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	2,020	Asia	Black	Diesel	Automatic	1.8	23,821	109,388	6,548	Low
5 Series	2,021	Asia	White	Petrol	Automatic	4.2	2,799	116,930	3,565	Low
X5	2,019	Asia	White	Electric	Manual	2.7	12,399	84,621	3,529	Low
5 Series	2,012	Asia	Silver	Hybrid	Automatic	3.5	154,589	81,996	9,320	High
3 Series	2,016	Africa	Grey	Electric	Automatic	4.5	166,454	71,967	4,111	Low
7 Series	2,022	South America	Grey	Hybrid	Automatic	4.2	26,931	98,930	6,495	Low
X1	2,019	South America	Silver	Diesel	Automatic	2.7	126,048	118,415	193	Low
X5	2,023	Africa	Silver	Petrol	Manual	4.5	39,437	69,628	5,283	Low
3 Series	2,021	Europe	Red	Hybrid	Automatic	2.9	86,878	111,911	5,970	Low
5 Series	2,013	Africa	Silver	Diesel	Automatic	3.3	198,622	86,562	2,890	Low
3 Series	2,019	North America	Black	Hybrid	Automatic	3.6	138,745	76,542	3,829	Low
i3	2,014	Africa	Black	Hybrid	Manual	1.7	17,095	45,954	692	Low
X3	2,017	Europe	White	Hybrid	Automatic	3.6	91,190	101,343	9,523	High
X1	2,010	North America	Blue	Electric	Manual	3.5	128,728	85,606	6,594	Low
i3	2,010	Asia	Red	Diesel	Manual	4.6	99,188	97,270	5,435	Low
X5	2,021	Middle East	Red	Petrol	Automatic	2.7	43,503	119,899	5,619	Low
5 Series	2,016	Europe	Silver	Electric	Automatic	2.3	186,073	53,448	847	Low
7 Series	2,024	Middle East	Red	Diesel	Automatic	3.2	54,743	65,279	9,293	High
X3	2,022	Europe	Blue	Electric	Automatic	3.9	153,298	62,037	1,006	Low
i8	2,021	North America	Red	Diesel	Manual	3.5	189,323	53,476	9,709	High
3 Series	2,018	North America	Blue	Hybrid	Automatic	2	8,908	99,268	7,485	High
i8	2,013	Africa	Red	Petrol	Manual	2.7	170,063	82,819	6,068	Low
M5	2,017	South America	Black	Diesel	Manual	1.7	66,524	81,763	8,890	High
7 Series	2,019	Middle East	White	Petrol	Automatic	4.1	64,393	118,968	1,677	Low
X6	2,024	South America	Red	Hybrid	Automatic	4.6	48,761	100,384	8,364	High
i8	2,016	Middle East	Grey	Diesel	Manual	1.7	105,904	75,529	7,537	High
M5	2,023	Africa	Red	Electric	Manual	3.3	95,391	49,584	6,160	Low
3 Series	2,011	Europe	Black	Petrol	Manual	3.5	154,289	106,628	8,848	High
3 Series	2,023	Africa	Blue	Electric	Automatic	3	83,695	95,918	6,784	Low
i8	2,014	Asia	Red	Petrol	Automatic	3.3	198,026	34,549	4,046	Low
3 Series	2,018	Middle East	Grey	Electric	Manual	4	81,798	90,701	266	Low
M5	2,022	North America	Red	Electric	Manual	3.2	39,499	70,649	3,952	Low
M5	2,022	Africa	Silver	Hybrid	Manual	4.7	11,535	38,411	1,969	Low
i3	2,018	Asia	Black	Electric	Manual	3.4	80,477	113,986	6,029	Low
7 Series	2,012	Europe	White	Petrol	Automatic	1.8	191,136	99,494	8,333	High
3 Series	2,020	Europe	Red	Petrol	Automatic	4.8	29,508	35,032	1,190	Low
3 Series	2,021	Asia	Blue	Electric	Automatic	2	54,416	118,767	1,330	Low
X6	2,012	North America	White	Petrol	Manual	4.2	93,246	77,382	2,468	Low
X3	2,011	North America	Black	Petrol	Manual	3.3	38,177	37,983	3,556	Low
3 Series	2,016	North America	White	Diesel	Manual	4.1	31,496	70,475	3,051	Low
M5	2,015	Asia	Black	Petrol	Automatic	3.3	35,807	49,871	4,249	Low
3 Series	2,024	Africa	Silver	Petrol	Automatic	1.7	18,915	32,168	8,817	High
7 Series	2,014	Middle East	Red	Hybrid	Automatic	2.8	128,282	106,132	6,109	Low
M5	2,016	South America	Black	Diesel	Manual	3.7	116,077	56,133	1,905	Low
i3	2,013	Europe	Silver	Hybrid	Manual	3.7	155,823	42,432	1,021	Low
5 Series	2,014	Middle East	Blue	Hybrid	Manual	4.9	44,029	57,768	9,626	High
X5	2,018	Middle East	Red	Hybrid	Automatic	3.6	73,166	68,954	5,431	Low
3 Series	2,024	Middle East	Black	Hybrid	Manual	2.5	180,314	113,186	9,521	High
i8	2,020	Africa	Red	Diesel	Manual	1.7	199,573	90,797	2,504	Low
5 Series	2,018	Africa	White	Diesel	Manual	4.3	120,725	95,063	8,010	High
X6	2,013	Africa	White	Hybrid	Manual	4.6	5,911	117,803	2,649	Low
i8	2,015	South America	White	Electric	Manual	3.6	10,445	48,243	9,936	High
X5	2,011	Europe	Silver	Diesel	Manual	3.2	31,109	41,164	862	Low
M3	2,012	South America	White	Hybrid	Automatic	4.5	156,524	107,593	4,889	Low
M3	2,018	Europe	Silver	Diesel	Automatic	2.3	65,936	76,200	3,201	Low
i3	2,015	South America	White	Diesel	Manual	2.9	69,046	97,167	3,866	Low
X1	2,017	South America	Grey	Diesel	Automatic	3.3	121,779	47,077	4,138	Low
X6	2,024	Africa	Silver	Electric	Automatic	1.7	173,490	69,061	1,171	Low
M3	2,020	South America	Red	Electric	Automatic	3.9	9,230	102,766	1,895	Low
3 Series	2,014	Africa	Black	Diesel	Automatic	2.2	189,939	61,795	5,799	Low
X6	2,011	Africa	Blue	Electric	Manual	2.7	55,963	101,982	5,050	Low
X3	2,016	Europe	Red	Hybrid	Manual	3	47,885	35,553	1,109	Low
X3	2,015	Africa	Red	Petrol	Manual	3.7	199,818	35,362	7,236	High
M5	2,020	South America	Red	Hybrid	Automatic	1.7	86,528	56,581	5,283	Low
7 Series	2,024	Europe	Blue	Hybrid	Manual	2.7	35,634	67,302	3,622	Low
i8	2,011	Asia	Silver	Petrol	Automatic	2.5	120,117	34,264	1,113	Low
5 Series	2,015	North America	Black	Hybrid	Automatic	1.5	186,177	116,294	6,047	Low
X6	2,022	Asia	Blue	Hybrid	Manual	3.9	188,097	88,720	9,488	High
i3	2,017	North America	Grey	Electric	Manual	2.3	125,951	91,112	1,996	Low
X6	2,022	Africa	White	Hybrid	Automatic	2.1	94,310	109,320	3,827	Low
X5	2,010	South America	Silver	Diesel	Automatic	4.3	81,396	97,716	7,524	High
M3	2,013	Africa	White	Electric	Manual	1.6	164,750	66,277	6,901	Low
X6	2,010	Africa	Silver	Electric	Manual	4.7	54,988	78,679	9,996	High
X6	2,011	Africa	White	Diesel	Manual	3.9	169,546	41,174	1,941	Low
i8	2,010	Asia	Blue	Diesel	Automatic	2.1	14,922	78,683	3,418	Low
i8	2,015	Europe	Blue	Electric	Manual	2.7	20,409	61,890	6,650	Low
7 Series	2,020	Africa	Black	Hybrid	Manual	4.8	117,106	42,598	8,416	High
X3	2,015	Middle East	Silver	Petrol	Manual	3.7	187,907	75,854	1,734	Low
3 Series	2,010	Africa	Red	Hybrid	Manual	3.6	68,160	71,953	9,937	High
i8	2,013	North America	Blue	Diesel	Automatic	3.8	146,074	83,609	7,087	High
7 Series	2,023	Middle East	Red	Petrol	Automatic	3.1	113,067	80,499	5,325	Low
5 Series	2,023	Middle East	Grey	Hybrid	Manual	2.1	151,266	89,380	6,182	Low
i3	2,023	North America	Red	Electric	Automatic	2	173,179	54,917	2,505	Low
i8	2,013	South America	Silver	Diesel	Automatic	3.9	142,899	31,396	7,409	High
M5	2,017	Asia	Red	Electric	Automatic	4.6	25,005	99,948	2,981	Low
5 Series	2,015	Africa	White	Petrol	Automatic	2.6	88,158	50,958	2,108	Low
X6	2,011	Europe	Silver	Electric	Automatic	3.3	38,968	115,763	1,337	Low
i8	2,014	Asia	Grey	Hybrid	Manual	5	33,802	82,177	6,208	Low
M3	2,013	North America	White	Electric	Manual	2.4	4,681	59,360	7,332	High
M3	2,019	South America	Blue	Electric	Automatic	2.9	72,228	69,583	6,202	Low
X5	2,013	Africa	Red	Diesel	Manual	2.8	148,423	38,103	4,832	Low
3 Series	2,021	South America	Grey	Electric	Manual	1.6	35,471	41,389	687	Low
3 Series	2,017	Asia	Blue	Hybrid	Manual	3.3	144,964	74,232	470	Low
3 Series	2,014	Asia	Grey	Hybrid	Automatic	2.2	184,916	83,277	4,989	Low
M3	2,012	Middle East	Red	Petrol	Manual	2	69,439	96,397	5,744	Low
i8	2,019	Asia	Silver	Electric	Manual	4	122,119	70,193	5,347	Low
i8	2,021	Africa	White	Electric	Automatic	4.2	129,314	91,086	5,633	Low
7 Series	2,024	Asia	Silver	Hybrid	Manual	4.6	59,140	92,621	4,063	Low
i3	2,013	Africa	Blue	Petrol	Manual	4.8	133,260	41,445	5,894	Low
X6	2,010	Europe	Grey	Diesel	Automatic	4.5	173,024	97,848	6,852	Low

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