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
3 Series	2,011	Middle East	Red	Hybrid	Automatic	4	22,280	55,612	6,698	Low
M5	2,019	Europe	Black	Diesel	Manual	3.8	127,689	72,188	6,056	Low
i3	2,023	Africa	Grey	Hybrid	Manual	1.8	73,990	89,587	6,301	Low
M5	2,013	Asia	Red	Diesel	Automatic	3.5	17,838	46,231	8,734	High
X1	2,023	Middle East	Silver	Diesel	Manual	2	172,729	85,801	8,644	High
7 Series	2,024	North America	Grey	Electric	Manual	2.4	80,659	92,213	5,456	Low
7 Series	2,024	Africa	Blue	Diesel	Automatic	3.1	132,686	42,013	8,472	High
i8	2,017	Asia	Grey	Petrol	Automatic	1.9	146,940	50,942	5,940	Low
7 Series	2,023	Europe	Red	Electric	Manual	5	50,602	83,812	2,241	Low
7 Series	2,016	Africa	Grey	Petrol	Automatic	2.1	49,521	93,993	8,663	High
X3	2,021	Africa	Blue	Electric	Automatic	4.2	169,825	30,158	8,293	High
i8	2,018	Europe	Black	Petrol	Automatic	4.4	193,467	102,279	8,445	High
i3	2,023	North America	Silver	Electric	Manual	5	190,643	36,081	190	Low
7 Series	2,017	Middle East	Grey	Petrol	Automatic	3	112,754	93,431	7,462	High
M3	2,014	Middle East	Blue	Diesel	Manual	4.6	42,711	40,950	8,339	High
i8	2,022	South America	Grey	Diesel	Automatic	4.9	103,105	66,212	4,055	Low
5 Series	2,011	Europe	White	Petrol	Automatic	2.1	146,963	90,224	3,683	Low
3 Series	2,024	South America	Grey	Hybrid	Automatic	3.2	144,152	49,557	1,180	Low
X6	2,014	Europe	Blue	Diesel	Automatic	1.7	105,592	100,663	9,100	High
X5	2,017	South America	Grey	Petrol	Manual	3.7	31,779	83,059	6,844	Low
M5	2,019	Asia	Blue	Petrol	Manual	3.5	154,626	45,389	8,882	High
X6	2,018	North America	Red	Diesel	Automatic	2.2	162,862	36,520	2,914	Low
3 Series	2,021	Africa	Grey	Diesel	Manual	4.3	170,208	40,194	4,548	Low
5 Series	2,021	Asia	Blue	Electric	Manual	1.6	140,059	82,668	271	Low
X3	2,021	Middle East	Grey	Electric	Automatic	4.3	63,050	107,348	2,451	Low
7 Series	2,022	North America	Silver	Petrol	Automatic	1.6	123,623	52,099	4,212	Low
X5	2,018	Middle East	Black	Petrol	Manual	3.8	159,629	117,084	3,275	Low
M3	2,022	Asia	Blue	Diesel	Manual	1.8	189,688	38,811	7,337	High
X6	2,024	North America	White	Petrol	Manual	2.4	120,004	109,733	8,345	High
X3	2,022	Asia	Black	Diesel	Manual	4	160,878	53,997	2,162	Low
i8	2,010	North America	White	Electric	Automatic	2.5	75,457	101,282	8,396	High
5 Series	2,018	Middle East	Grey	Petrol	Automatic	3.3	45,371	87,345	1,299	Low
X5	2,016	Europe	Silver	Petrol	Automatic	4.7	182,118	64,095	3,880	Low
X6	2,018	Europe	Silver	Hybrid	Manual	1.7	10,316	117,764	5,637	Low
X5	2,017	South America	Red	Petrol	Automatic	4.3	169,491	40,275	8,394	High
X6	2,010	Africa	Silver	Petrol	Manual	1.7	176,650	33,796	5,935	Low
7 Series	2,021	South America	Blue	Petrol	Automatic	1.9	68,969	111,071	5,908	Low
X6	2,017	South America	Red	Hybrid	Manual	1.9	111,235	39,627	3,147	Low
M5	2,017	Asia	Blue	Diesel	Manual	5	51,891	103,316	1,732	Low
i3	2,024	South America	White	Hybrid	Automatic	2.1	197,241	106,619	719	Low
i3	2,020	South America	Grey	Hybrid	Automatic	4.6	47,754	36,666	1,460	Low
M5	2,012	Europe	Black	Electric	Manual	5	86,899	56,202	3,235	Low
M5	2,010	South America	White	Diesel	Manual	2.8	121,393	108,152	7,139	High
i3	2,017	North America	Silver	Hybrid	Manual	3.7	70,038	102,447	2,694	Low
X5	2,012	North America	White	Petrol	Automatic	4.2	172,752	85,983	3,403	Low
i3	2,012	Africa	Blue	Petrol	Automatic	2.9	93,629	99,958	8,216	High
3 Series	2,010	Asia	Black	Petrol	Manual	2.1	107,572	86,660	8,650	High
3 Series	2,020	North America	Silver	Hybrid	Automatic	3	158,046	78,509	8,070	High
X6	2,014	Middle East	Black	Electric	Automatic	4.2	3,374	84,798	169	Low
5 Series	2,019	South America	Red	Hybrid	Manual	4.2	132,625	88,464	6,353	Low
i3	2,016	North America	Black	Petrol	Manual	2.3	91,458	33,185	8,634	High
M5	2,019	Europe	Red	Hybrid	Automatic	2.1	252	66,606	1,684	Low
7 Series	2,018	Middle East	Black	Electric	Automatic	4.7	38,502	85,604	5,312	Low
M3	2,021	North America	Grey	Diesel	Manual	1.7	54,226	116,198	7,059	High
X1	2,016	Africa	Grey	Petrol	Manual	4.1	172,950	119,996	9,620	High
3 Series	2,018	Asia	White	Hybrid	Automatic	1.7	19,899	50,651	8,157	High
7 Series	2,017	Europe	White	Petrol	Manual	4.4	185,687	106,473	8,666	High
X1	2,021	Africa	Red	Hybrid	Automatic	4.7	190,652	41,920	2,600	Low
5 Series	2,011	Europe	Black	Diesel	Automatic	2.5	116,859	103,384	9,334	High
5 Series	2,010	Europe	Red	Petrol	Manual	1.8	194,101	34,120	1,344	Low
5 Series	2,016	Europe	Silver	Petrol	Manual	3.2	167,770	119,412	8,291	High
X3	2,016	South America	Blue	Diesel	Manual	2.5	143,519	34,749	7,553	High
M5	2,023	Asia	Red	Electric	Manual	3	130,509	94,884	9,645	High
3 Series	2,017	Europe	Grey	Petrol	Manual	3.8	89,365	86,684	9,474	High
X3	2,014	Middle East	Black	Petrol	Manual	2.2	80,167	60,899	8,000	High
5 Series	2,012	Asia	Red	Diesel	Automatic	2.7	124,260	39,501	6,584	Low
7 Series	2,021	Europe	Black	Diesel	Automatic	4.2	83,191	60,731	6,249	Low
i8	2,017	Middle East	Grey	Petrol	Manual	3.8	110,899	71,690	1,697	Low
i3	2,015	Middle East	Red	Diesel	Manual	2.6	67,021	58,894	6,072	Low
3 Series	2,020	South America	Black	Electric	Automatic	3.8	55,451	79,774	1,142	Low
7 Series	2,012	North America	Silver	Hybrid	Automatic	4.2	178,603	42,764	9,856	High
i3	2,010	Africa	Blue	Petrol	Manual	3.6	91,061	45,834	7,607	High
X3	2,012	North America	White	Diesel	Automatic	2.3	121,703	116,468	8,333	High
M5	2,014	Africa	Red	Petrol	Manual	1.5	88,800	59,448	3,877	Low
3 Series	2,024	Africa	Grey	Electric	Manual	4.3	69,653	113,482	4,956	Low
X5	2,023	South America	Black	Diesel	Manual	4.4	183,143	86,846	5,598	Low
X1	2,012	Europe	Silver	Electric	Manual	3.9	63,716	74,494	6,791	Low
i3	2,010	Africa	Blue	Diesel	Manual	1.8	120,482	101,137	968	Low
X1	2,014	South America	Blue	Hybrid	Automatic	3.5	148,268	109,617	8,217	High
3 Series	2,019	Africa	Silver	Electric	Manual	4.4	33,051	108,637	5,548	Low
M5	2,016	Asia	Silver	Diesel	Automatic	2.9	163,812	88,181	148	Low
3 Series	2,024	South America	Blue	Hybrid	Automatic	2.2	69,698	79,650	6,447	Low
X3	2,023	South America	White	Petrol	Automatic	3.6	156,141	51,627	6,673	Low
X5	2,016	North America	Silver	Hybrid	Automatic	4.4	118,309	99,967	8,127	High
X6	2,020	Europe	Silver	Diesel	Automatic	1.7	64,180	32,120	9,970	High
i3	2,018	Asia	Blue	Hybrid	Manual	3.6	198,246	91,547	9,832	High
X1	2,024	Asia	Grey	Hybrid	Automatic	3.8	198,285	102,818	3,880	Low
5 Series	2,024	Middle East	Grey	Petrol	Manual	3.6	120,789	49,279	9,951	High
5 Series	2,019	Middle East	Black	Petrol	Automatic	3.8	178,723	36,571	7,403	High
i8	2,019	Middle East	Silver	Diesel	Manual	3.7	124,371	96,066	8,537	High
X3	2,021	Europe	Blue	Hybrid	Manual	2	126,258	32,119	4,249	Low
7 Series	2,022	Middle East	Blue	Diesel	Automatic	2.3	126,953	57,691	271	Low
3 Series	2,012	South America	Blue	Petrol	Manual	3.7	78,678	96,429	6,974	Low
X1	2,024	Middle East	Grey	Electric	Manual	1.6	190,540	112,644	2,922	Low
X1	2,016	Africa	Red	Petrol	Automatic	3.7	70,187	49,010	3,433	Low
X5	2,010	Asia	White	Petrol	Automatic	3.8	35,565	39,793	6,620	Low
3 Series	2,013	South America	Black	Electric	Automatic	2.3	173,100	101,189	1,476	Low
3 Series	2,022	South America	Red	Electric	Automatic	3.6	68,978	107,968	4,129	Low
i3	2,013	Asia	Black	Petrol	Automatic	3.4	115,144	51,327	9,128	High
3 Series	2,023	Asia	Grey	Diesel	Manual	2.4	58,991	84,635	3,507	Low

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