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
i8	2,024	Africa	White	Petrol	Automatic	3.5	187,428	76,261	4,267	Low
7 Series	2,023	Africa	Red	Electric	Manual	1.7	192,905	61,351	7,985	High
M3	2,021	North America	Silver	Petrol	Automatic	1.7	164,624	35,399	7,822	High
i8	2,020	North America	White	Electric	Automatic	4.3	188,209	36,495	4,455	Low
5 Series	2,017	South America	Silver	Electric	Manual	3.4	159,602	100,773	6,539	Low
X6	2,022	Europe	Silver	Diesel	Manual	3.5	83,216	81,144	1,614	Low
i8	2,013	Europe	Red	Diesel	Automatic	2.7	138,597	36,472	7,279	High
M3	2,023	North America	Red	Hybrid	Automatic	4.8	80,682	105,587	4,839	Low
i3	2,012	Middle East	Black	Electric	Automatic	4	34,713	71,637	138	Low
X1	2,022	North America	White	Hybrid	Manual	4.7	103,575	34,387	9,347	High
X3	2,010	North America	Red	Petrol	Automatic	1.8	154,049	77,362	8,622	High
5 Series	2,014	South America	Black	Petrol	Manual	3.5	22,817	39,180	7,415	High
i3	2,012	North America	Red	Petrol	Manual	3.7	120,031	114,614	7,623	High
X3	2,024	Africa	Red	Petrol	Automatic	1.9	175,856	107,864	6,774	Low
i3	2,013	North America	Grey	Hybrid	Manual	2.7	114,775	40,822	2,405	Low
3 Series	2,024	Africa	Grey	Electric	Manual	2.3	68,848	68,403	3,669	Low
M3	2,018	Middle East	Black	Electric	Manual	4.9	22,271	119,496	5,494	Low
X6	2,020	Europe	Blue	Diesel	Automatic	3.4	27,869	117,756	7,535	High
i8	2,023	North America	Grey	Electric	Automatic	2.6	117,197	53,733	4,130	Low
M3	2,016	Asia	Grey	Hybrid	Automatic	3.8	147,769	32,392	6,444	Low
X1	2,020	Africa	Red	Hybrid	Manual	3.8	105,595	48,842	4,431	Low
X5	2,014	South America	Silver	Hybrid	Automatic	2.7	14,165	55,153	8,420	High
M3	2,017	South America	White	Diesel	Manual	5	65,917	59,480	6,777	Low
X5	2,015	South America	Red	Electric	Manual	4.3	152,831	115,089	9,904	High
X6	2,019	Africa	Grey	Diesel	Automatic	2.9	199,935	85,394	1,562	Low
i3	2,011	Middle East	Blue	Electric	Automatic	3.8	123,996	41,845	8,306	High
i3	2,016	Asia	Blue	Hybrid	Manual	4	126,451	97,372	951	Low
M5	2,010	Europe	White	Electric	Manual	2.1	143,857	38,025	8,394	High
i3	2,012	Asia	Blue	Electric	Automatic	4.6	2,131	77,478	7,451	High
X6	2,021	Asia	Red	Hybrid	Automatic	4.4	121,615	97,369	347	Low
i8	2,010	Asia	Red	Diesel	Automatic	4.1	118,671	109,892	166	Low
M5	2,023	South America	Grey	Diesel	Automatic	2.3	35,457	77,635	8,185	High
5 Series	2,024	Europe	Silver	Diesel	Automatic	2	85,207	41,325	7,680	High
X1	2,010	North America	Silver	Petrol	Manual	2.1	155,599	76,525	9,943	High
7 Series	2,024	Europe	Grey	Hybrid	Automatic	1.8	40,577	31,980	4,339	Low
i8	2,014	Africa	Blue	Hybrid	Automatic	4.8	124,713	59,216	5,508	Low
i3	2,015	North America	Silver	Hybrid	Manual	4.5	198,394	76,488	945	Low
X5	2,021	Middle East	Blue	Electric	Manual	1.8	100,079	97,220	7,342	High
X6	2,012	South America	Red	Petrol	Automatic	3.9	139,267	48,978	7,257	High
7 Series	2,023	Europe	Black	Petrol	Automatic	2.4	92,681	84,975	1,369	Low
X1	2,012	North America	Silver	Diesel	Manual	1.6	126,578	43,129	9,716	High
X5	2,012	Middle East	Grey	Petrol	Manual	2.5	76,566	111,325	1,582	Low
M5	2,010	Europe	Grey	Diesel	Automatic	3	62,359	73,920	1,031	Low
X1	2,014	South America	Silver	Petrol	Automatic	1.6	3,145	45,907	5,005	Low
M3	2,010	Europe	Black	Hybrid	Automatic	2.6	47,582	58,968	1,211	Low
X1	2,019	Europe	White	Diesel	Automatic	4	62,267	52,941	6,103	Low
M5	2,019	Africa	Blue	Electric	Automatic	2.3	129,934	104,905	7,415	High
X5	2,012	Africa	Grey	Electric	Manual	3.2	198,426	68,916	9,073	High
X3	2,022	Middle East	Red	Diesel	Automatic	4.6	156,251	78,267	2,919	Low
i3	2,015	Asia	White	Electric	Manual	1.6	173,830	77,072	1,672	Low
X3	2,020	Middle East	White	Petrol	Manual	4.2	76,838	72,454	3,986	Low
M5	2,015	North America	Red	Electric	Automatic	2.8	79,045	54,730	6,170	Low
i8	2,012	South America	Grey	Electric	Automatic	3.4	133,922	60,734	1,514	Low
X1	2,018	Middle East	Black	Hybrid	Manual	2.3	9,615	81,280	2,731	Low
3 Series	2,017	Africa	Red	Hybrid	Manual	3.5	168,601	67,219	3,113	Low
X5	2,020	Middle East	White	Hybrid	Manual	4.1	51,523	106,107	9,634	High
M3	2,012	Africa	Silver	Petrol	Automatic	2.2	82,876	39,261	3,035	Low
5 Series	2,014	South America	Silver	Hybrid	Manual	2.7	37,224	66,272	8,483	High
i8	2,014	Middle East	Grey	Petrol	Automatic	3.5	136,089	32,795	2,833	Low
X3	2,024	Asia	Silver	Hybrid	Automatic	3	162,316	76,624	7,992	High
X6	2,023	Asia	White	Diesel	Manual	2.5	51,498	85,405	5,274	Low
X5	2,014	South America	White	Petrol	Manual	3.1	106,612	97,033	4,344	Low
M3	2,012	South America	Black	Electric	Automatic	2.5	115,569	81,812	4,817	Low
7 Series	2,014	Asia	Silver	Hybrid	Manual	2.6	124,826	104,090	9,265	High
M3	2,014	Europe	Blue	Hybrid	Automatic	3.6	50,699	88,000	7,915	High
5 Series	2,013	Africa	Grey	Petrol	Automatic	3.2	61,087	96,808	9,512	High
X6	2,013	Asia	Blue	Diesel	Manual	3.9	655	89,868	3,748	Low
i3	2,011	Middle East	Blue	Diesel	Automatic	4.4	90,033	103,642	4,261	Low
M3	2,018	South America	Black	Petrol	Manual	4.8	88,981	32,970	820	Low
M5	2,024	Middle East	Silver	Electric	Manual	2	68,063	47,606	9,826	High
X3	2,016	South America	Blue	Hybrid	Automatic	3.7	154,202	94,471	9,090	High
M3	2,010	South America	Black	Petrol	Automatic	3.5	11,601	100,748	1,314	Low
5 Series	2,014	Africa	Red	Petrol	Automatic	4.5	167,592	34,615	8,750	High
i3	2,011	Middle East	Black	Diesel	Automatic	4.6	83,189	97,557	4,174	Low
X1	2,019	Middle East	Silver	Diesel	Automatic	4.2	90,414	115,063	9,006	High
7 Series	2,015	Middle East	Silver	Hybrid	Manual	3.6	173,706	41,791	8,798	High
5 Series	2,016	Middle East	Blue	Petrol	Manual	2.2	85,367	109,619	1,982	Low
3 Series	2,021	North America	Silver	Diesel	Manual	2.5	163,826	110,883	1,563	Low
5 Series	2,011	Asia	Blue	Hybrid	Automatic	3.6	20,838	94,919	9,492	High
5 Series	2,020	Africa	Grey	Petrol	Manual	2	29,427	45,013	3,540	Low
i8	2,015	Middle East	Blue	Hybrid	Manual	2.1	139,014	50,801	2,216	Low
i3	2,024	North America	Silver	Hybrid	Manual	4.7	95,806	117,810	5,970	Low
M3	2,022	Africa	White	Electric	Manual	4.8	147,182	90,424	8,011	High
X6	2,012	Africa	Grey	Hybrid	Automatic	1.5	125,379	74,192	5,312	Low
5 Series	2,018	North America	Black	Petrol	Automatic	4.5	34,576	65,485	8,456	High
M5	2,024	North America	Silver	Petrol	Manual	4.8	187,122	86,754	2,957	Low
X6	2,013	Europe	Silver	Petrol	Manual	3.3	62,104	73,103	2,156	Low
i3	2,012	Europe	Grey	Diesel	Manual	3.1	86,393	60,581	7,530	High
i8	2,022	South America	Black	Diesel	Manual	4.7	68,666	102,082	4,516	Low
X3	2,020	Europe	Blue	Electric	Manual	1.5	14,372	108,403	2,393	Low
X6	2,012	Middle East	Grey	Petrol	Manual	4.4	52,809	81,858	6,934	Low
i8	2,011	North America	Grey	Electric	Automatic	2.5	177,845	44,462	7,486	High
i8	2,021	Europe	Black	Diesel	Manual	3.7	164,323	50,926	1,763	Low
X5	2,018	Middle East	Black	Electric	Automatic	2.6	26,731	95,822	8,223	High
3 Series	2,017	South America	Blue	Electric	Manual	3.3	71,790	94,234	4,932	Low
X6	2,014	Asia	Grey	Petrol	Automatic	4.3	159,695	55,211	6,813	Low
i8	2,023	North America	White	Electric	Manual	2.1	106,233	110,395	9,690	High
7 Series	2,023	North America	Blue	Hybrid	Manual	3.8	199,179	103,538	5,808	Low
X5	2,022	Asia	Black	Hybrid	Automatic	4.6	125,328	54,703	6,632	Low
7 Series	2,018	Africa	Black	Hybrid	Manual	4.7	38,664	36,186	8,070	High

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