	4,074	Low
X6	2,011	Europe	Blue	Electric	Manual	4.5	146,523	78,439	7,177	High
X6	2,011	Europe	Black	Petrol	Automatic	4.4	127,822	108,929	9,364	High
7 Series	2,017	Asia	Grey	Hybrid	Automatic	1.8	3,499	54,648	5,843	Low
X3	2,011	Europe	Silver	Hybrid	Manual	2.3	184,062	85,364	7,788	High
X3	2,024	Asia	Blue	Electric	Manual	3.4	12,483	31,058	8,382	High
5 Series	2,020	Africa	Red	Hybrid	Automatic	4	9,829	43,321	119	Low
7 Series	2,018	Middle East	Grey	Diesel	Manual	2.6	38,769	64,384	5,421	Low
3 Series	2,021	South America	Blue	Petrol	Automatic	1.8	10,490	116,356	7,411	High
X6	2,010	South America	White	Diesel	Manual	2.6	192,925	91,565	5,837	Low
i8	2,024	Europe	Silver	Petrol	Automatic	4.2	114,661	117,547	6,743	Low
M5	2,018	Middle East	Red	Petrol	Automatic	4.6	16,928	103,481	5,414	Low
X3	2,024	Africa	White	Petrol	Manual	4.7	182,923	84,478	7,004	High
M5	2,010	Europe	White	Petrol	Manual	2.8	26,742	96,297	9,233	High
i8	2,019	Asia	Grey	Diesel	Manual	2.8	27,106	72,614	3,714	Low
X1	2,022	Europe	Black	Petrol	Automatic	2.9	180,927	74,293	2,296	Low
X1	2,019	Asia	Red	Diesel	Automatic	2.8	58,364	107,321	2,958	Low
X3	2,011	North America	Silver	Petrol	Automatic	3.8	10,402	54,088	2,056	Low
X6	2,015	Middle East	White	Hybrid	Automatic	2.8	127,077	71,113	7,553	High
i3	2,015	South America	Silver	Electric	Automatic	1.6	135,741	103,171	5,266	Low
X6	2,010	North America	Blue	Diesel	Automatic	3	115,060	56,887	5,125	Low
i3	2,016	South America	Red	Hybrid	Automatic	2.3	80,528	46,805	7,015	High
5 Series	2,017	Europe	Grey	Petrol	Manual	1.6	143,328	103,936	5,824	Low
X1	2,011	Africa	Silver	Diesel	Manual	3.1	29,985	30,575	475	Low
X1	2,017	North America	Silver	Electric	Automatic	2.2	195,667	61,673	2,955	Low
X1	2,018	Middle East	Grey	Petrol	Manual	3.1	86,077	105,634	1,654	Low
X3	2,015	Asia	White	Electric	Automatic	2.5	35,429	113,898	9,172	High
M5	2,014	Europe	White	Electric	Automatic	3.6	126,697	57,169	7,557	High
3 Series	2,021	North America	Grey	Petrol	Manual	5	168,369	115,370	3,699	Low
X1	2,018	North America	Grey	Hybrid	Automatic	3.4	101,494	48,651	6,310	Low
i8	2,022	Asia	Red	Electric	Manual	3.8	146,759	97,359	1,849	Low
M3	2,021	South America	Blue	Hybrid	Manual	4.7	1,926	96,347	6,786	Low
M3	2,020	North America	Silver	Diesel	Manual	2.8	136,105	72,326	2,906	Low
X6	2,018	Europe	Black	Electric	Automatic	2.1	176,440	65,924	9,826	High
X6	2,010	South America	Blue	Electric	Automatic	2.5	115,360	56,699	8,826	High
X3	2,020	Africa	Grey	Diesel	Automatic	2.9	126,901	102,096	296	Low
M5	2,012	South America	Black	Hybrid	Automatic	3.8	164,078	39,218	8,444	High
i3	2,018	Asia	Black	Hybrid	Automatic	1.5	58,089	97,442	7,854	High
X3	2,020	Europe	Black	Hybrid	Automatic	4.5	32,725	109,860	214	Low
X5	2,011	Europe	Black	Petrol	Manual	1.8	84,706	109,315	1,708	Low
X6	2,021	North America	Red	Hybrid	Manual	4.7	136,118	48,853	1,723	Low
3 Series	2,013	Africa	Grey	Diesel	Automatic	4.8	56,072	80,628	9,049	High
M3	2,013	Middle East	White	Diesel	Manual	5	12,460	96,241	6,451	Low
i3	2,011	Asia	Red	Petrol	Manual	4.3	135,973	68,629	4,389	Low
X1	2,024	South America	Blue	Electric	Manual	2	9,362	100,039	3,767	Low
i8	2,012	Europe	Silver	Diesel	Automatic	4	14,815	87,263	8,069	High
X6	2,022	North America	Grey	Petrol	Manual	2.2	137,569	101,732	6,949	Low
X5	2,012	Middle East	Red	Electric	Automatic	4.6	89,899	82,399	6,093	Low
X6	2,010	Middle East	Black	Petrol	Automatic	2.6	151,869	84,630	5,035	Low
5 Series	2,015	South America	Silver	Electric	Manual	2.6	6,890	91,986	443	Low
X6	2,017	Europe	Blue	Diesel	Automatic	4.7	127,884	108,939	1,360	Low
M5	2,021	South America	Blue	Hybrid	Manual	1.5	81,621	55,874	8,163	High
5 Series	2,012	Europe	Grey	Hybrid	Automatic	2.2	195,362	90,927	701	Low
7 Series	2,014	Europe	White	Electric	Automatic	3	113,712	92,075	8,979	High
M5	2,010	Middle East	Blue	Electric	Manual	4	115,496	85,746	4,263	Low
3 Series	2,019	Asia	Black	Electric	Automatic	3.8	50,742	83,325	741	Low
7 Series	2,016	South America	White	Petrol	Manual	3.8	33,486	105,230	5,179	Low
X1	2,019	South America	Black	Electric	Automatic	4.6	84,366	33,171	2,729	Low
X1	2,022	Africa	Grey	Hybrid	Manual	1.9	45,411	89,141	6,940	Low
5 Series	2,010	South America	Grey	Diesel	Manual	3.3	59,533	69,652	4,570	Low
7 Series	2,021	Asia	Silver	Petrol	Manual	4	167,389	35,717	1,346	Low
X3	2,020	North America	Grey	Diesel	Automatic	3.7	56,762	103,752	6,782	Low
X6	2,018	South America	Silver	Petrol	Automatic	3.1	102,061	45,388	7,043	High
i8	2,017	North America	White	Hybrid	Manual	1.6	105,549	35,804	322	Low
X3	2,016	Africa	Silver	Hybrid	Manual	1.7	143,899	64,749	4,724	Low
7 Series	2,019	Middle East	Silver	Electric	Manual	1.9	42,682	110,674	1,240	Low
M5	2,024	Europe	Black	Electric	Manual	2.7	51,810	68,596	4,430	Low
X3	2,016	Africa	Red	Petrol	Automatic	1.9	157,605	61,740	6,494	Low
X5	2,014	Middle East	Grey	Petrol	Automatic	3	48,679	62,160	1,988	Low
X6	2,014	Africa	Red	Hybrid	Automatic	2.1	65,202	59,338	2,617	Low
7 Series	2,020	South America	Blue	Diesel	Automatic	4.2	157,153	96,293	2,545	Low
5 Series	2,022	Europe	Grey	Petrol	Manual	4.6	114,244	111,397	5,053	Low
X1	2,014	North America	Silver	Electric	Automatic	2.9	130,954	42,921	5,682	Low
X1	2,010	Africa	White	Hybrid	Manual	3.3	194,415	62,273	344	Low
X5	2,017	Africa	Blue	Hybrid	Manual	4.8	98,579	93,851	3,937	Low
5 Series	2,021	Asia	Red	Petrol	Automatic	3.4	742	93,890	9,760	High
X1	2,020	Asia	White	Hybrid	Automatic	5	22,596	39,098	5,887	Low
X5	2,010	South America	Red	Diesel	Automatic	2	130,168	106,815	1,967	Low
M5	2,013	South America	White	Diesel	Manual	4.5	3,232	104,913	4,767	Low
i3	2,024	South America	Blue	Hybrid	Automatic	3.2	172,187	99,308	6,249	Low
i3	2,018	South America	White	Petrol	Manual	1.6	198,836	92,795	5,645	Low
3 Series	2,023	Europe	Blue	Electric	Automatic	4.9	121,507	102,075	3,887	Low
i8	2,018	Middle East	Grey	Hybrid	Manual	4.9	81,704	73,261	3,061	Low
5 Series	2,014	Africa	Grey	Electric	Manual	2.8	30,365	93,560	2,401	Low
X1	2,013	Asia	Silver	Hybrid	Automatic	4.8	29,934	69,149	7,970	High
X5	2,012	Africa	Black	Electric	Manual	2	78,874	45,005	9,403	High
X6	2,012	Asia	Black	Diesel	Automatic	3.9	7,345	108,654	1,447	Low
i8	2,021	Africa	Grey	Hybrid	Manual	2.2	92,137	34,324	9,867	High
X6	2,014	Africa	Grey	Hybrid	Manual	2.4	153,226	94,821	6,625	Low
3 Series	2,019	Africa	Blue	Electric	Automatic	4.2	108,432	43,578	2,892	Low
X3	2,010	Asia	Red	Petrol	Automatic	2.8	72,313	65,018	6,998	Low
X1	2,014	Europe	Black	Hybrid	Automatic	1.5	105,137	68,815	3,935	Low
M5	2,015	South America	Grey	Hybrid	Manual	2.9	184,939	99,759	5,529	Low
7 Series	2,016	South America	Red	Electric	Automatic	2.3	83,999	108,291	4,995	Low
X1	2,021	Asia	Blue	Hybrid	Automatic	3.9	187,414	52,386	7,094	High
M5	2,018	Europe	Black	Diesel	Manual	2.2	22,700	49,887	9,607	High
7 Series	2,012	Asia	Grey	Electric	Manual	4.4	58,897	103,833	669	Low

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