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
X3	2,017	Africa	Black	Diesel	Manual	3.6	174,863	89,419	4,210	Low
X1	2,014	Europe	Blue	Hybrid	Manual	1.7	54,020	100,873	9,394	High
i3	2,018	Europe	Blue	Diesel	Manual	4.1	101,812	86,951	628	Low
i3	2,018	South America	Red	Hybrid	Manual	3.2	32,464	111,880	2,891	Low
M3	2,010	Europe	Blue	Petrol	Manual	4	39,930	85,036	5,395	Low
i8	2,015	North America	Grey	Diesel	Manual	4.3	173,118	35,295	318	Low
X3	2,016	North America	Red	Diesel	Manual	3.3	143,088	59,036	7,881	High
X3	2,012	South America	White	Electric	Automatic	2.4	140,343	90,954	5,538	Low
i8	2,016	Asia	White	Petrol	Automatic	2	6,887	82,838	4,721	Low
X3	2,020	Asia	Grey	Hybrid	Manual	2.1	145,823	101,187	5,027	Low
i3	2,020	Africa	White	Diesel	Automatic	4.5	21,390	30,395	7,238	High
M3	2,016	Middle East	Silver	Petrol	Automatic	1.9	123,580	81,928	9,915	High
X6	2,023	South America	Grey	Electric	Manual	2.8	151,819	82,065	5,250	Low
X6	2,022	Africa	Red	Diesel	Automatic	2.7	99,216	102,153	8,844	High
5 Series	2,020	South America	White	Petrol	Automatic	4.5	24,201	36,782	6,108	Low
X3	2,011	North America	Black	Hybrid	Automatic	3.2	144,217	67,936	7,316	High
7 Series	2,016	North America	Red	Diesel	Automatic	5	77,995	94,098	3,306	Low
X1	2,024	Middle East	Silver	Electric	Manual	4.1	179,931	62,639	9,371	High
X1	2,010	Africa	Red	Diesel	Manual	4.5	28,571	114,391	7,629	High
i8	2,014	Middle East	Blue	Hybrid	Manual	1.8	51,475	44,252	7,551	High
X3	2,018	North America	Red	Diesel	Manual	2.4	68,019	37,076	6,065	Low
5 Series	2,016	North America	Red	Electric	Automatic	2	137,607	65,929	5,681	Low
7 Series	2,016	Europe	Silver	Electric	Manual	3.1	46,330	95,434	7,437	High
M3	2,020	Middle East	White	Hybrid	Automatic	4	46,193	93,110	9,549	High
X5	2,022	Europe	Red	Hybrid	Automatic	2.1	85,992	64,079	3,572	Low
X6	2,021	Europe	Silver	Diesel	Automatic	2	100,813	34,677	465	Low
M5	2,011	Europe	Silver	Electric	Manual	3.7	168,218	94,789	6,645	Low
i8	2,017	North America	Grey	Petrol	Automatic	2.3	120,298	118,482	8,292	High
X6	2,012	South America	Grey	Diesel	Manual	3.2	96,460	85,151	8,991	High
M3	2,024	North America	Black	Hybrid	Manual	1.7	188,710	46,533	748	Low
X3	2,017	Africa	Blue	Electric	Automatic	3.9	53,610	107,903	7,505	High
i3	2,012	North America	Blue	Diesel	Automatic	3.4	179,800	80,982	6,667	Low
i3	2,019	Asia	Blue	Hybrid	Manual	3.8	177,369	43,971	4,455	Low
i3	2,016	Europe	White	Electric	Manual	2.5	830	44,476	5,999	Low
X3	2,011	North America	Grey	Hybrid	Manual	2.5	172,523	59,734	1,602	Low
5 Series	2,013	Africa	White	Electric	Automatic	4.3	77,605	46,834	573	Low
M5	2,020	Europe	Red	Petrol	Automatic	4	146,504	72,034	7,299	High
i3	2,015	North America	Silver	Hybrid	Automatic	3.5	115,050	102,895	3,336	Low
7 Series	2,020	Europe	White	Electric	Manual	3.7	101,042	74,844	4,532	Low
M5	2,018	Africa	Grey	Diesel	Automatic	1.8	131,151	49,185	4,342	Low
X1	2,014	South America	White	Petrol	Manual	4.5	197,872	71,478	9,073	High
X1	2,022	South America	White	Diesel	Automatic	4.2	59,603	58,996	4,391	Low
M3	2,018	Africa	Black	Diesel	Manual	3.6	20,870	116,248	7,399	High
7 Series	2,024	North America	Blue	Electric	Automatic	4.7	27,682	90,600	1,895	Low
i3	2,014	Europe	Grey	Hybrid	Manual	2.1	195,646	85,600	5,851	Low
X5	2,019	Asia	Grey	Electric	Automatic	3.9	32,606	93,356	205	Low
3 Series	2,017	Asia	Red	Petrol	Manual	4.9	13,405	33,183	9,368	High
3 Series	2,022	Asia	White	Diesel	Automatic	2.6	169,602	79,324	7,992	High
3 Series	2,022	Asia	White	Petrol	Manual	1.6	52,008	35,513	8,324	High
5 Series	2,010	Asia	Red	Electric	Automatic	4.1	199,258	77,988	6,757	Low
X1	2,016	Middle East	Red	Petrol	Automatic	1.5	141,215	71,948	2,279	Low
3 Series	2,013	Africa	Grey	Hybrid	Manual	4.6	81,838	39,632	6,280	Low
X1	2,014	Europe	Blue	Diesel	Automatic	1.7	129,701	119,555	2,487	Low
X1	2,015	Africa	Black	Hybrid	Manual	3.8	171,897	40,260	5,606	Low
3 Series	2,014	South America	Red	Petrol	Automatic	2.8	96,632	51,387	4,324	Low
M3	2,021	Middle East	Black	Diesel	Automatic	2.2	1,981	115,424	3,894	Low
i8	2,010	Europe	Silver	Diesel	Manual	4.6	77,319	51,565	7,354	High
X1	2,021	North America	White	Petrol	Manual	4.1	124,213	33,042	8,729	High
X1	2,018	Asia	White	Hybrid	Automatic	2.7	76,375	100,107	6,927	Low
X5	2,011	North America	White	Petrol	Automatic	2.5	57,240	43,415	3,457	Low
X6	2,018	Middle East	White	Hybrid	Automatic	4.1	58,010	104,339	5,207	Low
5 Series	2,019	North America	Blue	Hybrid	Automatic	4.4	19,212	72,580	1,474	Low
X5	2,011	Africa	Grey	Hybrid	Automatic	4	2,692	112,304	5,929	Low
X1	2,018	Middle East	Red	Petrol	Manual	3.7	166,885	108,336	6,190	Low
3 Series	2,015	South America	Black	Diesel	Manual	2.3	41,286	90,815	2,600	Low
X5	2,020	South America	Silver	Hybrid	Automatic	4.5	87,609	113,180	7,227	High
M3	2,018	Africa	White	Electric	Automatic	4.1	40,900	43,625	4,551	Low
X5	2,022	North America	Blue	Hybrid	Automatic	3.3	146,587	78,685	9,485	High
7 Series	2,015	Africa	Blue	Diesel	Automatic	3.3	6,692	38,350	2,894	Low
M3	2,015	Africa	Grey	Petrol	Manual	3.5	170,716	71,428	2,237	Low
5 Series	2,022	Africa	Blue	Electric	Automatic	4.4	54,505	109,342	6,003	Low
7 Series	2,020	Europe	Blue	Diesel	Automatic	4.1	44,452	55,507	8,621	High
M3	2,023	North America	Black	Diesel	Automatic	4.5	70,266	58,903	7,919	High
X1	2,011	South America	Black	Electric	Manual	3.3	132,525	96,660	4,943	Low
M5	2,017	North America	Blue	Petrol	Manual	3.7	62,041	33,832	8,448	High
M5	2,012	South America	Blue	Electric	Manual	4.5	107,246	106,497	3,604	Low
5 Series	2,016	Middle East	Blue	Petrol	Manual	2.3	141,497	36,333	9,749	High
i8	2,014	Africa	Grey	Electric	Manual	3.1	159,314	89,832	1,711	Low
M3	2,012	Africa	Black	Petrol	Manual	3.7	56,830	99,556	7,921	High
X5	2,010	Asia	Grey	Petrol	Automatic	4.7	139,959	30,236	8,763	High
X3	2,017	South America	Silver	Hybrid	Automatic	1.6	168,809	93,956	3,659	Low
X6	2,012	South America	Silver	Hybrid	Automatic	2.2	163,283	84,493	7,906	High
M5	2,011	South America	Red	Hybrid	Automatic	2.3	118,381	30,325	6,097	Low
X6	2,010	Middle East	Silver	Electric	Manual	2.6	73,566	87,375	2,338	Low
7 Series	2,013	Africa	Grey	Petrol	Automatic	2.5	124,131	33,911	2,841	Low
X5	2,022	Middle East	Black	Petrol	Automatic	3.6	56,429	50,015	140	Low
i8	2,017	South America	Red	Diesel	Manual	4.6	107,781	97,303	1,043	Low
X3	2,022	Asia	White	Hybrid	Automatic	3.7	134,094	46,320	7,007	High
X6	2,012	Asia	White	Hybrid	Automatic	2.3	19,543	76,995	3,409	Low
M5	2,023	North America	White	Petrol	Automatic	4.5	4,160	50,011	2,083	Low
X3	2,010	North America	Red	Hybrid	Manual	3.7	21,297	100,389	5,998	Low
7 Series	2,013	North America	Grey	Diesel	Automatic	2.3	31,470	64,500	3,368	Low
i8	2,018	North America	White	Petrol	Manual	2.8	91,781	70,404	4,522	Low
X3	2,022	North America	Silver	Petrol	Manual	4.3	53,966	83,133	3,983	Low
M5	2,010	Europe	Silver	Electric	Manual	4.1	181,242	119,796	6,704	Low
3 Series	2,021	Asia	Blue	Hybrid	Manual	3.5	118,086	78,317	799	Low
7 Series	2,023	Asia	White	Petrol	Manual	2	98,650	88,609	916	Low
7 Series	2,020	North America	Blue	Petrol	Manual	4.3	101,983	54,264	3,597	Low
M3	2,011	Africa	Grey	Diesel	Automatic	2.6	88,373	61,186	7,499	High
3 Series	2,018	Africa	Red	Diesel	Manual	4.2	48,229	43,789	2,546	Low

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