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	2,017	South America	White	Diesel	Manual	2.2	95,648	119,986	2,285	Low
i3	2,015	Asia	Grey	Diesel	Manual	2.7	60,318	64,188	623	Low
3 Series	2,016	Asia	Grey	Electric	Automatic	4.8	81,011	89,700	4,846	Low
i8	2,012	South America	Silver	Electric	Automatic	1.9	25,911	87,787	9,256	High
X5	2,022	Europe	Blue	Petrol	Manual	3.5	136,153	64,226	3,570	Low
3 Series	2,016	Middle East	Blue	Diesel	Manual	3.2	14,201	81,443	3,143	Low
X3	2,016	North America	Red	Hybrid	Automatic	2	95,544	105,629	5,518	Low
X5	2,013	Middle East	Blue	Diesel	Automatic	4.6	108,321	35,262	8,871	High
X6	2,019	South America	Black	Hybrid	Manual	2	22,103	49,430	607	Low
X3	2,023	Africa	Red	Diesel	Manual	3.6	155,821	87,227	7,368	High
i3	2,022	Middle East	Silver	Diesel	Automatic	2.6	141,467	72,387	4,713	Low
i8	2,013	Africa	Grey	Electric	Manual	3	76,844	114,552	9,695	High
X1	2,023	Asia	Red	Diesel	Automatic	2.2	26,207	76,089	404	Low
X6	2,012	South America	Black	Hybrid	Automatic	3.7	27,270	45,686	7,320	High
X6	2,019	North America	Red	Diesel	Automatic	5	57,901	34,745	7,950	High
5 Series	2,016	Middle East	Red	Hybrid	Manual	4.4	161,416	105,628	1,778	Low
i8	2,014	Europe	White	Petrol	Automatic	3.9	142,862	102,834	469	Low
X5	2,012	Asia	Blue	Electric	Manual	4.1	23,304	43,074	188	Low
7 Series	2,015	Europe	Silver	Hybrid	Automatic	4.4	53,921	73,863	3,819	Low
5 Series	2,021	Africa	Silver	Diesel	Manual	3.2	197,944	106,822	5,560	Low
M5	2,015	Europe	Red	Electric	Automatic	3.5	72,932	57,991	4,245	Low
3 Series	2,015	Asia	White	Petrol	Automatic	4.6	18,307	97,430	4,638	Low
i8	2,011	Middle East	White	Diesel	Manual	3.9	1,276	103,726	7,167	High
7 Series	2,022	South America	Grey	Diesel	Automatic	2	72,435	61,994	6,366	Low
X5	2,020	Middle East	Blue	Electric	Manual	4.2	55,333	64,255	2,083	Low
i8	2,019	Middle East	Blue	Diesel	Manual	1.6	24,529	71,537	9,992	High
M3	2,021	Asia	Blue	Diesel	Automatic	4.5	106,691	108,763	2,799	Low
3 Series	2,016	Asia	Blue	Diesel	Manual	4.3	51,074	44,251	4,424	Low
X5	2,022	Europe	Grey	Petrol	Automatic	4.4	151,797	56,436	3,812	Low
M5	2,016	Europe	White	Hybrid	Manual	1.6	174,034	114,176	9,690	High
X6	2,019	Middle East	Blue	Hybrid	Manual	4.9	193,050	41,893	870	Low
M5	2,021	Europe	Silver	Diesel	Manual	3.6	170,205	93,009	5,327	Low
M3	2,013	North America	Red	Petrol	Manual	4.3	199,669	39,759	5,223	Low
i3	2,020	South America	Red	Diesel	Automatic	3.5	75,276	82,662	6,633	Low
M3	2,015	Europe	Red	Petrol	Automatic	2.7	136,003	46,104	6,226	Low
3 Series	2,013	Africa	Blue	Hybrid	Manual	2.5	197,621	30,697	2,644	Low
i3	2,013	Europe	Black	Electric	Manual	1.7	108,306	30,274	4,251	Low
X6	2,015	South America	Grey	Hybrid	Manual	3.4	92,203	98,237	9,833	High
X1	2,018	Europe	Silver	Petrol	Automatic	2	24,294	47,068	3,135	Low
i8	2,021	South America	Grey	Hybrid	Manual	3.5	193,695	77,825	5,976	Low
X1	2,022	Europe	Grey	Hybrid	Manual	3.7	52,329	73,782	9,509	High
7 Series	2,024	Asia	Grey	Electric	Manual	3	37,420	34,655	2,037	Low
X3	2,016	North America	White	Electric	Manual	2	39,926	112,317	3,888	Low
M3	2,011	Middle East	Silver	Petrol	Manual	3	157,648	61,611	4,349	Low
3 Series	2,023	Asia	Grey	Electric	Automatic	4.6	122,082	41,467	6,294	Low
3 Series	2,015	Asia	Silver	Hybrid	Automatic	3.1	122,832	110,632	3,743	Low
M3	2,023	North America	Red	Electric	Manual	2.7	20,632	98,496	9,921	High
X5	2,014	Africa	Red	Diesel	Manual	3.7	9,064	78,771	3,881	Low
X5	2,015	Asia	Grey	Petrol	Manual	3.7	5,959	113,788	2,339	Low
X1	2,022	Europe	Grey	Petrol	Automatic	1.8	30,427	58,253	8,352	High
7 Series	2,017	South America	Black	Hybrid	Manual	2.3	92,411	41,510	9,669	High
i8	2,017	Middle East	White	Diesel	Automatic	3.2	24,440	43,046	4,131	Low
X5	2,024	North America	Black	Diesel	Automatic	2.8	57,324	114,496	1,525	Low
X5	2,012	Europe	White	Diesel	Automatic	2.6	167,890	108,506	4,179	Low
M5	2,018	South America	Silver	Electric	Manual	3.1	157,831	49,309	7,457	High
5 Series	2,015	Africa	Grey	Hybrid	Manual	2.5	66,888	37,238	5,697	Low
3 Series	2,016	North America	Red	Hybrid	Manual	2.7	4,149	61,684	1,289	Low
M3	2,018	South America	Red	Hybrid	Manual	4.2	74,283	103,526	2,670	Low
7 Series	2,024	Africa	Red	Petrol	Automatic	3.3	190,077	95,226	7,620	High
i8	2,023	North America	Red	Petrol	Automatic	4.6	8,642	107,700	6,086	Low
X5	2,022	Asia	White	Hybrid	Manual	4.8	151,931	81,623	5,153	Low
X1	2,016	Africa	Silver	Petrol	Manual	4.7	198,945	74,401	6,628	Low
M5	2,019	Middle East	Grey	Electric	Automatic	2.4	23,311	67,634	3,386	Low
X1	2,018	Africa	Black	Diesel	Manual	3.2	169,782	61,197	2,482	Low
X5	2,010	South America	Black	Petrol	Automatic	3.4	168,183	86,887	1,532	Low
i8	2,022	Middle East	Red	Petrol	Automatic	4.5	65,711	56,398	8,457	High
3 Series	2,010	Asia	Blue	Hybrid	Automatic	3.5	68,478	92,679	3,705	Low
X1	2,012	Europe	Black	Petrol	Manual	2.4	189,725	69,761	7,546	High
5 Series	2,022	Middle East	White	Hybrid	Manual	3.4	31,418	84,052	118	Low
X3	2,018	Middle East	Grey	Diesel	Manual	1.7	150,563	43,848	5,541	Low
X1	2,010	Asia	Silver	Electric	Manual	4.4	96,713	103,020	1,543	Low
X6	2,010	Africa	Grey	Electric	Manual	3.5	137,827	43,374	3,096	Low
7 Series	2,014	Asia	White	Petrol	Manual	3.8	117,270	80,795	5,471	Low
X1	2,017	Europe	Red	Petrol	Automatic	2.2	132,444	101,800	8,403	High
7 Series	2,011	South America	Blue	Hybrid	Manual	3.5	162,872	62,186	1,178	Low
X1	2,013	Europe	Grey	Petrol	Manual	3.4	40,428	101,205	2,998	Low
3 Series	2,024	Europe	Black	Petrol	Manual	3.7	8,414	51,521	7,421	High
X3	2,015	South America	Red	Hybrid	Manual	4.5	18,014	101,704	3,598	Low
X6	2,024	South America	Black	Petrol	Manual	4.2	167,044	42,020	3,550	Low
i8	2,010	North America	Red	Diesel	Manual	3.4	103,201	95,500	1,473	Low
X3	2,024	Europe	Blue	Electric	Manual	4.6	143,512	98,294	1,880	Low
3 Series	2,013	Africa	Blue	Hybrid	Manual	2.8	187,514	94,663	8,767	High
M5	2,013	North America	Black	Hybrid	Manual	3.2	159,820	99,412	4,164	Low
X6	2,018	Europe	White	Diesel	Automatic	3.8	87,370	49,928	2,598	Low
i3	2,018	Middle East	Grey	Hybrid	Manual	3	77,991	82,114	1,752	Low
5 Series	2,015	North America	Blue	Hybrid	Manual	2.8	140,689	89,756	1,338	Low
M3	2,017	Middle East	Blue	Hybrid	Manual	1.9	70,017	57,640	8,115	High
M5	2,021	Middle East	Red	Hybrid	Manual	3.7	110,357	88,623	9,003	High
X3	2,019	North America	Silver	Diesel	Automatic	2.2	120,653	99,331	8,691	High
X1	2,013	Middle East	White	Petrol	Manual	2	191,437	41,320	5,904	Low
i3	2,019	Europe	White	Diesel	Manual	2.1	33,900	101,991	6,744	Low
i8	2,017	Asia	Silver	Electric	Manual	3.9	16,522	43,318	6,792	Low
7 Series	2,024	Asia	Grey	Diesel	Manual	2	21,923	90,799	8,702	High
X3	2,012	Middle East	Red	Diesel	Manual	4.9	64,392	94,304	4,441	Low
X1	2,011	South America	Black	Hybrid	Manual	4.2	34,371	34,476	7,846	High
i3	2,015	Africa	Red	Hybrid	Automatic	2.9	88,607	37,891	7,433	High
M5	2,014	Africa	Grey	Hybrid	Automatic	3.6	142,715	62,727	7,926	High
X5	2,017	South America	White	Petrol	Automatic	1.5	139,831	99,019	7,641	High
X6	2,024	North America	Red	Diesel	Automatic	4.5	134,140	80,356	6,622	Low
5 Series	2,010	South America	Grey	Petrol	Automatic	2.4	186,163	80,641	838	Low

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