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
X6	2,011	Asia	Red	Hybrid	Manual	2.2	96,778	61,915	3,842	Low
M3	2,012	Africa	Red	Diesel	Manual	1.7	80,844	72,575	2,870	Low
X5	2,012	Middle East	Red	Hybrid	Automatic	4.6	187,432	99,864	4,942	Low
5 Series	2,013	Africa	Silver	Petrol	Manual	4.5	10,243	46,337	2,469	Low
X1	2,016	South America	White	Diesel	Manual	4.9	159,192	101,665	306	Low
i3	2,018	Europe	Grey	Petrol	Manual	3.2	9,218	45,578	9,284	High
7 Series	2,011	Middle East	Grey	Petrol	Automatic	2.5	160,119	87,266	8,994	High
7 Series	2,013	South America	Blue	Hybrid	Manual	4.2	152,393	31,018	5,031	Low
M5	2,018	Africa	White	Diesel	Automatic	2.1	146,628	93,212	501	Low
X3	2,023	Asia	Red	Hybrid	Manual	2.4	84,811	59,751	869	Low
M5	2,011	North America	Black	Electric	Automatic	2.4	125,089	112,770	6,246	Low
M3	2,019	South America	Black	Hybrid	Manual	4.8	80,459	50,048	7,216	High
3 Series	2,020	Europe	Blue	Petrol	Automatic	4.1	24,116	67,511	8,496	High
X1	2,022	Europe	White	Petrol	Manual	2	90,405	90,160	7,250	High
X1	2,010	Asia	Black	Electric	Automatic	1.8	144,846	39,307	1,700	Low
5 Series	2,019	South America	Grey	Petrol	Manual	4.4	60,756	35,290	5,249	Low
X3	2,017	South America	Red	Diesel	Manual	4.3	87,798	32,932	9,613	High
5 Series	2,018	South America	Grey	Diesel	Manual	3.8	5,123	95,904	4,947	Low
5 Series	2,016	Europe	White	Hybrid	Automatic	2.2	77,514	70,025	2,461	Low
X5	2,017	Middle East	White	Hybrid	Manual	3.2	183,673	38,768	3,493	Low
X1	2,013	North America	Blue	Electric	Manual	3.6	97,865	103,339	4,038	Low
X3	2,013	Asia	Blue	Hybrid	Manual	4.8	93,126	69,994	255	Low
M5	2,022	Africa	White	Diesel	Manual	2.1	71,441	30,476	2,343	Low
7 Series	2,011	South America	Red	Hybrid	Manual	3.3	167,018	99,928	6,802	Low
i8	2,017	Africa	Black	Electric	Automatic	2.1	85,275	42,000	3,879	Low
M5	2,024	Asia	Grey	Electric	Manual	3.1	151,224	109,241	6,528	Low
X1	2,020	North America	Blue	Diesel	Manual	2.2	141,279	109,885	5,779	Low
M3	2,011	Asia	Red	Electric	Manual	4.4	70,217	70,019	4,869	Low
3 Series	2,018	Middle East	White	Hybrid	Automatic	2.4	49,889	118,591	7,257	High
X5	2,023	Middle East	Red	Electric	Manual	3	150,262	44,211	9,041	High
X5	2,013	South America	Silver	Hybrid	Manual	2.9	184,708	38,209	6,298	Low
5 Series	2,010	Africa	Grey	Diesel	Manual	4.5	188,509	52,764	5,579	Low
X6	2,022	South America	Blue	Petrol	Manual	4.2	51,391	35,542	6,524	Low
X5	2,013	South America	Blue	Diesel	Automatic	1.7	26,258	113,971	9,746	High
3 Series	2,012	Asia	Silver	Diesel	Automatic	1.7	122,625	37,385	6,033	Low
X5	2,021	Africa	White	Diesel	Automatic	3.4	30,417	49,084	9,652	High
i8	2,015	Asia	White	Diesel	Automatic	3	30,541	81,253	8,746	High
i3	2,016	Africa	Red	Hybrid	Automatic	2.5	107,972	57,020	7,543	High
i3	2,017	South America	Black	Electric	Manual	4.3	93,241	68,740	846	Low
3 Series	2,011	Europe	Red	Diesel	Automatic	2	4,753	106,110	8,850	High
i3	2,015	North America	Silver	Electric	Automatic	4.9	44,274	75,854	6,670	Low
M5	2,024	Middle East	Blue	Diesel	Automatic	1.6	2,710	89,908	7,963	High
i3	2,015	Africa	Black	Hybrid	Automatic	1.9	70,961	110,212	2,008	Low
i3	2,019	North America	Grey	Diesel	Manual	2.6	67,203	103,044	7,898	High
M3	2,021	South America	Silver	Petrol	Manual	3.3	10,849	114,232	4,553	Low
X1	2,014	South America	Red	Petrol	Manual	2.3	38,923	97,579	3,272	Low
5 Series	2,019	Middle East	Grey	Petrol	Automatic	4.1	25,884	80,220	6,261	Low
3 Series	2,019	Africa	Blue	Electric	Manual	2.8	78,085	43,704	3,334	Low
X5	2,016	Asia	Blue	Hybrid	Automatic	1.6	155,543	44,472	4,228	Low
3 Series	2,012	Middle East	White	Electric	Manual	4.6	45,653	91,645	9,668	High
X5	2,013	Middle East	White	Petrol	Manual	4.8	176,890	32,069	3,225	Low
7 Series	2,019	North America	Grey	Electric	Manual	3.7	157,727	31,975	809	Low
X1	2,022	Europe	Red	Electric	Manual	4.3	170,072	37,673	5,008	Low
3 Series	2,018	Europe	Red	Diesel	Automatic	1.9	187,772	42,803	902	Low
X1	2,013	Middle East	Blue	Electric	Manual	2.4	83,892	43,226	1,134	Low
i3	2,012	South America	Grey	Diesel	Manual	2.6	195,353	101,325	8,178	High
5 Series	2,023	Africa	White	Petrol	Manual	4.9	142,042	41,876	2,782	Low
M3	2,011	Africa	Red	Electric	Manual	3.3	37,574	119,244	1,732	Low
X3	2,014	Middle East	Grey	Petrol	Manual	1.5	98,850	31,167	1,345	Low
M3	2,013	Middle East	Blue	Petrol	Automatic	2.8	156,186	95,550	9,397	High
X3	2,022	Europe	Red	Hybrid	Manual	1.5	145,287	85,625	7,960	High
i3	2,022	South America	Grey	Hybrid	Manual	2.3	36,002	66,539	1,122	Low
X3	2,017	South America	Blue	Hybrid	Automatic	3.1	94,225	84,381	1,630	Low
X3	2,016	Europe	Grey	Petrol	Manual	2.6	30,614	113,872	3,689	Low
3 Series	2,015	North America	Silver	Electric	Automatic	1.6	12,637	104,183	7,210	High
5 Series	2,020	Middle East	White	Petrol	Manual	1.9	182,799	61,272	1,100	Low
M3	2,021	North America	White	Hybrid	Manual	3.4	36,156	47,243	2,745	Low
M3	2,011	South America	Red	Diesel	Automatic	3.9	100,728	89,340	7,620	High
M5	2,012	Asia	White	Electric	Automatic	2.9	151,933	117,800	9,466	High
M3	2,019	North America	Blue	Electric	Automatic	4.1	753	119,587	8,531	High
M3	2,018	Europe	White	Petrol	Automatic	2.1	52,001	46,716	6,175	Low
M3	2,022	Asia	Red	Hybrid	Manual	1.9	132,224	70,122	9,700	High
M5	2,018	North America	Silver	Diesel	Automatic	4.4	120,904	115,280	8,469	High
5 Series	2,024	Africa	Silver	Hybrid	Manual	2.7	67,051	91,653	5,170	Low
7 Series	2,014	Africa	Blue	Hybrid	Manual	3	135,807	39,486	8,255	High
3 Series	2,023	North America	Silver	Electric	Automatic	4.8	134,457	81,669	8,366	High
i3	2,012	Asia	Blue	Hybrid	Manual	3	97,811	70,109	9,228	High
i8	2,011	South America	Grey	Hybrid	Manual	1.5	124,396	100,091	8,790	High
X5	2,017	North America	Blue	Hybrid	Automatic	4.8	178,896	110,344	6,158	Low
M5	2,024	North America	Blue	Diesel	Automatic	1.5	139,435	118,281	1,645	Low
i8	2,015	Europe	Grey	Diesel	Automatic	3.8	108,425	94,856	5,411	Low
X5	2,019	South America	Red	Electric	Automatic	2.6	12,589	40,140	5,469	Low
X6	2,020	Europe	White	Petrol	Automatic	3.1	101,226	75,533	5,288	Low
X5	2,021	North America	Silver	Electric	Automatic	3.4	78,844	51,972	684	Low
X6	2,016	Europe	White	Diesel	Automatic	2.9	179,581	110,726	5,852	Low
X5	2,010	North America	White	Petrol	Automatic	4.2	36,199	39,993	5,185	Low
7 Series	2,010	North America	Blue	Diesel	Manual	4.8	158,392	70,734	902	Low
X5	2,019	South America	Silver	Electric	Manual	1.8	175,467	87,729	1,905	Low
M5	2,011	Asia	White	Hybrid	Automatic	4.3	139,535	108,630	2,744	Low
7 Series	2,019	Middle East	Silver	Petrol	Automatic	2	43,430	58,631	5,978	Low
X1	2,024	Asia	Blue	Diesel	Automatic	1.8	60,768	94,923	316	Low
X6	2,012	Middle East	White	Diesel	Manual	4.8	131,738	78,476	3,153	Low
X6	2,021	Middle East	Grey	Petrol	Manual	3.2	155,364	75,281	4,344	Low
X1	2,010	South America	Red	Petrol	Manual	2	177,023	63,071	5,007	Low
X1	2,023	Africa	Black	Electric	Automatic	3.5	164,719	83,559	737	Low
M5	2,014	Asia	Black	Electric	Automatic	2.4	13,007	30,209	1,920	Low
X3	2,024	North America	White	Electric	Manual	3.1	16,206	106,681	9,975	High
X6	2,024	Middle East	Silver	Diesel	Manual	3.7	56,911	96,184	8,821	High
X1	2,012	North America	Silver	Diesel	Automatic	4.5	191,004	86,293	9,464	High
i3	2,010	Middle East	Black	Diesel	Manual	1.5	162,727	37,610	105	Low

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