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
X5	2,022	Africa	Black	Diesel	Automatic	2.3	87,510	103,500	7,483	High
X6	2,010	Middle East	Red	Diesel	Manual	4.8	51,078	108,836	2,050	Low
M3	2,013	North America	Blue	Petrol	Automatic	3.9	4,990	35,874	8,837	High
X1	2,016	North America	Grey	Diesel	Automatic	3.5	118,876	97,809	2,572	Low
X5	2,020	Asia	Black	Petrol	Automatic	4.3	76,267	85,059	1,420	Low
M5	2,017	Africa	Silver	Electric	Manual	3.8	82,323	55,167	6,093	Low
X5	2,016	Europe	Red	Electric	Manual	4.6	65,994	47,589	4,257	Low
X6	2,021	Europe	Red	Electric	Manual	4.4	82,053	56,080	7,648	High
X1	2,012	South America	Red	Petrol	Automatic	2.2	144,083	112,359	4,372	Low
5 Series	2,024	North America	White	Electric	Automatic	2.3	37,553	90,343	8,621	High
5 Series	2,013	South America	Silver	Electric	Automatic	1.7	138,461	68,567	7,427	High
M5	2,021	Africa	Red	Electric	Automatic	2.3	176,207	32,965	9,064	High
5 Series	2,016	Europe	Blue	Hybrid	Automatic	2.7	93,103	53,971	3,307	Low
X5	2,017	Middle East	Black	Diesel	Manual	1.6	121,847	67,105	2,769	Low
i3	2,016	Europe	White	Electric	Manual	2.6	122,272	104,325	4,947	Low
i8	2,015	Africa	Blue	Electric	Automatic	4.2	190,804	50,568	1,512	Low
7 Series	2,018	Europe	Blue	Hybrid	Manual	4.4	119,778	101,899	5,383	Low
3 Series	2,018	Asia	Silver	Petrol	Automatic	1.5	135,093	38,737	3,193	Low
X6	2,020	Middle East	Grey	Hybrid	Automatic	1.5	163,456	61,060	6,320	Low
5 Series	2,022	South America	White	Electric	Manual	2	60,569	36,810	6,818	Low
5 Series	2,016	Africa	Blue	Diesel	Automatic	4.6	38,003	84,592	4,703	Low
3 Series	2,017	South America	Red	Diesel	Automatic	3.1	80,611	63,052	7,568	High
3 Series	2,015	Asia	Red	Petrol	Manual	4.9	155,098	88,911	730	Low
X5	2,010	North America	White	Electric	Automatic	4.6	89,717	60,264	9,505	High
7 Series	2,010	North America	Grey	Diesel	Automatic	4.6	18,000	88,764	1,687	Low
X6	2,015	Asia	Blue	Hybrid	Manual	1.9	32,059	56,828	6,737	Low
M5	2,011	North America	Blue	Diesel	Manual	3.2	188,174	49,501	9,849	High
X5	2,023	Africa	Grey	Petrol	Automatic	5	103,061	85,940	3,027	Low
i3	2,017	Europe	Silver	Diesel	Manual	2	59,161	75,945	1,868	Low
M5	2,010	Asia	Red	Hybrid	Automatic	3.5	112,264	79,716	4,983	Low
X3	2,022	Europe	Black	Diesel	Manual	2.7	110,624	96,889	5,660	Low
M3	2,011	South America	Black	Hybrid	Automatic	2.9	59,963	60,062	1,177	Low
M3	2,017	Europe	Black	Diesel	Automatic	4.6	14,010	62,717	7,981	High
i3	2,021	Africa	Red	Diesel	Manual	3.6	45,970	57,152	8,630	High
i8	2,015	North America	Blue	Electric	Automatic	4.2	73,211	30,481	731	Low
i3	2,021	Africa	Red	Electric	Automatic	3.9	7,828	68,735	3,828	Low
X6	2,019	Asia	Silver	Petrol	Automatic	3.4	189,185	62,152	712	Low
X5	2,011	North America	Black	Electric	Manual	4.3	32,778	92,982	1,280	Low
X5	2,011	Africa	Red	Petrol	Automatic	4.9	93,874	69,329	1,062	Low
X1	2,020	South America	Black	Hybrid	Automatic	4.9	167,665	78,981	348	Low
M3	2,023	Asia	White	Hybrid	Automatic	4.3	178,563	55,753	2,700	Low
5 Series	2,016	Middle East	White	Petrol	Manual	3.2	98,183	100,524	2,017	Low
M5	2,014	Middle East	White	Hybrid	Automatic	2.1	31,790	35,433	5,396	Low
X3	2,014	Asia	Blue	Hybrid	Automatic	1.7	49,416	115,564	9,888	High
M3	2,017	Asia	Black	Petrol	Automatic	2.3	149,223	64,281	1,195	Low
M3	2,021	South America	Grey	Hybrid	Manual	2.7	76,969	70,512	9,551	High
M3	2,021	Europe	Black	Diesel	Manual	2	132,224	65,912	2,357	Low
M3	2,016	North America	Red	Diesel	Manual	2.3	30,680	39,365	3,350	Low
7 Series	2,021	Europe	Blue	Diesel	Manual	1.8	20,591	47,786	1,280	Low
X6	2,023	South America	White	Hybrid	Automatic	3.3	138,957	39,310	9,671	High
i8	2,018	Asia	White	Hybrid	Manual	1.9	177,249	106,176	524	Low
7 Series	2,013	Asia	Red	Petrol	Manual	4.1	128,584	59,630	4,586	Low
5 Series	2,019	Europe	Black	Petrol	Automatic	2.7	187,197	93,604	7,117	High
i3	2,013	Middle East	Silver	Diesel	Automatic	3.9	135,649	58,865	4,616	Low
X1	2,011	Africa	Grey	Electric	Automatic	4.6	195,695	65,254	7,750	High
i8	2,012	Africa	White	Petrol	Manual	1.8	48,144	104,666	4,642	Low
M5	2,010	North America	White	Petrol	Automatic	5	164,197	81,657	9,102	High
X5	2,010	North America	Blue	Hybrid	Automatic	3.8	1,186	30,948	3,775	Low
i8	2,016	South America	Blue	Hybrid	Automatic	1.7	44,133	71,787	3,536	Low
5 Series	2,023	Asia	Silver	Hybrid	Manual	2.6	92,018	77,192	2,166	Low
5 Series	2,023	Europe	Black	Petrol	Automatic	4.6	85,695	61,093	3,287	Low
i8	2,014	North America	Grey	Diesel	Automatic	3.6	136,302	93,074	6,589	Low
i3	2,012	Asia	Blue	Electric	Automatic	2.5	2,465	84,030	2,056	Low
M5	2,016	South America	Blue	Hybrid	Automatic	4.8	188,787	102,914	3,658	Low
3 Series	2,023	South America	White	Electric	Manual	4.3	188,797	32,478	4,272	Low
i8	2,011	Europe	Silver	Petrol	Automatic	4.1	39,154	57,413	2,864	Low
7 Series	2,012	Middle East	Silver	Petrol	Manual	4.6	88,439	101,715	9,544	High
M5	2,010	South America	Blue	Electric	Manual	4.2	25,264	44,357	436	Low
M5	2,017	North America	Blue	Petrol	Manual	2.5	127,941	68,546	1,901	Low
3 Series	2,011	Middle East	Grey	Diesel	Manual	3.5	105,829	77,102	6,737	Low
M5	2,024	Asia	White	Petrol	Manual	4.4	6,340	69,946	4,109	Low
5 Series	2,016	Middle East	White	Electric	Automatic	2.1	150,285	95,479	4,746	Low
i8	2,020	Africa	White	Diesel	Manual	2.1	58,633	41,007	2,083	Low
i8	2,018	South America	Black	Diesel	Automatic	2.1	70,045	99,614	2,548	Low
5 Series	2,015	South America	Red	Petrol	Manual	2.2	99,659	101,530	5,433	Low
M3	2,011	Africa	White	Hybrid	Manual	1.9	110,503	101,761	4,404	Low
X1	2,011	Middle East	Black	Hybrid	Automatic	4.4	165,824	67,193	9,949	High
i3	2,018	Africa	Black	Electric	Automatic	4.4	134,747	109,058	7,778	High
X3	2,019	Asia	Blue	Electric	Automatic	2	86,964	47,340	1,727	Low
M3	2,017	Europe	Blue	Petrol	Automatic	4	61,587	64,121	4,753	Low
M5	2,023	Africa	White	Electric	Automatic	3.7	175,767	88,296	8,278	High
X1	2,023	Asia	Blue	Petrol	Automatic	2.5	49,178	61,637	9,404	High
X6	2,023	Asia	Blue	Electric	Manual	2.3	110,793	101,536	7,068	High
X6	2,018	South America	Red	Diesel	Automatic	2.4	96,602	82,637	8,232	High
i8	2,013	Asia	Blue	Petrol	Automatic	4.1	4,513	44,872	6,661	Low
5 Series	2,013	South America	Grey	Diesel	Automatic	2.6	133,481	93,112	4,324	Low
i3	2,024	Africa	Silver	Electric	Automatic	2.5	56,726	108,753	8,534	High
7 Series	2,024	Asia	Red	Petrol	Manual	1.6	115,889	67,344	2,081	Low
X1	2,011	Africa	Black	Petrol	Manual	4.7	35,351	94,575	9,019	High
X5	2,023	Asia	White	Diesel	Automatic	4.1	36,862	65,809	5,891	Low
i3	2,019	Africa	Black	Hybrid	Manual	3.2	69,707	88,029	3,122	Low
i8	2,010	Asia	Blue	Petrol	Manual	4.8	123,489	43,885	9,295	High
M5	2,019	South America	Black	Diesel	Automatic	2.5	46,560	95,856	3,305	Low
X1	2,022	Africa	Red	Electric	Manual	3.9	46,433	68,727	7,865	High
X5	2,013	Asia	Silver	Electric	Automatic	2.6	22,763	94,870	9,624	High
M3	2,019	Middle East	Grey	Petrol	Manual	2.6	53,002	71,037	8,543	High
7 Series	2,019	Asia	White	Hybrid	Automatic	4.5	48,764	97,405	8,122	High
X1	2,020	North America	Blue	Diesel	Automatic	4.3	79,387	119,652	4,029	Low
X1	2,017	South America	Grey	Petrol	Automatic	2.5	158,666	108,250	2,770	Low
3 Series	2,011	Asia	Grey	Petrol	Manual	1.8	127,070	51,768	5,295	Low

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