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	2,022	North America	Silver	Electric	Manual	3.2	143,157	98,455	5,188	Low
X5	2,016	Africa	Black	Hybrid	Automatic	2.9	113,725	106,776	9,525	High
i8	2,020	North America	White	Electric	Manual	2.6	99,086	110,420	1,717	Low
X5	2,018	Asia	Grey	Electric	Manual	4.2	48,525	54,952	6,539	Low
X1	2,014	South America	White	Diesel	Manual	1.7	67,382	110,147	2,096	Low
3 Series	2,022	Europe	Silver	Diesel	Manual	3.8	63,580	107,629	7,489	High
7 Series	2,011	North America	White	Petrol	Automatic	4.4	186,257	111,367	5,838	Low
X5	2,016	North America	Black	Electric	Automatic	4.7	136,217	52,167	665	Low
X1	2,019	Asia	Silver	Hybrid	Manual	4.1	31,790	41,579	5,017	Low
M3	2,010	Middle East	Red	Diesel	Automatic	2.5	58,072	40,662	3,898	Low
X5	2,016	South America	White	Petrol	Manual	3.6	50,087	55,054	7,702	High
X5	2,015	South America	Grey	Electric	Manual	2	51,626	83,234	7,925	High
7 Series	2,016	South America	White	Petrol	Manual	1.9	159,168	47,200	1,344	Low
i3	2,023	Middle East	Grey	Hybrid	Automatic	3.7	188,162	41,984	6,583	Low
7 Series	2,022	Africa	Grey	Hybrid	Automatic	4.5	14,610	47,176	9,697	High
X3	2,019	North America	Silver	Hybrid	Manual	1.7	113,034	76,092	8,788	High
M5	2,012	Middle East	Red	Petrol	Automatic	1.9	17,279	83,458	8,297	High
M3	2,024	Europe	Blue	Hybrid	Automatic	3.5	8,562	56,048	2,454	Low
i3	2,012	Middle East	Black	Petrol	Automatic	2.3	128,180	47,588	5,165	Low
X3	2,016	South America	Grey	Hybrid	Automatic	3.6	4,077	45,456	7,469	High
X3	2,022	Europe	Blue	Diesel	Automatic	2.3	47,954	97,725	4,322	Low
i8	2,011	North America	Blue	Petrol	Automatic	1.9	60,203	110,462	5,290	Low
5 Series	2,010	South America	Silver	Petrol	Manual	3.4	84,402	30,235	6,549	Low
X6	2,018	Middle East	Silver	Petrol	Manual	4.5	196,639	90,911	4,626	Low
M5	2,018	Africa	Grey	Petrol	Automatic	3.9	810	81,592	6,089	Low
3 Series	2,016	North America	Grey	Diesel	Manual	4.4	82,437	97,904	2,877	Low
X5	2,016	North America	Silver	Petrol	Automatic	2.4	169,117	79,642	2,916	Low
3 Series	2,012	South America	Red	Diesel	Manual	4.6	80,457	110,436	4,987	Low
7 Series	2,019	North America	Black	Hybrid	Automatic	2.8	29,341	107,086	1,560	Low
X6	2,024	North America	Black	Electric	Manual	4.5	125,000	94,393	4,376	Low
7 Series	2,011	South America	Black	Diesel	Manual	3.1	103,557	113,207	9,251	High
X5	2,020	Asia	White	Electric	Automatic	2.4	48,876	94,807	5,030	Low
X5	2,016	South America	Grey	Electric	Automatic	2.4	126,277	61,405	6,457	Low
3 Series	2,018	Asia	White	Electric	Manual	3.5	9,939	86,119	5,645	Low
3 Series	2,010	Europe	Silver	Petrol	Manual	1.8	7,553	47,444	8,336	High
X3	2,022	Asia	Silver	Hybrid	Automatic	4.8	27,137	83,785	1,387	Low
M3	2,023	Europe	Black	Diesel	Manual	2.5	68,617	58,336	8,758	High
7 Series	2,013	South America	Black	Electric	Manual	2.7	50,236	64,295	3,602	Low
M5	2,015	Middle East	Silver	Hybrid	Automatic	2.3	74,240	36,225	7,386	High
5 Series	2,016	Middle East	White	Electric	Manual	1.5	18,721	30,392	4,762	Low
i3	2,019	Middle East	Black	Diesel	Manual	3.9	176,878	55,224	6,033	Low
X6	2,016	South America	White	Petrol	Automatic	3.6	12,020	93,528	5,850	Low
i3	2,019	Middle East	Black	Electric	Manual	4.3	915	91,294	9,582	High
X5	2,011	Middle East	White	Electric	Manual	1.6	74,975	38,618	7,688	High
i3	2,023	Africa	Red	Petrol	Manual	4.8	5,687	79,518	4,509	Low
X1	2,013	Africa	Grey	Hybrid	Automatic	2.7	180,240	100,463	826	Low
i8	2,014	Africa	Black	Electric	Automatic	4.7	118,438	31,154	9,657	High
X3	2,023	South America	Blue	Petrol	Automatic	1.9	132,565	58,682	8,310	High
7 Series	2,021	Asia	Grey	Petrol	Automatic	4.1	32,900	78,559	8,231	High
7 Series	2,010	South America	Red	Hybrid	Automatic	3.5	142,144	90,993	5,780	Low
X1	2,010	South America	White	Petrol	Manual	2.8	117,470	53,304	9,918	High
i8	2,019	Europe	Silver	Petrol	Automatic	1.8	91,153	112,668	8,126	High
M5	2,012	Asia	White	Diesel	Automatic	3.6	88,132	109,999	5,994	Low
7 Series	2,024	South America	Black	Electric	Manual	1.6	139,325	95,235	7,713	High
M5	2,024	South America	White	Petrol	Manual	3.3	130,904	46,344	9,445	High
M5	2,019	Europe	Blue	Hybrid	Automatic	3.6	21,830	102,313	8,343	High
X3	2,012	Asia	Grey	Hybrid	Manual	4.1	166,285	106,565	5,855	Low
X6	2,021	Europe	Grey	Diesel	Automatic	5	15,238	63,812	6,520	Low
7 Series	2,017	Africa	Black	Diesel	Manual	2.4	154,717	107,891	4,682	Low
M5	2,018	Asia	White	Diesel	Automatic	2.6	53,648	81,244	8,639	High
X6	2,024	Europe	Red	Diesel	Automatic	2.7	192,995	70,511	9,671	High
X1	2,023	Middle East	Silver	Petrol	Manual	4.1	123,710	102,802	8,252	High
7 Series	2,020	Middle East	White	Diesel	Automatic	4.8	163,723	52,726	5,317	Low
X1	2,021	South America	Black	Electric	Manual	4.9	93,841	89,717	3,897	Low
X6	2,010	Europe	Red	Hybrid	Manual	4.8	187,542	58,808	1,996	Low
X6	2,023	Africa	Blue	Petrol	Automatic	4.6	67,096	55,205	1,300	Low
5 Series	2,020	Africa	Red	Diesel	Manual	5	40,747	110,109	1,393	Low
i3	2,011	Middle East	Silver	Petrol	Manual	2.8	188,003	107,261	5,671	Low
i3	2,019	Middle East	Black	Petrol	Manual	4.8	74,644	89,914	6,726	Low
5 Series	2,011	South America	Grey	Electric	Automatic	4.2	188,015	50,509	3,807	Low
i8	2,024	North America	Blue	Petrol	Manual	2.1	36,845	114,312	6,759	Low
X6	2,013	Africa	White	Electric	Automatic	1.7	140,060	67,692	4,987	Low
M5	2,011	North America	White	Hybrid	Manual	2.3	110,139	74,903	6,875	Low
X5	2,016	Africa	White	Hybrid	Automatic	4.2	171,911	53,563	9,163	High
X6	2,022	South America	Black	Diesel	Automatic	3.7	28,789	96,230	9,079	High
M3	2,024	North America	Grey	Petrol	Automatic	2.3	113,156	118,413	8,157	High
M3	2,018	Middle East	Black	Electric	Manual	4.1	33,473	68,764	1,689	Low
i8	2,016	Europe	Black	Hybrid	Manual	2	188,595	76,809	9,477	High
i3	2,021	Europe	Blue	Electric	Manual	4.4	67,990	73,083	9,850	High
X5	2,015	Africa	Black	Electric	Manual	4.3	192,897	89,130	6,834	Low
X5	2,024	North America	Black	Hybrid	Automatic	4.9	197,845	92,188	9,899	High
M5	2,019	Africa	White	Petrol	Automatic	2	176,980	49,241	9,127	High
3 Series	2,010	Middle East	Black	Electric	Automatic	4.7	88,171	48,951	2,952	Low
5 Series	2,020	Middle East	Silver	Petrol	Manual	2.7	181,883	75,133	8,577	High
X5	2,019	Middle East	Red	Diesel	Automatic	3	79,280	109,484	5,937	Low
M3	2,018	Middle East	Red	Electric	Automatic	3.1	138,704	56,028	1,276	Low
X6	2,014	Africa	White	Petrol	Automatic	3.7	170,151	102,368	8,208	High
i3	2,020	South America	Silver	Diesel	Manual	5	160,956	99,574	1,781	Low
X1	2,014	Africa	Blue	Diesel	Manual	3.6	59,166	116,865	6,047	Low
7 Series	2,015	South America	Black	Hybrid	Manual	4.7	172,120	55,066	8,829	High
X6	2,018	Middle East	Blue	Electric	Manual	2.4	20,504	59,707	3,606	Low
X1	2,022	South America	Black	Electric	Manual	2.9	146,385	64,044	8,088	High
X6	2,017	Asia	Grey	Petrol	Manual	3.3	141,407	62,940	9,030	High
i3	2,017	North America	Red	Hybrid	Automatic	2.6	198,777	93,353	5,090	Low
M5	2,023	North America	Black	Petrol	Automatic	4.9	76,473	96,365	3,051	Low
7 Series	2,017	Middle East	White	Hybrid	Automatic	4	132,668	74,368	9,565	High
X1	2,010	South America	Blue	Electric	Manual	3.2	132,423	64,816	2,745	Low
5 Series	2,010	Africa	Silver	Diesel	Automatic	4.1	194,542	76,399	191	Low
i3	2,017	Europe	Black	Diesel	Automatic	3.1	187,759	107,774	7,151	High
X5	2,014	Africa	White	Petrol	Automatic	1.6	49,285	85,051	9,422	High

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