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	2,020	South America	Blue	Electric	Manual	4.2	164,515	102,790	713	Low
X1	2,021	Middle East	Black	Electric	Automatic	4.6	49,250	30,102	520	Low
X3	2,011	North America	Red	Hybrid	Automatic	3.4	185,427	71,245	9,327	High
M5	2,022	Africa	Blue	Petrol	Automatic	2.7	16,481	115,540	8,042	High
i3	2,013	North America	Red	Electric	Manual	1.7	75,283	91,824	3,311	Low
3 Series	2,010	Middle East	Black	Diesel	Manual	3.9	93,771	87,106	177	Low
X3	2,012	North America	Black	Petrol	Manual	2.5	66,796	93,797	7,291	High
X1	2,019	Middle East	White	Electric	Automatic	1.7	146,720	97,608	5,783	Low
M5	2,018	Asia	Black	Petrol	Manual	3.8	105,094	56,308	1,884	Low
X1	2,019	North America	Red	Hybrid	Manual	3.2	185,004	71,369	5,037	Low
5 Series	2,014	North America	Red	Hybrid	Automatic	1.5	53,699	30,408	9,769	High
i8	2,024	North America	Silver	Electric	Automatic	1.9	82,991	55,575	6,308	Low
X1	2,020	Africa	Silver	Electric	Manual	3.9	43,633	60,050	9,816	High
i3	2,015	North America	Blue	Petrol	Manual	1.7	118,142	76,086	6,729	Low
3 Series	2,012	North America	Red	Diesel	Manual	4.5	150,606	65,777	7,445	High
3 Series	2,014	North America	Red	Hybrid	Manual	2.6	58,698	86,245	1,031	Low
i3	2,020	Africa	White	Diesel	Manual	1.8	88,388	110,858	2,132	Low
i8	2,017	South America	Silver	Diesel	Automatic	4.2	134,335	117,840	169	Low
5 Series	2,015	Europe	Silver	Electric	Manual	3.3	93,943	72,030	359	Low
M3	2,013	Europe	Grey	Hybrid	Automatic	2.6	83,690	96,235	2,765	Low
X1	2,011	Asia	White	Hybrid	Manual	2.9	132,017	50,990	1,202	Low
X1	2,023	Africa	Silver	Electric	Automatic	1.6	134,024	109,059	2,843	Low
i3	2,018	Africa	Grey	Diesel	Manual	3.8	8,235	36,840	2,351	Low
7 Series	2,022	North America	Black	Diesel	Manual	2.8	157,407	66,838	6,931	Low
X6	2,021	Middle East	White	Electric	Manual	4	179,732	94,196	5,043	Low
X3	2,010	Africa	Silver	Hybrid	Manual	3.7	50,879	50,182	6,749	Low
3 Series	2,010	Africa	White	Hybrid	Automatic	3.8	144,439	30,759	2,865	Low
X1	2,022	Africa	Red	Electric	Automatic	4.3	86,993	103,859	9,243	High
M3	2,013	Asia	Black	Petrol	Automatic	3.7	129,380	82,715	8,399	High
i8	2,016	Middle East	Red	Petrol	Automatic	3	109,022	93,765	1,655	Low
X3	2,010	North America	Black	Petrol	Manual	2.9	107,389	75,262	9,696	High
X6	2,018	Europe	Black	Hybrid	Manual	1.9	131,068	39,693	8,730	High
7 Series	2,013	North America	White	Petrol	Automatic	4.2	115,256	88,907	3,312	Low
i3	2,012	Asia	Silver	Hybrid	Manual	4.2	190,174	90,457	3,666	Low
X6	2,010	South America	White	Diesel	Manual	2.4	104	79,623	2,504	Low
7 Series	2,019	Middle East	Grey	Hybrid	Manual	4.5	30,695	83,425	4,040	Low
X3	2,013	Europe	Red	Diesel	Manual	3.6	28,625	97,307	1,414	Low
M3	2,018	Africa	Blue	Hybrid	Manual	3.2	196,309	63,996	9,866	High
i3	2,022	Middle East	Black	Diesel	Manual	1.6	183,126	74,043	2,326	Low
X1	2,023	Europe	White	Hybrid	Automatic	2.8	176,677	101,646	2,846	Low
X1	2,019	Europe	Silver	Electric	Manual	3.7	191,095	108,258	6,190	Low
M3	2,015	Asia	White	Hybrid	Automatic	1.8	16,027	99,367	5,202	Low
M3	2,015	South America	Red	Hybrid	Manual	3.1	198,662	71,257	232	Low
M3	2,010	Europe	Blue	Hybrid	Automatic	5	182,913	115,913	4,460	Low
M3	2,019	North America	White	Petrol	Automatic	4	96,299	59,108	7,273	High
X5	2,011	Asia	Grey	Electric	Manual	3.4	156,865	35,076	2,444	Low
X6	2,020	Africa	White	Petrol	Automatic	3.4	68,245	99,103	2,258	Low
7 Series	2,015	Africa	White	Diesel	Manual	1.7	176,057	93,670	3,009	Low
X6	2,011	Africa	White	Hybrid	Manual	4.9	102,647	54,677	4,605	Low
M3	2,012	Africa	White	Electric	Automatic	4.7	1,633	115,283	2,903	Low
3 Series	2,013	South America	White	Electric	Manual	3.9	73,764	105,262	8,569	High
X6	2,020	Middle East	White	Petrol	Manual	1.8	30,008	52,193	4,792	Low
7 Series	2,014	Europe	Grey	Hybrid	Automatic	2.2	154,250	118,649	6,953	Low
X6	2,024	South America	Black	Hybrid	Manual	2.1	21,052	61,551	3,066	Low
7 Series	2,018	Africa	Silver	Hybrid	Automatic	3.3	137,799	62,482	9,529	High
X5	2,021	Africa	White	Petrol	Manual	2.2	140,880	105,344	7,669	High
3 Series	2,024	Middle East	Blue	Hybrid	Automatic	3.9	174,156	47,409	9,122	High
X6	2,024	Middle East	Silver	Hybrid	Manual	3.4	112,359	42,249	3,217	Low
X1	2,013	South America	Black	Petrol	Manual	1.6	82,798	56,704	7,413	High
X3	2,022	Africa	Blue	Electric	Manual	4.1	68,870	118,823	9,537	High
M5	2,020	South America	Blue	Diesel	Automatic	2.2	182,862	62,047	7,940	High
M3	2,018	North America	Silver	Diesel	Manual	4.4	198,056	117,998	7,081	High
X1	2,020	Asia	Black	Hybrid	Automatic	2.7	97,901	79,001	7,215	High
X6	2,019	Asia	Black	Diesel	Manual	2.7	61,198	36,831	1,077	Low
i3	2,012	North America	Blue	Diesel	Manual	1.5	99,043	85,169	2,607	Low
i3	2,017	North America	White	Diesel	Automatic	5	120,013	57,627	5,031	Low
X6	2,021	North America	Grey	Petrol	Manual	3.6	14,429	106,778	7,944	High
7 Series	2,010	Europe	Blue	Hybrid	Automatic	3	121,533	77,349	6,356	Low
X6	2,020	Europe	Grey	Petrol	Automatic	1.8	29,881	84,427	6,340	Low
X3	2,018	Africa	Black	Electric	Automatic	3.9	130,165	79,064	6,601	Low
5 Series	2,018	Europe	Silver	Electric	Manual	2.5	61,486	95,359	9,058	High
X1	2,019	Middle East	Grey	Petrol	Automatic	5	7,971	62,057	9,477	High
i3	2,011	North America	Grey	Hybrid	Automatic	4.8	181,374	46,722	3,600	Low
X6	2,013	South America	Blue	Diesel	Manual	4.1	56,397	70,111	3,757	Low
X1	2,022	Middle East	White	Electric	Automatic	4.9	92,675	77,007	8,369	High
i3	2,017	South America	Black	Electric	Automatic	1.9	65,888	44,407	3,423	Low
X1	2,016	South America	Blue	Hybrid	Manual	2.5	55,030	46,570	6,703	Low
X6	2,010	South America	Black	Hybrid	Automatic	2.4	102,587	80,347	9,708	High
X3	2,014	North America	Silver	Electric	Manual	1.8	135,758	107,106	7,978	High
5 Series	2,016	Africa	Red	Diesel	Automatic	4.9	82,149	96,541	9,523	High
5 Series	2,024	Middle East	Silver	Hybrid	Manual	1.7	131,392	68,498	2,658	Low
M5	2,013	South America	Silver	Electric	Manual	4.5	149,989	56,379	3,082	Low
X6	2,024	North America	Silver	Electric	Automatic	4.2	183,962	52,777	9,819	High
X5	2,024	Middle East	Red	Petrol	Manual	2.8	176,205	119,196	5,003	Low
3 Series	2,010	Africa	Red	Hybrid	Manual	1.6	112,071	95,119	518	Low
i8	2,018	Europe	Blue	Diesel	Manual	1.5	104,966	45,321	147	Low
i8	2,023	Middle East	Silver	Hybrid	Manual	2.2	58,967	61,397	6,173	Low
X6	2,014	Europe	Silver	Hybrid	Manual	3.2	94,031	78,884	5,399	Low
M3	2,020	Asia	Grey	Petrol	Manual	3.1	90,304	98,236	6,618	Low
i8	2,011	North America	White	Petrol	Manual	3.5	80,617	72,211	8,094	High
M5	2,017	North America	Blue	Petrol	Manual	4.2	138,059	56,054	3,441	Low
M5	2,020	North America	Blue	Diesel	Automatic	2.8	808	62,751	2,996	Low
i8	2,022	North America	Silver	Hybrid	Manual	2.1	83,753	41,042	1,091	Low
i3	2,011	Europe	White	Diesel	Automatic	4.3	4,514	112,370	5,659	Low
X1	2,012	North America	Silver	Electric	Manual	2.7	112,033	56,084	9,188	High
5 Series	2,023	South America	Black	Diesel	Manual	2.5	154,005	92,804	3,173	Low
5 Series	2,019	Asia	Grey	Petrol	Automatic	4.2	45,476	112,909	2,310	Low
i8	2,010	Europe	Grey	Petrol	Manual	4.8	35,131	38,410	7,102	High
M5	2,020	South America	Black	Hybrid	Automatic	4.7	100,730	97,738	9,865	High
i8	2,011	Africa	Silver	Electric	Automatic	2	11,049	30,778	7,167	High

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