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
5 Series	2,017	North America	Grey	Petrol	Automatic	4.3	100,601	32,311	4,335	Low
M5	2,010	Asia	Blue	Hybrid	Automatic	5	55,007	53,243	6,670	Low
5 Series	2,024	Europe	White	Hybrid	Manual	4.5	76,179	117,547	1,143	Low
3 Series	2,021	South America	Red	Diesel	Manual	3.3	44,380	59,961	5,939	Low
X5	2,017	Middle East	White	Electric	Automatic	2.6	3,364	59,585	6,597	Low
i8	2,017	South America	Red	Petrol	Automatic	3.5	166,008	110,196	3,944	Low
i8	2,011	Asia	Grey	Hybrid	Automatic	3.7	147,129	88,295	9,067	High
i3	2,013	Africa	Red	Petrol	Manual	2.7	124,901	75,397	2,297	Low
7 Series	2,015	North America	Grey	Electric	Manual	4.2	14,848	84,174	4,098	Low
X1	2,021	North America	Silver	Petrol	Manual	1.8	172,597	118,341	2,514	Low
3 Series	2,020	Europe	Blue	Electric	Manual	4.2	178,172	110,675	2,802	Low
3 Series	2,018	North America	Silver	Hybrid	Automatic	1.6	33,742	43,177	2,571	Low
X1	2,024	Africa	Silver	Electric	Automatic	3.2	62,945	74,994	1,334	Low
M3	2,017	Africa	Red	Petrol	Automatic	4.5	34,902	102,270	4,840	Low
X1	2,021	Asia	Grey	Electric	Automatic	1.8	109,020	106,637	8,865	High
7 Series	2,024	Asia	Black	Diesel	Manual	3.3	180,849	65,050	2,225	Low
X3	2,017	Europe	White	Hybrid	Automatic	2.1	129,932	77,565	4,865	Low
M3	2,016	Asia	White	Hybrid	Manual	4.6	184,577	80,877	3,431	Low
X1	2,023	Middle East	White	Petrol	Manual	4.4	63,015	65,152	5,251	Low
M3	2,022	Africa	Blue	Diesel	Automatic	4.8	181,754	52,595	8,143	High
X6	2,018	South America	Blue	Hybrid	Manual	4.6	23,991	39,578	4,768	Low
X3	2,024	Africa	Grey	Electric	Manual	4.1	142,660	95,796	5,069	Low
i3	2,011	Middle East	Blue	Electric	Manual	2.1	116,757	63,464	3,371	Low
X3	2,012	Middle East	White	Diesel	Manual	2.6	58	39,244	9,531	High
5 Series	2,019	North America	White	Hybrid	Automatic	3.2	83,214	118,238	5,042	Low
3 Series	2,017	Middle East	Red	Hybrid	Manual	3.6	190,584	89,124	3,259	Low
X1	2,023	Africa	Grey	Hybrid	Manual	4.2	53,964	51,222	1,993	Low
3 Series	2,015	Africa	Black	Hybrid	Automatic	2.3	75,894	101,932	8,216	High
M3	2,019	Africa	Black	Hybrid	Manual	1.9	129,181	77,036	6,340	Low
M5	2,018	Europe	Blue	Hybrid	Manual	3.2	91,476	57,360	3,168	Low
3 Series	2,019	Middle East	Silver	Hybrid	Manual	2.1	161,616	76,624	5,914	Low
3 Series	2,013	South America	Black	Petrol	Automatic	3.9	185,315	55,296	6,355	Low
i8	2,017	North America	Silver	Hybrid	Manual	3.5	168,358	73,063	1,579	Low
X6	2,019	Asia	Silver	Electric	Automatic	4.1	90,145	68,654	7,324	High
3 Series	2,012	Asia	Blue	Petrol	Automatic	1.7	143,848	104,237	5,201	Low
M5	2,012	Middle East	Black	Hybrid	Manual	4.9	58,977	70,239	2,840	Low
M3	2,017	Europe	Grey	Petrol	Manual	1.5	165,040	84,691	4,900	Low
X6	2,014	South America	Blue	Diesel	Automatic	2.6	112,564	109,498	6,047	Low
X6	2,012	Asia	Black	Petrol	Manual	3.9	75,761	46,570	5,065	Low
X3	2,019	Europe	Blue	Petrol	Automatic	1.7	52,773	108,724	1,960	Low
3 Series	2,020	Europe	Grey	Electric	Automatic	1.8	180,922	78,100	1,005	Low
X3	2,010	South America	Blue	Petrol	Automatic	1.8	75,237	44,977	932	Low
X5	2,024	Europe	Blue	Hybrid	Automatic	3.5	67,133	93,694	5,433	Low
X6	2,012	Asia	Blue	Hybrid	Automatic	4.6	38,553	110,588	3,444	Low
3 Series	2,021	Europe	White	Hybrid	Automatic	3.4	162,369	80,465	8,174	High
5 Series	2,018	South America	Black	Hybrid	Manual	3.6	178,017	86,746	2,788	Low
M5	2,014	Middle East	Black	Petrol	Automatic	2.7	96,357	104,818	8,954	High
7 Series	2,021	Middle East	Red	Hybrid	Manual	1.6	36,584	82,387	5,788	Low
X6	2,019	North America	Black	Diesel	Automatic	1.6	31,229	35,157	9,126	High
7 Series	2,024	South America	Red	Electric	Automatic	4.6	84,157	78,630	6,780	Low
M3	2,011	Africa	White	Electric	Manual	1.9	143,971	54,715	8,192	High
X1	2,016	Europe	Silver	Diesel	Manual	5	94,057	52,418	6,309	Low
i8	2,024	Asia	Red	Electric	Manual	2.1	187,581	41,666	4,430	Low
M5	2,011	Asia	Blue	Electric	Automatic	3.9	61,763	37,114	7,005	High
X3	2,013	North America	Blue	Petrol	Automatic	4.8	143,178	94,208	8,856	High
i3	2,021	Europe	White	Electric	Manual	2.8	25,513	40,112	6,002	Low
3 Series	2,016	South America	White	Electric	Manual	4.1	181,862	110,051	5,657	Low
i3	2,013	South America	Blue	Petrol	Automatic	2.7	74,659	61,920	3,307	Low
X5	2,016	Africa	Grey	Diesel	Manual	2.6	127,050	61,930	7,589	High
3 Series	2,016	North America	Black	Diesel	Automatic	2.2	185,626	78,781	6,616	Low
X1	2,010	Europe	Grey	Hybrid	Manual	4.4	192,770	40,255	7,218	High
M3	2,015	North America	Black	Petrol	Manual	2.4	57,722	71,477	1,178	Low
M5	2,018	Africa	Blue	Electric	Automatic	2.5	156,076	71,951	4,790	Low
X3	2,011	Africa	Red	Hybrid	Automatic	5	113,277	68,040	9,508	High
X3	2,023	Asia	Black	Electric	Manual	2.6	186,331	92,319	7,409	High
7 Series	2,012	Asia	Red	Electric	Automatic	3	39,202	83,170	9,314	High
X6	2,019	Europe	Blue	Hybrid	Manual	5	123,789	57,594	6,022	Low
M5	2,014	Asia	Grey	Electric	Automatic	2.8	99,059	103,138	7,739	High
M5	2,018	Middle East	Blue	Diesel	Automatic	2.8	140,132	93,534	2,323	Low
3 Series	2,013	South America	Grey	Petrol	Manual	4.4	44,926	81,558	9,628	High
i8	2,010	Africa	Silver	Electric	Manual	2.6	8,912	94,690	3,584	Low
X3	2,013	Asia	Grey	Electric	Manual	2.3	188,207	116,341	3,098	Low
i8	2,015	North America	Red	Hybrid	Automatic	3	116,211	99,060	3,466	Low
X6	2,014	South America	Black	Diesel	Manual	4	121,637	61,336	1,427	Low
X3	2,023	Asia	Black	Electric	Automatic	1.7	186,871	86,372	3,531	Low
X1	2,022	North America	Red	Petrol	Manual	2.8	101,777	85,664	7,891	High
X3	2,010	Middle East	Blue	Hybrid	Manual	2.7	109,393	67,883	7,089	High
X5	2,013	Europe	Black	Hybrid	Automatic	2.4	113,074	76,990	6,156	Low
M3	2,015	Asia	Blue	Hybrid	Automatic	3.8	18,149	32,137	5,879	Low
X5	2,022	Europe	Silver	Hybrid	Manual	2.5	19,944	71,642	6,545	Low
i8	2,024	Africa	Blue	Electric	Manual	3.6	146,170	106,223	3,363	Low
5 Series	2,019	North America	Red	Petrol	Automatic	3.3	191,896	95,860	159	Low
i8	2,019	Africa	Black	Petrol	Automatic	2.3	198,586	106,382	3,039	Low
3 Series	2,023	South America	Black	Petrol	Manual	2.4	95,111	67,101	9,107	High
X3	2,013	Europe	Black	Petrol	Manual	2.1	172,488	76,512	8,409	High
X3	2,024	North America	Grey	Electric	Automatic	1.7	139,540	102,045	7,813	High
M3	2,023	Africa	Grey	Electric	Manual	3.7	188,513	117,304	3,875	Low
X1	2,018	North America	Grey	Petrol	Manual	3.9	103,415	96,426	8,453	High
i8	2,014	South America	Red	Diesel	Automatic	2.1	185,255	99,850	2,330	Low
X3	2,017	Europe	Silver	Petrol	Automatic	3.7	4,408	68,398	4,980	Low
3 Series	2,018	Middle East	White	Diesel	Manual	4.9	168,181	95,629	694	Low
7 Series	2,019	North America	Blue	Electric	Automatic	1.8	111,820	117,006	2,964	Low
X1	2,014	Africa	Black	Petrol	Manual	3.2	196,505	64,354	7,566	High
X3	2,015	Africa	Silver	Hybrid	Automatic	4.1	21,161	41,319	1,048	Low
X5	2,010	North America	White	Electric	Automatic	1.7	18,295	48,070	9,466	High
X1	2,020	North America	Silver	Electric	Manual	4.2	195,692	52,350	8,865	High
i3	2,021	Asia	Grey	Electric	Automatic	4.9	81,082	83,836	5,331	Low
i3	2,024	North America	Blue	Diesel	Manual	1.8	29,924	30,583	2,021	Low
X6	2,016	Europe	White	Hybrid	Manual	4.4	26,286	95,514	4,931	Low
5 Series	2,013	South America	White	Hybrid	Automatic	2.8	164,587	72,684	1,953	Low

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