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
M5	2,024	Africa	Silver	Diesel	Manual	1.5	171,378	51,863	1,980	Low
M3	2,012	South America	Grey	Petrol	Manual	2.4	5,723	57,772	9,535	High
3 Series	2,016	North America	Grey	Petrol	Manual	3.8	100,821	109,826	151	Low
M5	2,017	Africa	Black	Petrol	Manual	4.8	151,643	91,345	9,012	High
X3	2,016	Africa	Red	Hybrid	Manual	4.6	133,392	80,583	4,433	Low
M5	2,011	South America	Grey	Hybrid	Automatic	4.4	71,719	47,892	7,880	High
X6	2,019	South America	Silver	Electric	Manual	4.8	121,065	34,160	2,079	Low
i3	2,019	Middle East	Blue	Diesel	Automatic	2.5	167,216	93,556	3,756	Low
7 Series	2,016	Africa	Silver	Electric	Automatic	1.5	66,023	54,637	9,714	High
X3	2,019	Middle East	White	Diesel	Manual	2.7	4,656	116,555	4,453	Low
M5	2,012	Asia	Red	Hybrid	Manual	3.5	31,093	38,704	952	Low
X5	2,016	Europe	Black	Diesel	Automatic	2.6	53,029	43,618	7,368	High
3 Series	2,024	Middle East	Red	Electric	Manual	1.7	153,681	55,286	3,208	Low
M3	2,010	Europe	Grey	Hybrid	Manual	3.3	157,476	77,853	1,906	Low
M5	2,011	Middle East	Black	Diesel	Manual	2.2	156,686	91,372	3,674	Low
X1	2,021	South America	Black	Hybrid	Manual	4	120,636	112,487	5,121	Low
5 Series	2,019	Africa	Grey	Diesel	Automatic	1.8	55,607	42,431	315	Low
7 Series	2,010	Middle East	Black	Hybrid	Automatic	4.9	198,534	41,406	2,330	Low
X5	2,018	Africa	White	Petrol	Automatic	4.6	91,250	118,808	9,526	High
X1	2,022	South America	Silver	Petrol	Manual	4.6	40,867	52,120	212	Low
5 Series	2,022	Europe	Blue	Diesel	Manual	4.3	142,063	66,276	7,431	High
X6	2,024	Middle East	Silver	Electric	Automatic	3.7	61,013	106,019	7,638	High
7 Series	2,011	North America	Red	Hybrid	Manual	1.7	150,518	49,603	3,040	Low
X1	2,011	South America	Red	Electric	Automatic	3.8	87,972	67,999	9,754	High
3 Series	2,015	Middle East	Silver	Petrol	Manual	4.1	88,645	86,414	5,602	Low
X5	2,016	Asia	Grey	Diesel	Automatic	2	75,303	56,932	2,718	Low
i3	2,023	South America	Silver	Hybrid	Automatic	3.7	184,720	100,934	7,928	High
M5	2,022	Asia	White	Electric	Manual	3.2	57,216	94,980	1,916	Low
X1	2,011	North America	Grey	Petrol	Manual	3.2	39,105	49,964	4,469	Low
X5	2,023	Africa	Blue	Hybrid	Automatic	2.2	151,337	110,494	8,835	High
X1	2,013	Asia	White	Hybrid	Manual	4.1	31,276	112,514	5,545	Low
3 Series	2,012	Europe	Grey	Petrol	Manual	4.7	29,552	33,256	6,858	Low
X3	2,022	Europe	Red	Electric	Automatic	4.3	88,118	44,867	3,659	Low
X5	2,014	Europe	Red	Electric	Manual	2.8	18,929	30,886	3,429	Low
M3	2,018	Middle East	Silver	Hybrid	Manual	4.9	167,700	88,398	5,215	Low
i8	2,011	Europe	Blue	Diesel	Manual	2.8	7,929	107,943	3,678	Low
3 Series	2,022	South America	Black	Hybrid	Automatic	2.3	161,109	54,367	4,914	Low
7 Series	2,014	South America	Grey	Petrol	Automatic	4.9	9,895	87,864	2,123	Low
3 Series	2,017	Middle East	Red	Electric	Automatic	4.3	89,430	74,390	8,315	High
M5	2,015	Middle East	Grey	Petrol	Automatic	4.2	37,369	95,654	8,744	High
X1	2,013	South America	Grey	Electric	Automatic	1.8	163,320	69,181	5,324	Low
X1	2,024	North America	White	Diesel	Manual	2.2	58,304	84,643	8,610	High
M5	2,019	South America	Black	Petrol	Manual	1.6	153,687	40,096	7,829	High
X3	2,017	North America	Silver	Electric	Automatic	4.2	59,224	97,238	431	Low
X5	2,012	Middle East	Grey	Electric	Automatic	2.5	132,458	35,936	9,637	High
7 Series	2,013	North America	Silver	Diesel	Automatic	2	176,603	48,591	7,584	High
7 Series	2,020	Asia	White	Electric	Manual	2.1	84,035	91,799	8,359	High
X5	2,018	North America	Black	Hybrid	Automatic	3.7	115,862	109,803	8,795	High
i3	2,014	Asia	Blue	Petrol	Automatic	3	111,344	71,370	2,506	Low
X5	2,015	Africa	Blue	Petrol	Automatic	4.8	115,367	58,789	848	Low
5 Series	2,021	Middle East	Grey	Petrol	Manual	2.8	136,508	93,315	978	Low
X5	2,020	South America	Black	Hybrid	Automatic	4.4	187,961	105,688	5,022	Low
X5	2,011	Africa	Grey	Diesel	Automatic	3.4	94,049	77,666	4,339	Low
3 Series	2,018	Europe	Grey	Electric	Manual	4	104,464	48,754	4,846	Low
i3	2,017	North America	Grey	Petrol	Automatic	2.1	53,789	65,296	6,469	Low
i8	2,016	Asia	White	Hybrid	Manual	4.1	160,127	51,255	3,727	Low
i3	2,018	South America	Red	Diesel	Manual	1.8	188,763	46,568	9,996	High
5 Series	2,014	North America	White	Petrol	Manual	3.9	15,511	53,788	7,864	High
X5	2,014	Asia	Silver	Hybrid	Automatic	3.1	140,783	50,535	9,426	High
i3	2,020	Europe	Grey	Electric	Automatic	2.3	73,438	84,037	442	Low
X5	2,020	Europe	Black	Petrol	Manual	3.2	151,519	60,842	1,606	Low
i3	2,018	North America	Blue	Electric	Automatic	4.5	52,733	40,859	5,688	Low
X5	2,020	Africa	Grey	Hybrid	Manual	2	64,293	117,843	3,549	Low
X6	2,014	South America	Grey	Electric	Manual	2.1	198,206	31,011	7,049	High
i3	2,018	Middle East	Silver	Electric	Manual	3.4	7,750	64,852	8,361	High
M3	2,010	Africa	Black	Petrol	Automatic	3.7	71,091	76,182	6,167	Low
3 Series	2,024	North America	Black	Petrol	Manual	3	56,887	38,295	4,886	Low
5 Series	2,019	South America	Black	Diesel	Manual	2.4	10,037	61,469	3,260	Low
M5	2,019	North America	Red	Hybrid	Manual	1.7	46,335	59,426	7,838	High
5 Series	2,020	Asia	Grey	Petrol	Automatic	1.7	163,024	46,156	2,920	Low
M3	2,017	South America	Black	Petrol	Manual	1.6	40,288	56,081	4,377	Low
X1	2,012	Africa	Silver	Petrol	Automatic	4.7	144,316	44,088	7,733	High
i3	2,022	Africa	White	Hybrid	Automatic	2	100,139	81,571	3,753	Low
M5	2,017	Asia	White	Petrol	Manual	2.5	174,592	113,024	6,424	Low
X3	2,014	Africa	Silver	Electric	Automatic	5	151,102	32,901	7,676	High
X1	2,011	North America	Silver	Hybrid	Automatic	4.7	147,586	81,850	6,417	Low
X6	2,018	North America	Blue	Electric	Manual	1.7	165,516	92,440	6,317	Low
X1	2,013	Europe	White	Diesel	Manual	3.4	49,290	103,532	5,285	Low
i3	2,023	Asia	Red	Diesel	Automatic	3.7	131,851	82,798	8,792	High
i3	2,023	South America	White	Diesel	Manual	1.7	120,401	45,143	4,398	Low
7 Series	2,016	Middle East	Black	Hybrid	Automatic	4	59,495	52,036	6,546	Low
5 Series	2,021	Africa	Silver	Petrol	Manual	5	73,679	95,873	4,682	Low
3 Series	2,017	North America	Blue	Hybrid	Manual	3	154,016	33,096	826	Low
M5	2,016	North America	Black	Petrol	Automatic	3.1	82,691	41,730	9,179	High
5 Series	2,020	Europe	Black	Electric	Automatic	3.8	28,375	52,576	3,270	Low
X3	2,015	Africa	Blue	Hybrid	Manual	4.1	32,995	93,676	6,241	Low
X1	2,024	South America	Silver	Electric	Manual	4.3	157,102	108,415	1,537	Low
X6	2,023	Europe	Silver	Diesel	Automatic	1.8	65,197	102,744	4,805	Low
X5	2,021	Asia	Red	Electric	Automatic	4.3	112,747	65,245	4,537	Low
X3	2,016	North America	White	Hybrid	Manual	4.5	189,320	94,496	402	Low
M5	2,013	Europe	White	Electric	Automatic	1.7	188,772	85,226	4,128	Low
i3	2,019	South America	Black	Petrol	Automatic	1.6	78,674	58,117	482	Low
M3	2,010	Asia	Black	Electric	Automatic	3.4	198,776	59,636	3,266	Low
i8	2,014	Middle East	Blue	Petrol	Manual	3.2	62,300	109,888	6,323	Low
X3	2,017	North America	Grey	Petrol	Automatic	4.9	107,845	79,717	2,306	Low
X5	2,019	South America	Grey	Petrol	Manual	2.5	68,515	113,951	2,638	Low
i3	2,015	Europe	White	Electric	Automatic	3.6	173,625	41,756	3,991	Low
X6	2,014	Europe	White	Electric	Manual	3.3	55,381	108,446	6,314	Low
M3	2,011	Asia	Grey	Hybrid	Automatic	3.4	158,549	84,393	7,573	High
5 Series	2,019	Europe	Silver	Hybrid	Manual	3.8	56,874	44,271	5,564	Low

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