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
i3	2,016	Europe	Grey	Diesel	Automatic	2.1	45,186	76,581	756	Low
X6	2,015	Europe	Red	Hybrid	Manual	4.1	141,442	75,717	5,688	Low
M5	2,024	Middle East	Red	Electric	Manual	3	167,510	73,192	7,609	High
X5	2,024	Asia	Red	Hybrid	Manual	3.4	61,124	51,776	7,949	High
M5	2,011	Africa	Grey	Diesel	Automatic	4.2	13,121	110,020	2,316	Low
X5	2,017	Middle East	Black	Hybrid	Automatic	2.7	198,843	53,309	322	Low
i3	2,020	Middle East	White	Diesel	Automatic	4.1	106,917	100,775	8,815	High
M3	2,013	Africa	Black	Hybrid	Automatic	3	162,275	87,410	5,032	Low
5 Series	2,017	North America	Black	Petrol	Manual	2.8	44,156	37,662	8,268	High
i8	2,024	North America	Red	Hybrid	Manual	2.7	1,665	63,371	7,034	High
5 Series	2,016	North America	Silver	Hybrid	Manual	4.9	198,770	86,402	8,507	High
X5	2,014	Europe	White	Electric	Manual	4.2	20,942	57,442	3,235	Low
3 Series	2,019	North America	Grey	Diesel	Manual	1.6	38,721	67,896	7,992	High
X6	2,019	Africa	White	Hybrid	Automatic	4.9	69,731	46,158	4,579	Low
3 Series	2,021	South America	White	Diesel	Manual	4.2	140,763	114,858	9,034	High
X5	2,017	North America	Blue	Hybrid	Automatic	2	139,981	81,051	9,745	High
3 Series	2,023	North America	Blue	Petrol	Automatic	1.8	192,267	72,669	1,765	Low
i8	2,018	Middle East	Blue	Petrol	Manual	2.6	117,789	86,607	5,617	Low
M3	2,014	North America	Red	Electric	Automatic	3.7	26,594	105,285	5,268	Low
7 Series	2,019	Middle East	Red	Petrol	Automatic	3.7	131,975	35,333	1,784	Low
i8	2,014	South America	Red	Hybrid	Automatic	2.5	141,919	117,779	2,053	Low
X5	2,011	South America	Red	Hybrid	Automatic	3.1	115,453	93,333	7,575	High
3 Series	2,014	Asia	Silver	Electric	Manual	2.2	132,883	99,800	8,269	High
i8	2,012	Africa	Grey	Hybrid	Automatic	1.7	92,402	86,565	7,622	High
M3	2,016	Africa	Red	Hybrid	Manual	3.3	69,710	88,043	2,295	Low
M3	2,019	North America	Black	Petrol	Automatic	2.7	24,766	61,244	2,273	Low
X3	2,014	Asia	Blue	Hybrid	Automatic	3.4	119,629	61,991	8,585	High
i3	2,017	Europe	Grey	Diesel	Automatic	4.8	143,001	91,816	5,420	Low
i3	2,010	Europe	Black	Electric	Automatic	2	184,216	113,855	9,107	High
i3	2,012	Asia	Grey	Hybrid	Automatic	1.5	824	79,212	1,630	Low
X6	2,012	Asia	White	Petrol	Automatic	1.8	177,874	42,368	7,963	High
5 Series	2,018	North America	Blue	Hybrid	Manual	3.1	108,051	44,131	4,802	Low
i3	2,014	North America	Blue	Electric	Manual	4	62,966	114,420	1,484	Low
X3	2,021	Europe	Blue	Diesel	Manual	3.5	168,050	78,620	364	Low
i8	2,018	Europe	Red	Electric	Manual	3.2	105,464	93,493	5,872	Low
M5	2,022	Europe	Red	Hybrid	Manual	2.7	133,599	105,667	2,633	Low
5 Series	2,018	Asia	Red	Electric	Automatic	2.6	151,318	51,424	5,379	Low
X6	2,010	Europe	Grey	Electric	Automatic	2.8	158,655	108,585	1,143	Low
X6	2,011	Africa	Blue	Petrol	Automatic	3.6	87,565	44,678	6,582	Low
3 Series	2,014	Asia	Grey	Electric	Manual	2.1	79,957	34,920	7,934	High
M5	2,013	South America	Silver	Petrol	Manual	4.2	197,341	79,287	8,410	High
5 Series	2,024	South America	Grey	Petrol	Automatic	3.5	155,227	68,131	2,990	Low
X3	2,019	South America	Blue	Petrol	Manual	2.4	196,091	117,984	6,251	Low
7 Series	2,018	South America	Silver	Electric	Automatic	3.3	32,551	116,746	4,524	Low
M3	2,016	South America	Silver	Hybrid	Manual	4.9	17,592	61,143	5,962	Low
i8	2,015	South America	Grey	Petrol	Automatic	1.6	181,789	60,494	264	Low
M5	2,016	North America	Blue	Electric	Manual	2.2	102,130	99,702	5,462	Low
5 Series	2,010	Asia	White	Petrol	Manual	3.1	76,674	55,699	1,271	Low
M5	2,010	North America	Blue	Petrol	Manual	3.7	41,719	63,169	5,218	Low
X5	2,017	Africa	Blue	Hybrid	Automatic	2.2	93,410	119,523	8,660	High
M3	2,022	North America	Black	Electric	Manual	4.8	77,763	44,059	7,149	High
X5	2,022	Africa	White	Electric	Automatic	3.7	21,857	72,077	630	Low
X6	2,011	South America	Blue	Hybrid	Automatic	4.6	14,668	95,498	4,857	Low
M5	2,021	North America	White	Diesel	Manual	2.7	6,721	104,441	275	Low
X3	2,019	South America	Grey	Diesel	Automatic	4.4	146,083	56,071	4,475	Low
i8	2,020	North America	White	Diesel	Automatic	2.8	106,141	41,298	9,981	High
3 Series	2,018	Africa	Red	Petrol	Automatic	2.4	125,391	84,045	5,618	Low
3 Series	2,016	Middle East	Red	Electric	Automatic	4.7	170,421	67,041	2,647	Low
X6	2,015	Asia	White	Diesel	Automatic	1.8	26,527	56,696	2,242	Low
7 Series	2,010	Europe	White	Hybrid	Automatic	4.8	110,286	99,583	3,875	Low
X5	2,010	Asia	Red	Hybrid	Manual	3.1	8,110	36,241	7,914	High
X5	2,011	Europe	Silver	Hybrid	Manual	5	130,914	107,248	9,022	High
7 Series	2,015	Middle East	Grey	Hybrid	Manual	3.4	187,728	93,492	4,249	Low
X5	2,023	South America	Black	Electric	Manual	4.2	186,065	95,460	5,213	Low
i3	2,015	Europe	Black	Electric	Automatic	1.5	183,967	80,980	6,760	Low
i3	2,011	Asia	Black	Hybrid	Automatic	3.2	63,503	67,899	7,757	High
3 Series	2,010	Asia	White	Diesel	Manual	4.1	120,640	118,698	8,512	High
7 Series	2,019	Africa	Grey	Hybrid	Automatic	4.2	147,597	61,565	3,694	Low
M3	2,014	Middle East	Blue	Petrol	Manual	2.1	172,097	69,608	2,304	Low
7 Series	2,014	Africa	Red	Petrol	Automatic	3	193,221	42,059	148	Low
X1	2,011	Europe	Red	Hybrid	Automatic	3	138,201	46,170	7,054	High
X6	2,015	South America	Blue	Electric	Automatic	1.9	186,294	43,639	7,109	High
M3	2,018	South America	Red	Petrol	Manual	3.1	119,339	115,229	2,805	Low
X6	2,011	North America	White	Hybrid	Manual	4.3	64,599	82,560	412	Low
M5	2,019	North America	White	Diesel	Automatic	2.6	145,593	69,172	5,396	Low
X3	2,011	Africa	Silver	Hybrid	Automatic	3	65,574	109,168	373	Low
i8	2,012	South America	Grey	Diesel	Manual	4.9	130,353	97,020	4,174	Low
5 Series	2,022	Europe	Blue	Hybrid	Automatic	1.6	151,978	107,141	1,286	Low
5 Series	2,016	Europe	Black	Hybrid	Automatic	3.6	36,382	116,588	3,524	Low
X1	2,015	Asia	Red	Hybrid	Manual	4.1	73,791	106,354	3,253	Low
X1	2,021	Asia	Black	Electric	Manual	4.2	194,552	91,493	1,152	Low
i8	2,017	North America	Grey	Diesel	Manual	4	75,009	85,610	4,772	Low
i8	2,024	Europe	White	Petrol	Manual	4	164,138	34,040	9,429	High
X6	2,017	North America	Black	Petrol	Automatic	1.7	12,031	31,459	9,332	High
X5	2,015	Europe	Red	Petrol	Manual	3.4	87,591	90,402	1,606	Low
7 Series	2,021	North America	White	Electric	Automatic	4.2	14,393	118,413	1,979	Low
X3	2,020	Europe	Black	Hybrid	Automatic	1.8	95,059	54,035	9,818	High
X1	2,019	Africa	Silver	Diesel	Automatic	1.5	195,696	97,489	2,184	Low
i8	2,012	Asia	White	Hybrid	Manual	4.4	6,229	81,938	8,603	High
X3	2,012	Middle East	Blue	Electric	Automatic	4	112,908	77,259	8,604	High
3 Series	2,024	Middle East	Blue	Hybrid	Manual	2.9	199,167	118,633	4,949	Low
X3	2,010	North America	Red	Diesel	Manual	4.8	129,146	102,462	1,459	Low
X6	2,016	South America	Red	Hybrid	Manual	4.2	110,035	116,290	6,708	Low
3 Series	2,014	Asia	Silver	Hybrid	Automatic	4.9	107,627	40,527	6,602	Low
X6	2,013	Africa	Silver	Diesel	Manual	4.8	7,926	50,439	2,917	Low
i8	2,019	Africa	Grey	Electric	Manual	3.2	107,742	119,561	7,896	High
X3	2,024	South America	White	Hybrid	Manual	4.1	25,494	54,678	8,020	High
X3	2,013	Asia	Grey	Hybrid	Automatic	3.8	50,585	84,735	6,786	Low
M3	2,023	North America	Red	Petrol	Manual	4.3	131,818	115,377	7,246	High
M3	2,013	Europe	White	Electric	Automatic	4.3	183,540	44,647	8,915	High

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