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	2,021	North America	Blue	Electric	Automatic	2.6	194,146	109,630	3,696	Low
i8	2,018	Middle East	Black	Petrol	Automatic	3	153,145	105,494	1,899	Low
i8	2,018	Asia	Silver	Hybrid	Manual	4.6	171,596	41,813	2,159	Low
X5	2,012	Asia	Grey	Hybrid	Automatic	3.3	124,904	75,865	3,279	Low
X1	2,021	Europe	Grey	Diesel	Automatic	4	21,815	76,122	7,675	High
X6	2,022	South America	White	Diesel	Manual	3.2	32,118	85,037	6,647	Low
M3	2,010	North America	Black	Electric	Manual	3.7	77,550	107,732	2,426	Low
M5	2,010	Asia	Silver	Diesel	Manual	1.8	74,488	78,955	7,546	High
i8	2,013	Asia	Red	Hybrid	Automatic	4.8	145,550	118,118	7,614	High
X1	2,013	North America	Silver	Hybrid	Manual	3	65,325	97,898	6,223	Low
5 Series	2,020	Middle East	Blue	Diesel	Automatic	4.1	60,018	95,189	2,859	Low
M3	2,021	North America	Red	Electric	Manual	3.8	195,192	80,029	6,392	Low
i3	2,024	South America	Silver	Electric	Manual	4.3	110,560	108,826	2,758	Low
7 Series	2,019	North America	Black	Petrol	Automatic	1.6	159,546	46,190	120	Low
3 Series	2,015	North America	Silver	Petrol	Automatic	4.8	54,464	97,546	6,801	Low
i8	2,014	South America	Silver	Diesel	Manual	4.4	96,178	92,462	7,847	High
5 Series	2,015	North America	Blue	Hybrid	Automatic	4.4	168,844	85,407	9,795	High
3 Series	2,019	Europe	White	Electric	Automatic	3.1	182,935	118,707	7,397	High
i8	2,016	North America	Grey	Diesel	Manual	4.3	94,965	55,806	8,659	High
X3	2,016	South America	Blue	Diesel	Automatic	3.5	129,125	49,820	8,996	High
7 Series	2,019	Africa	Black	Petrol	Automatic	3.3	103,004	68,170	5,602	Low
X3	2,023	Asia	Grey	Hybrid	Automatic	4.2	153,264	99,914	321	Low
M3	2,019	South America	White	Hybrid	Manual	3.7	199,455	95,972	8,060	High
X3	2,018	South America	Silver	Hybrid	Automatic	1.8	115,307	62,639	8,711	High
7 Series	2,024	Asia	Black	Diesel	Manual	2.6	26,852	81,547	1,386	Low
5 Series	2,015	Europe	Black	Diesel	Automatic	3.7	106,767	57,545	6,129	Low
3 Series	2,017	Europe	Grey	Hybrid	Manual	4.7	9,770	58,966	2,426	Low
X6	2,011	Europe	Black	Petrol	Manual	4.8	47,462	110,093	5,747	Low
7 Series	2,017	Middle East	Red	Diesel	Automatic	4.4	30,061	93,257	1,284	Low
X1	2,018	North America	Blue	Electric	Manual	2.4	95,831	98,090	8,680	High
X3	2,013	Africa	Grey	Electric	Manual	3.2	196,455	75,517	3,353	Low
X1	2,024	Asia	Grey	Diesel	Manual	3	38,653	50,874	1,874	Low
i3	2,014	Asia	Red	Diesel	Manual	3	171,540	98,862	4,607	Low
X6	2,014	North America	Blue	Hybrid	Automatic	1.7	87,099	48,300	2,700	Low
7 Series	2,011	South America	Red	Diesel	Manual	2.1	149,108	104,631	4,939	Low
X5	2,014	Africa	Red	Diesel	Automatic	2	153,955	102,204	2,656	Low
X6	2,018	Europe	Grey	Hybrid	Automatic	3.7	116,983	63,394	6,083	Low
M3	2,013	North America	Red	Hybrid	Manual	2.9	194,149	85,662	4,385	Low
X1	2,019	South America	White	Petrol	Automatic	2.6	9,905	117,217	9,250	High
X1	2,012	Middle East	Blue	Petrol	Automatic	3.1	131,487	72,432	5,126	Low
X3	2,023	Asia	Silver	Hybrid	Automatic	2.6	124,082	60,762	8,591	High
5 Series	2,016	North America	Black	Electric	Manual	4.2	140,005	52,117	3,106	Low
X3	2,017	Africa	White	Hybrid	Automatic	2.1	145,583	112,848	9,967	High
X5	2,022	Asia	Black	Electric	Manual	1.7	56,633	65,832	5,737	Low
X6	2,022	Asia	Red	Diesel	Automatic	3.8	170,158	40,386	2,154	Low
X1	2,019	North America	Red	Hybrid	Manual	2.3	43,582	42,891	5,976	Low
3 Series	2,015	Europe	Red	Electric	Manual	3.8	161,554	65,166	2,843	Low
i3	2,015	South America	White	Hybrid	Manual	1.7	192,846	104,517	4,100	Low
X5	2,022	Europe	Silver	Diesel	Automatic	2.4	97,488	76,101	5,177	Low
M3	2,014	South America	Blue	Diesel	Automatic	2	84,577	42,978	7,537	High
M3	2,020	Europe	White	Diesel	Manual	2.5	30,658	53,088	5,810	Low
5 Series	2,015	South America	White	Diesel	Automatic	2.7	84,816	39,735	9,908	High
7 Series	2,018	Middle East	Black	Diesel	Automatic	3.2	43,127	30,323	7,419	High
X6	2,024	South America	Blue	Petrol	Manual	3.3	181,734	43,150	9,042	High
7 Series	2,011	South America	Red	Electric	Manual	3.7	34,869	57,593	4,732	Low
X3	2,019	South America	Black	Petrol	Manual	2.7	110,429	31,733	1,666	Low
X3	2,020	North America	Silver	Petrol	Automatic	3.4	123,110	78,586	9,489	High
7 Series	2,024	Asia	Black	Electric	Automatic	5	79,223	39,598	4,883	Low
7 Series	2,012	Africa	Red	Petrol	Manual	2.2	128,086	65,183	448	Low
3 Series	2,010	North America	Black	Diesel	Automatic	2	186,906	80,403	2,228	Low
i3	2,013	North America	Blue	Electric	Automatic	4.4	24,266	96,462	1,280	Low
X5	2,011	Europe	Black	Hybrid	Manual	2.9	24,107	73,925	4,374	Low
3 Series	2,015	Africa	Silver	Petrol	Manual	4.5	9,238	90,849	6,045	Low
i8	2,024	Middle East	Silver	Electric	Manual	3	195,033	59,952	5,717	Low
X5	2,022	Middle East	Blue	Petrol	Manual	1.6	4,393	84,336	4,945	Low
7 Series	2,024	Middle East	White	Petrol	Automatic	2.8	73,442	111,527	1,068	Low
5 Series	2,010	Europe	Silver	Hybrid	Automatic	3.6	66,549	40,266	8,403	High
X1	2,017	South America	Blue	Hybrid	Manual	3.1	149,418	70,446	8,767	High
X5	2,019	Asia	White	Electric	Manual	3.1	139,109	73,952	5,667	Low
X6	2,015	Middle East	Blue	Electric	Automatic	5	20,179	87,402	6,748	Low
7 Series	2,018	North America	White	Petrol	Manual	3.4	53,471	85,041	5,965	Low
3 Series	2,021	Middle East	Red	Diesel	Automatic	3.9	19,737	82,936	2,973	Low
i8	2,015	Middle East	Red	Petrol	Automatic	4	36,865	93,626	5,808	Low
X1	2,019	Asia	Black	Diesel	Automatic	1.5	196,994	47,524	7,709	High
X6	2,016	Middle East	Silver	Hybrid	Automatic	3.4	13,414	76,239	8,317	High
X1	2,014	Europe	Red	Electric	Automatic	4.9	85,914	73,185	4,395	Low
M5	2,023	Asia	Silver	Petrol	Automatic	4.1	187,639	34,252	2,127	Low
X3	2,017	Europe	Blue	Diesel	Automatic	2.7	60,173	71,783	2,601	Low
i3	2,017	Africa	Red	Hybrid	Manual	2.8	157,160	64,706	3,831	Low
i3	2,019	Europe	Black	Diesel	Automatic	2.6	150,901	111,466	236	Low
7 Series	2,018	Asia	Red	Electric	Manual	3.7	170,443	119,778	6,962	Low
X3	2,021	Europe	Silver	Diesel	Manual	1.8	187,509	57,189	1,963	Low
3 Series	2,015	Middle East	Red	Hybrid	Manual	2.5	185,383	30,945	9,577	High
X6	2,010	South America	Red	Hybrid	Automatic	3.2	193,354	119,670	4,475	Low
X6	2,018	Asia	White	Petrol	Automatic	3.4	180,273	112,533	1,443	Low
i3	2,012	North America	Red	Diesel	Manual	3.6	5,825	115,514	5,457	Low
7 Series	2,018	South America	Grey	Diesel	Manual	4.3	24,253	79,378	3,149	Low
3 Series	2,016	South America	White	Hybrid	Automatic	2.1	6,153	98,254	335	Low
M5	2,023	Middle East	Blue	Petrol	Manual	2.3	42,860	99,596	4,686	Low
i3	2,021	Europe	Grey	Petrol	Automatic	4.6	141,225	69,237	802	Low
X3	2,022	Africa	Silver	Diesel	Manual	4.4	87,612	57,383	5,244	Low
M3	2,012	Europe	Blue	Electric	Manual	4.4	95,381	76,201	1,409	Low
X6	2,018	Europe	Blue	Diesel	Manual	2.2	92,050	73,600	9,761	High
3 Series	2,023	Africa	Red	Electric	Automatic	1.7	120,137	109,257	3,750	Low
X1	2,016	Africa	White	Hybrid	Automatic	3.3	150,062	114,253	8,109	High
X5	2,016	Asia	Red	Petrol	Manual	4.5	14,554	99,051	2,284	Low
M5	2,016	Africa	Black	Diesel	Manual	2.3	91,893	70,083	6,822	Low
X6	2,011	North America	White	Hybrid	Automatic	4.7	146,313	61,075	832	Low
5 Series	2,020	Europe	Grey	Diesel	Automatic	2	123,692	32,518	9,963	High
X3	2,013	Africa	Blue	Hybrid	Automatic	2.5	120,891	88,206	3,145	Low

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