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	2,010	Asia	Blue	Electric	Manual	4	164,797	32,353	3,422	Low
X5	2,012	Asia	Silver	Hybrid	Automatic	4.4	148,264	117,863	632	Low
X3	2,022	Middle East	Black	Diesel	Manual	3.6	104,677	32,200	5,230	Low
M3	2,022	Africa	Grey	Diesel	Automatic	2.6	75,040	47,220	2,110	Low
X6	2,013	Asia	Silver	Electric	Manual	2.6	144,099	97,680	4,229	Low
5 Series	2,023	North America	Blue	Petrol	Automatic	1.9	139,301	85,255	4,180	Low
5 Series	2,010	North America	Red	Hybrid	Manual	4.8	191,633	57,319	5,342	Low
M3	2,010	Middle East	Red	Electric	Automatic	3.7	68,021	82,369	1,538	Low
5 Series	2,017	North America	Blue	Hybrid	Manual	1.6	25,648	98,830	4,752	Low
X3	2,011	Europe	Silver	Hybrid	Automatic	3.8	199,996	50,904	3,775	Low
i3	2,021	Asia	White	Diesel	Manual	3.1	197,135	85,400	2,031	Low
X6	2,024	South America	Silver	Hybrid	Manual	4.9	194,773	33,869	934	Low
X3	2,017	Middle East	Grey	Petrol	Manual	4.4	111,188	83,045	6,111	Low
5 Series	2,016	North America	Blue	Diesel	Manual	2.1	130,801	47,610	8,208	High
3 Series	2,019	Europe	Red	Electric	Automatic	4	95,019	39,256	7,357	High
i3	2,019	Middle East	Blue	Hybrid	Automatic	3.2	189,982	46,036	9,115	High
M5	2,011	Asia	Black	Diesel	Manual	2.2	129,690	36,553	7,061	High
M5	2,015	Asia	White	Electric	Automatic	3.9	140,787	73,348	3,867	Low
X3	2,015	Africa	Black	Hybrid	Automatic	3.4	194,161	67,357	9,727	High
X1	2,012	Africa	Silver	Petrol	Automatic	1.6	27,620	104,449	4,281	Low
X6	2,020	South America	White	Diesel	Manual	3.8	112,386	112,855	758	Low
X5	2,011	Africa	Grey	Petrol	Manual	3.7	122,462	42,377	3,023	Low
i3	2,021	North America	Red	Petrol	Automatic	2	183,969	76,608	5,680	Low
M5	2,010	Asia	Black	Electric	Automatic	2.7	107,993	65,289	6,105	Low
i8	2,015	South America	Grey	Electric	Automatic	3.6	4,233	38,101	138	Low
X6	2,021	Europe	Blue	Petrol	Manual	2	10,405	117,454	6,238	Low
5 Series	2,014	Europe	White	Electric	Manual	4.5	155,236	59,268	749	Low
M5	2,023	Asia	Grey	Diesel	Manual	1.6	199,654	98,512	3,277	Low
5 Series	2,023	Middle East	Red	Diesel	Manual	1.9	47,837	34,330	1,106	Low
M3	2,020	Asia	Black	Petrol	Automatic	1.9	29,414	102,395	7,612	High
5 Series	2,018	North America	Grey	Hybrid	Manual	3.3	151,280	50,933	6,633	Low
X1	2,010	Asia	Black	Petrol	Manual	3.7	186,331	83,078	281	Low
5 Series	2,024	Asia	Black	Electric	Automatic	2.9	106,278	59,710	7,494	High
X5	2,024	Asia	Red	Hybrid	Automatic	2.5	163,839	100,168	3,599	Low
X3	2,016	North America	Blue	Petrol	Manual	4.3	192,201	105,953	6,089	Low
7 Series	2,024	Africa	Silver	Petrol	Manual	1.7	198,709	36,623	1,782	Low
7 Series	2,014	South America	Grey	Electric	Automatic	2.5	100,505	100,170	2,565	Low
X3	2,014	North America	White	Petrol	Manual	1.6	133,345	35,383	2,744	Low
X5	2,023	Europe	Red	Hybrid	Manual	1.5	30,781	34,923	8,937	High
i8	2,011	Middle East	Blue	Hybrid	Manual	2.7	161,159	86,772	3,104	Low
3 Series	2,020	Middle East	Black	Hybrid	Automatic	2.2	177,553	79,735	6,990	Low
X1	2,012	North America	White	Diesel	Manual	2.4	32,456	70,223	2,892	Low
M3	2,016	Europe	Blue	Hybrid	Automatic	4.4	64,277	116,021	1,162	Low
5 Series	2,015	Africa	Grey	Hybrid	Automatic	2.1	195,217	109,378	2,031	Low
X6	2,021	Middle East	Silver	Electric	Manual	4.2	15,012	45,477	9,914	High
5 Series	2,011	Asia	Silver	Electric	Manual	3.9	48,494	32,026	4,716	Low
i3	2,015	Middle East	White	Diesel	Automatic	2.6	27,808	88,667	1,033	Low
5 Series	2,011	Asia	Blue	Electric	Manual	3.4	136,111	116,608	9,309	High
X1	2,011	Middle East	Blue	Petrol	Automatic	3.1	92,207	70,535	9,807	High
5 Series	2,011	Asia	Black	Petrol	Manual	1.9	192,897	114,056	9,932	High
M5	2,023	Europe	Red	Hybrid	Automatic	4.7	16,632	65,366	537	Low
X3	2,024	Middle East	Black	Petrol	Automatic	3.5	8,217	115,703	2,498	Low
X3	2,020	Africa	Silver	Petrol	Manual	4.6	158,864	93,416	2,177	Low
3 Series	2,012	Africa	White	Petrol	Manual	4.4	38,147	81,801	3,206	Low
7 Series	2,024	North America	White	Hybrid	Automatic	1.8	43,016	109,011	1,918	Low
X5	2,011	Asia	Blue	Petrol	Automatic	2.2	84,467	81,092	9,627	High
3 Series	2,013	Asia	Black	Petrol	Automatic	2	62,729	51,520	8,246	High
X1	2,018	Europe	Silver	Diesel	Automatic	4.4	63,728	49,735	4,287	Low
i8	2,015	Asia	Black	Hybrid	Automatic	4.5	107,844	83,167	5,864	Low
M5	2,010	North America	Black	Diesel	Manual	3.3	124,837	76,678	9,533	High
3 Series	2,017	Europe	White	Petrol	Manual	1.9	46,896	99,927	8,745	High
M5	2,024	South America	Blue	Electric	Manual	2	155,175	76,924	1,796	Low
X5	2,021	South America	Red	Hybrid	Manual	4.3	26,800	72,937	1,973	Low
3 Series	2,023	Asia	Silver	Hybrid	Automatic	4.8	44,501	40,840	4,609	Low
M3	2,016	Europe	Grey	Electric	Manual	2.2	105,264	35,159	177	Low
M5	2,019	Africa	Black	Electric	Automatic	1.5	70,021	61,812	2,968	Low
5 Series	2,012	North America	Black	Electric	Automatic	2.7	99,647	86,998	1,892	Low
X5	2,010	Africa	Black	Hybrid	Automatic	1.6	55,245	62,516	9,205	High
M5	2,014	Europe	White	Electric	Manual	4.4	73,268	98,749	335	Low
X3	2,022	Africa	White	Diesel	Automatic	3.2	576	96,752	7,370	High
X3	2,013	South America	Red	Diesel	Manual	3.7	105,214	105,554	588	Low
X1	2,019	North America	Silver	Hybrid	Automatic	2.9	161,739	84,224	4,278	Low
7 Series	2,017	North America	White	Diesel	Manual	2.7	72,258	95,235	499	Low
X6	2,010	Asia	Red	Electric	Manual	2.3	180,396	103,056	3,972	Low
X5	2,019	Africa	Blue	Diesel	Automatic	4.2	36,951	113,833	5,009	Low
i8	2,010	South America	Black	Petrol	Automatic	3.9	88,815	47,631	1,983	Low
7 Series	2,021	Europe	White	Electric	Manual	2.8	87,757	118,858	9,193	High
i8	2,013	Asia	Silver	Electric	Automatic	2.6	26,660	82,318	7,267	High
X5	2,017	Middle East	Silver	Diesel	Automatic	1.5	157,978	35,200	9,889	High
X1	2,014	Africa	Blue	Electric	Manual	1.7	159,182	61,894	6,198	Low
7 Series	2,011	Europe	Grey	Diesel	Manual	3.7	123,800	67,892	9,663	High
5 Series	2,015	North America	White	Diesel	Automatic	3.3	199,787	101,909	9,959	High
X1	2,014	Africa	Grey	Hybrid	Manual	3	87,109	72,738	7,967	High
i3	2,011	North America	Blue	Electric	Automatic	4.4	67,250	100,368	971	Low
X5	2,022	Middle East	Blue	Hybrid	Manual	3.3	25,709	60,203	4,029	Low
i8	2,023	Europe	Silver	Electric	Automatic	2.8	157,862	40,807	3,505	Low
i3	2,020	South America	Blue	Petrol	Automatic	2.1	180,600	38,450	1,393	Low
5 Series	2,020	Europe	Silver	Electric	Manual	4.4	199,709	35,786	5,167	Low
5 Series	2,020	Middle East	Blue	Petrol	Manual	3.5	37,550	106,589	5,568	Low
M3	2,012	North America	Red	Electric	Automatic	1.8	46,129	69,957	8,957	High
i3	2,024	Europe	Black	Hybrid	Automatic	3.8	75,550	84,588	8,537	High
X6	2,018	Middle East	Blue	Petrol	Automatic	3	94,408	41,627	3,712	Low
X5	2,016	North America	Silver	Petrol	Manual	4.3	25,851	34,564	7,619	High
M3	2,016	Middle East	Black	Petrol	Automatic	4.7	183,087	73,250	4,446	Low
M3	2,024	Europe	Red	Hybrid	Manual	3.6	27,329	40,543	9,239	High
X3	2,020	Asia	Black	Electric	Manual	4.1	120,756	79,036	3,133	Low
5 Series	2,015	Africa	White	Petrol	Manual	1.7	114,491	111,629	7,531	High
X1	2,017	Europe	Silver	Diesel	Automatic	3.5	133,166	36,924	6,617	Low
3 Series	2,013	Asia	Black	Petrol	Automatic	4.1	147,628	68,958	4,317	Low
3 Series	2,017	Africa	White	Diesel	Automatic	3.2	15,488	78,082	5,781	Low

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