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
X1	2,010	Africa	White	Electric	Automatic	4.1	26,199	33,186	1,156	Low
i3	2,021	South America	Red	Diesel	Manual	3.3	62,192	79,330	8,772	High
i8	2,024	North America	Black	Electric	Automatic	4.3	198,088	30,246	9,181	High
i8	2,022	Middle East	Blue	Diesel	Automatic	4	77,193	62,412	9,634	High
7 Series	2,016	Asia	Black	Diesel	Automatic	2.4	53,393	98,347	4,485	Low
7 Series	2,010	Africa	Red	Petrol	Manual	3.4	87,304	105,840	3,071	Low
3 Series	2,010	Africa	Grey	Diesel	Manual	3.4	173,304	90,344	171	Low
X6	2,012	South America	Grey	Hybrid	Manual	3.1	43,818	34,024	836	Low
X6	2,019	Middle East	White	Petrol	Manual	2.1	103,521	94,193	1,391	Low
X5	2,024	Africa	Blue	Petrol	Automatic	2.3	182,659	46,008	8,583	High
X3	2,013	Africa	Silver	Hybrid	Automatic	2.5	41,514	49,331	1,384	Low
X6	2,013	Africa	Black	Petrol	Manual	1.5	120,542	64,687	9,439	High
5 Series	2,011	Middle East	Black	Diesel	Manual	4.7	177,310	36,311	2,981	Low
M5	2,010	North America	Black	Petrol	Automatic	3.9	3,546	87,372	3,366	Low
X3	2,012	Asia	White	Diesel	Automatic	3.9	11,752	45,404	6,339	Low
i3	2,020	South America	Black	Diesel	Automatic	3.5	5,144	73,618	6,386	Low
M3	2,013	Asia	White	Petrol	Automatic	3.9	37,079	115,373	8,233	High
i3	2,012	South America	Red	Diesel	Manual	4.9	74,827	49,664	5,055	Low
3 Series	2,017	Europe	Blue	Diesel	Automatic	2.8	169,812	52,236	3,593	Low
5 Series	2,023	Asia	Black	Diesel	Automatic	4	44,304	102,083	5,437	Low
X3	2,019	Europe	Grey	Diesel	Automatic	2.8	178,113	70,021	8,692	High
i8	2,010	South America	Silver	Electric	Automatic	4.5	73,371	43,545	4,769	Low
7 Series	2,023	Middle East	Black	Electric	Automatic	4.5	161,293	102,092	7,726	High
i3	2,011	North America	White	Electric	Manual	4.7	194,419	60,954	6,618	Low
5 Series	2,022	Middle East	Blue	Diesel	Automatic	1.5	99,016	109,091	5,266	Low
3 Series	2,016	Europe	Blue	Hybrid	Automatic	2.5	181,315	77,758	6,317	Low
X3	2,013	Asia	White	Diesel	Manual	2	4,976	78,463	5,395	Low
M3	2,017	North America	Blue	Petrol	Manual	3.1	104,972	51,499	8,865	High
X1	2,020	Africa	Grey	Hybrid	Manual	3.2	92,429	74,029	2,615	Low
i3	2,022	Middle East	Grey	Diesel	Automatic	2.4	56,977	50,103	7,574	High
3 Series	2,012	North America	Grey	Diesel	Manual	4	115,848	80,160	6,558	Low
i3	2,015	North America	Blue	Electric	Manual	2.4	37,402	86,864	9,858	High
5 Series	2,018	Europe	Silver	Petrol	Manual	4.5	169,128	105,644	789	Low
3 Series	2,010	North America	Silver	Diesel	Manual	2.1	163,796	43,735	6,683	Low
M5	2,010	South America	Red	Hybrid	Manual	2.8	5,469	77,880	5,764	Low
M5	2,017	Asia	Silver	Petrol	Manual	3.7	11,273	65,404	6,112	Low
X6	2,012	Asia	Grey	Hybrid	Manual	3.6	99,743	53,153	3,560	Low
X6	2,014	North America	Silver	Electric	Automatic	1.8	93,465	96,200	2,988	Low
X6	2,010	North America	Black	Diesel	Manual	4.5	100,055	89,674	3,260	Low
i3	2,014	North America	Red	Diesel	Manual	3.6	169,512	119,908	4,938	Low
5 Series	2,020	North America	White	Electric	Manual	4.5	108,531	69,600	4,381	Low
5 Series	2,015	Africa	White	Diesel	Manual	4.5	93,997	75,117	2,940	Low
X6	2,017	Africa	Black	Petrol	Automatic	3.4	112,653	51,322	1,354	Low
X6	2,022	North America	Black	Diesel	Automatic	4.7	95,532	101,265	3,843	Low
i3	2,023	Asia	Grey	Petrol	Automatic	4.5	99,481	34,104	4,248	Low
X1	2,012	North America	Red	Diesel	Manual	4.9	149,091	54,025	5,841	Low
5 Series	2,012	Middle East	Black	Petrol	Manual	4.5	27,654	47,719	351	Low
M5	2,021	Asia	Silver	Electric	Automatic	4.4	131,748	43,175	6,264	Low
i3	2,020	Europe	Black	Diesel	Manual	3.1	172,259	55,298	1,843	Low
i8	2,020	Middle East	Silver	Petrol	Manual	2.2	29,617	91,858	9,795	High
M5	2,019	Asia	Grey	Electric	Manual	4.7	72,897	59,940	6,550	Low
3 Series	2,018	Middle East	Red	Hybrid	Automatic	4	121,116	53,744	3,506	Low
3 Series	2,013	Middle East	Grey	Electric	Manual	2.5	78,803	98,553	6,228	Low
M5	2,024	North America	White	Hybrid	Manual	2.7	46,455	52,103	956	Low
X5	2,013	South America	Grey	Hybrid	Manual	3.9	63,606	53,932	5,950	Low
M3	2,021	Europe	Grey	Electric	Manual	3.2	199,923	83,540	4,348	Low
7 Series	2,016	Middle East	Red	Petrol	Manual	1.8	15,030	66,323	3,355	Low
X3	2,011	Africa	Grey	Electric	Manual	2	16,648	77,434	2,914	Low
3 Series	2,017	Middle East	Black	Petrol	Manual	4.1	170,910	90,393	7,159	High
X6	2,015	Middle East	Grey	Hybrid	Automatic	2.6	125,303	62,290	7,959	High
X5	2,012	North America	White	Petrol	Automatic	3.3	50,644	30,672	8,201	High
i3	2,018	North America	Red	Electric	Automatic	4.2	85,090	101,976	1,518	Low
M5	2,014	North America	Silver	Petrol	Automatic	4.1	85,596	48,908	9,698	High
7 Series	2,017	South America	White	Electric	Automatic	2.1	189,073	34,520	8,063	High
i8	2,016	Asia	White	Petrol	Manual	1.8	152,499	103,697	9,010	High
7 Series	2,023	North America	Red	Diesel	Automatic	3.6	171,165	119,332	9,473	High
X5	2,017	Europe	Red	Diesel	Manual	4.1	139,658	87,521	1,384	Low
X3	2,016	North America	Silver	Electric	Automatic	2	6,809	105,047	3,754	Low
M5	2,012	Asia	Silver	Diesel	Automatic	2.8	27,859	96,496	8,970	High
X1	2,011	Asia	Silver	Electric	Automatic	4.5	190,168	47,474	9,227	High
i8	2,016	Asia	Blue	Petrol	Manual	4.8	52,873	92,245	2,822	Low
7 Series	2,012	Middle East	Black	Diesel	Automatic	3.1	96,884	65,069	998	Low
X1	2,012	South America	Silver	Petrol	Manual	1.8	98,892	80,664	5,000	Low
5 Series	2,011	Asia	Silver	Diesel	Manual	2.4	73,375	115,838	871	Low
7 Series	2,013	South America	White	Petrol	Manual	2.3	60,696	88,936	9,743	High
5 Series	2,017	North America	Silver	Petrol	Automatic	2.3	194,007	76,000	5,821	Low
i3	2,021	South America	Black	Hybrid	Manual	3.2	74,396	45,100	3,605	Low
X6	2,010	Africa	Blue	Hybrid	Automatic	3.5	1,698	93,855	5,399	Low
X5	2,010	Asia	Grey	Petrol	Manual	1.9	25,139	46,641	7,858	High
i3	2,021	South America	Red	Petrol	Manual	4.6	59,888	57,977	7,532	High
M5	2,023	Middle East	Red	Diesel	Automatic	3.7	175,316	72,804	6,261	Low
X6	2,014	North America	Silver	Hybrid	Manual	3.6	17,291	58,532	4,615	Low
i8	2,020	Europe	Blue	Electric	Automatic	5	118,959	76,599	3,852	Low
i8	2,014	North America	White	Diesel	Manual	3.7	55,282	41,002	1,133	Low
X1	2,020	South America	Silver	Hybrid	Manual	4.8	55,558	34,670	1,770	Low
3 Series	2,021	North America	Silver	Petrol	Automatic	2.5	182,982	84,404	3,310	Low
5 Series	2,010	South America	Blue	Petrol	Automatic	2.3	8,276	51,835	5,101	Low
7 Series	2,015	Europe	White	Petrol	Manual	3.3	141,876	73,677	9,776	High
X6	2,010	North America	Black	Electric	Automatic	3.3	144,720	73,461	8,274	High
3 Series	2,014	Europe	Silver	Diesel	Automatic	2.3	132,675	103,024	1,006	Low
i3	2,018	Asia	Black	Electric	Automatic	3.9	137,388	103,599	9,570	High
3 Series	2,021	Asia	Grey	Electric	Manual	1.6	160,368	50,115	3,887	Low
M3	2,023	Asia	Grey	Electric	Automatic	3.9	110,368	72,377	929	Low
X1	2,014	Europe	Grey	Petrol	Automatic	3.1	10,183	119,961	5,108	Low
X5	2,015	Middle East	White	Diesel	Automatic	3.9	12,561	55,120	1,901	Low
M5	2,017	Middle East	Red	Diesel	Manual	3.2	72,286	55,197	3,807	Low
5 Series	2,020	North America	Black	Electric	Manual	4.9	176,687	111,117	7,754	High
7 Series	2,010	North America	Red	Electric	Manual	2.7	162,600	32,691	1,680	Low
7 Series	2,023	Middle East	White	Diesel	Automatic	4.9	64,318	108,479	6,417	Low
X5	2,011	Asia	Grey	Petrol	Automatic	1.7	40,604	71,453	1,609	Low

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