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
M5	2,013	Asia	Black	Electric	Automatic	3.8	6,666	92,251	8,629	High
X5	2,014	South America	Silver	Hybrid	Manual	2.5	153,638	102,822	8,715	High
3 Series	2,012	South America	White	Hybrid	Manual	4	172,820	54,742	9,727	High
5 Series	2,013	Africa	White	Diesel	Manual	2.5	65,140	72,089	2,599	Low
i8	2,021	Asia	Black	Diesel	Manual	1.6	64,650	72,293	9,297	High
X5	2,017	Africa	Red	Electric	Manual	3.3	70,445	53,036	3,077	Low
X6	2,022	Europe	White	Electric	Automatic	3.2	132,510	80,095	9,701	High
X1	2,013	Asia	Red	Petrol	Automatic	4.2	151,114	108,152	4,197	Low
X1	2,018	Middle East	Blue	Petrol	Automatic	4.5	18,028	41,293	7,688	High
M5	2,018	Middle East	Red	Electric	Manual	2.7	188,498	83,060	8,963	High
7 Series	2,015	South America	Blue	Petrol	Automatic	3.1	105,951	38,527	9,976	High
5 Series	2,011	North America	Black	Petrol	Manual	3.1	37,081	85,646	4,554	Low
i8	2,021	North America	Red	Diesel	Manual	2.6	158,445	100,105	1,489	Low
M3	2,019	Europe	Black	Petrol	Automatic	4.1	47,076	99,466	5,304	Low
i8	2,020	North America	Black	Diesel	Automatic	3.3	95,402	76,759	9,390	High
X6	2,016	Africa	Black	Diesel	Automatic	4.7	166,772	90,703	1,815	Low
X3	2,018	Europe	White	Hybrid	Automatic	3.8	123,425	99,404	5,319	Low
M5	2,015	South America	Grey	Petrol	Automatic	2.2	27,919	110,099	7,436	High
X6	2,012	Europe	Blue	Petrol	Automatic	2.1	191,200	102,616	4,908	Low
7 Series	2,023	Europe	Black	Diesel	Automatic	2.8	141,539	32,399	5,605	Low
X1	2,024	Middle East	Grey	Electric	Manual	2.7	72,022	100,794	4,294	Low
X6	2,016	South America	White	Hybrid	Manual	2.9	181,046	79,767	7,285	High
X5	2,014	Asia	Black	Electric	Automatic	2.1	34,940	82,395	5,989	Low
i3	2,010	South America	Blue	Hybrid	Automatic	4.9	166,191	53,772	4,721	Low
M3	2,012	Africa	Blue	Diesel	Manual	2	120,808	47,569	6,132	Low
7 Series	2,014	North America	Black	Petrol	Manual	3.8	58,627	63,998	6,016	Low
7 Series	2,016	Middle East	Silver	Electric	Manual	1.5	50,235	46,086	2,003	Low
X6	2,012	Middle East	Grey	Diesel	Manual	2.9	2,514	38,737	6,242	Low
X5	2,015	Middle East	Grey	Hybrid	Manual	2.6	12,073	77,131	9,216	High
M3	2,014	Middle East	Red	Electric	Automatic	2.8	149,993	53,227	8,899	High
7 Series	2,022	South America	Blue	Hybrid	Automatic	3.2	84,533	79,717	814	Low
3 Series	2,010	Asia	Black	Hybrid	Automatic	3.6	76,467	45,898	1,363	Low
X6	2,019	Asia	Red	Petrol	Automatic	3.5	8,612	41,949	2,822	Low
i3	2,015	South America	Black	Petrol	Manual	3.7	2,925	55,557	5,127	Low
X3	2,023	Africa	Silver	Hybrid	Automatic	4.5	161,609	66,999	4,756	Low
M3	2,017	Asia	Blue	Hybrid	Manual	4.6	147,490	57,676	6,120	Low
X3	2,022	Africa	Black	Diesel	Manual	4.1	78,845	119,080	9,677	High
M3	2,022	Europe	Grey	Hybrid	Automatic	1.8	74,166	94,543	8,772	High
5 Series	2,010	South America	Grey	Petrol	Manual	4.9	171,160	80,560	7,274	High
i3	2,011	South America	Black	Diesel	Automatic	4.8	166,759	95,346	8,269	High
X5	2,023	Middle East	Grey	Electric	Manual	4	176,494	96,361	4,767	Low
5 Series	2,024	Europe	White	Electric	Automatic	3.3	110,957	101,032	6,994	Low
3 Series	2,013	Africa	Blue	Hybrid	Automatic	2.4	179,714	70,497	5,506	Low
i3	2,021	South America	Grey	Hybrid	Manual	4.1	5,140	92,982	856	Low
X5	2,011	Middle East	White	Petrol	Manual	4.6	57,312	37,001	8,569	High
M5	2,020	Middle East	White	Petrol	Automatic	3.8	145,062	58,378	4,656	Low
X5	2,018	Africa	Blue	Petrol	Manual	3.7	129,946	55,746	4,513	Low
M3	2,019	Africa	Black	Hybrid	Automatic	2.2	37,645	79,593	1,961	Low
M5	2,017	South America	Silver	Diesel	Automatic	2.8	150,819	84,379	5,517	Low
7 Series	2,017	North America	Blue	Electric	Manual	4	91,368	116,042	4,121	Low
X5	2,013	Africa	Black	Electric	Manual	1.6	64,151	61,780	8,917	High
7 Series	2,014	Asia	Blue	Petrol	Automatic	3.7	64,905	111,997	8,998	High
i8	2,013	Africa	Silver	Hybrid	Manual	4.2	46,174	93,495	6,783	Low
3 Series	2,022	Asia	Black	Petrol	Automatic	2.7	180,070	33,557	2,378	Low
M5	2,018	Europe	Red	Petrol	Automatic	1.8	131,566	105,745	4,834	Low
M3	2,022	North America	Silver	Diesel	Automatic	4.4	97,947	106,230	8,668	High
X6	2,011	North America	Blue	Electric	Manual	2	153,411	37,381	7,174	High
5 Series	2,022	Middle East	Grey	Diesel	Automatic	2.8	184,049	92,723	9,261	High
5 Series	2,020	Africa	Blue	Petrol	Manual	4	13,743	44,272	4,604	Low
i8	2,017	Middle East	Red	Diesel	Automatic	4.4	103,954	30,927	9,076	High
i8	2,011	South America	Blue	Diesel	Automatic	4.5	17,639	64,153	6,271	Low
X6	2,010	North America	Grey	Electric	Manual	3.4	138,639	31,000	7,090	High
i8	2,019	South America	White	Hybrid	Automatic	3.2	124,997	93,230	5,070	Low
7 Series	2,012	North America	Red	Diesel	Automatic	4.5	10,674	86,849	7,695	High
X1	2,018	Africa	Silver	Electric	Automatic	3.5	154,953	84,970	8,894	High
3 Series	2,021	South America	Black	Diesel	Manual	3.5	196,026	70,893	6,803	Low
i8	2,012	Asia	Red	Electric	Manual	3	197,391	65,022	1,478	Low
M5	2,018	North America	White	Electric	Automatic	2.8	109,313	30,127	3,807	Low
X6	2,016	Europe	Grey	Diesel	Automatic	3.2	122,567	58,555	8,823	High
7 Series	2,022	South America	Red	Electric	Automatic	2.8	43,686	119,052	5,671	Low
7 Series	2,019	Middle East	Blue	Hybrid	Automatic	2.7	97,092	119,751	147	Low
3 Series	2,010	Middle East	Silver	Hybrid	Automatic	5	51,421	40,790	4,785	Low
i3	2,019	Asia	Grey	Diesel	Automatic	2.7	165,895	48,781	6,620	Low
X1	2,014	Middle East	Silver	Electric	Automatic	2.4	46,172	30,712	6,111	Low
X6	2,018	Europe	Silver	Diesel	Manual	2.7	4,610	83,889	4,113	Low
3 Series	2,021	South America	Silver	Petrol	Automatic	3.6	32,588	95,802	3,798	Low
i8	2,024	South America	White	Diesel	Manual	4.7	130,842	38,182	7,280	High
X3	2,024	South America	Grey	Hybrid	Automatic	4.3	185,778	75,254	1,548	Low
X1	2,012	North America	Red	Diesel	Manual	4.4	107,964	84,838	2,514	Low
M3	2,018	Africa	Red	Hybrid	Automatic	4.5	150,311	49,351	4,873	Low
M3	2,014	Europe	Grey	Diesel	Manual	4.7	150,277	81,958	2,478	Low
X6	2,018	Asia	Black	Petrol	Manual	2.3	35,430	82,231	4,019	Low
5 Series	2,019	North America	Silver	Diesel	Manual	3.1	154,766	80,280	639	Low
3 Series	2,015	North America	Silver	Petrol	Manual	2.8	134,829	56,840	9,144	High
M3	2,018	North America	Red	Hybrid	Manual	2.8	54,650	67,809	492	Low
M3	2,016	Asia	Silver	Electric	Manual	3.8	174,183	102,644	4,445	Low
X3	2,016	North America	Red	Diesel	Automatic	2.9	116,858	55,855	6,909	Low
7 Series	2,017	Asia	Red	Hybrid	Manual	3.7	135,127	40,776	2,675	Low
3 Series	2,016	North America	White	Diesel	Manual	2.8	21,302	102,195	478	Low
X3	2,021	North America	Black	Diesel	Manual	2.6	140,162	114,486	319	Low
3 Series	2,018	Middle East	Silver	Petrol	Manual	2.7	166,319	79,002	974	Low
M3	2,020	Asia	Silver	Hybrid	Automatic	4.3	8,930	34,395	2,451	Low
i8	2,018	North America	White	Diesel	Manual	3.6	185,740	44,101	2,178	Low
X1	2,015	South America	Silver	Petrol	Manual	4.9	63,994	115,975	742	Low
3 Series	2,016	Asia	White	Petrol	Manual	4.4	189,567	70,761	371	Low
3 Series	2,011	Europe	Red	Electric	Automatic	3.2	109,241	77,120	123	Low
X1	2,024	Africa	Silver	Hybrid	Automatic	2.3	108,073	105,911	9,900	High
M3	2,018	Asia	Black	Hybrid	Manual	3.9	69,881	35,048	9,394	High
7 Series	2,021	South America	White	Petrol	Manual	4	105,870	113,497	7,401	High
M3	2,022	Asia	White	Electric	Manual	3.1	179,609	99,033	1,999	Low

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