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
X3	2,011	North America	Silver	Electric	Automatic	2.6	57,379	60,041	7,826	High
X3	2,010	Africa	Blue	Diesel	Automatic	3.6	12,071	96,868	3,180	Low
X5	2,014	Asia	Red	Electric	Manual	3.9	158,796	83,080	5,773	Low
X6	2,011	Middle East	Black	Diesel	Automatic	4.6	66,792	80,988	1,558	Low
3 Series	2,013	Europe	White	Diesel	Manual	3.6	73,714	91,144	3,065	Low
M5	2,018	Middle East	Black	Electric	Manual	2.5	159,099	87,291	9,800	High
M5	2,020	North America	Silver	Diesel	Automatic	3.4	118,627	73,501	5,041	Low
i8	2,012	Africa	Black	Electric	Automatic	4	93,014	83,189	3,945	Low
7 Series	2,024	South America	Blue	Electric	Manual	4.2	168,109	43,085	695	Low
i8	2,017	Asia	Silver	Diesel	Automatic	4.8	190,435	103,427	6,520	Low
X5	2,019	South America	Silver	Diesel	Manual	2.2	84,735	88,472	2,101	Low
X5	2,022	North America	Grey	Diesel	Automatic	3.8	158,595	42,017	5,211	Low
i8	2,015	Africa	Red	Electric	Automatic	2.2	120,873	105,983	7,617	High
i3	2,019	Asia	Grey	Petrol	Automatic	2.6	143,865	108,231	6,574	Low
3 Series	2,014	Middle East	Black	Electric	Manual	2	167,853	93,568	7,523	High
X1	2,011	Europe	Blue	Electric	Manual	4.2	13,958	54,695	6,492	Low
3 Series	2,020	North America	White	Electric	Automatic	4.7	34,084	101,244	6,491	Low
X5	2,022	Europe	Grey	Hybrid	Manual	1.6	143,123	104,579	5,722	Low
M3	2,012	Europe	Black	Electric	Manual	4.3	44,514	64,123	9,710	High
i8	2,017	Asia	Red	Hybrid	Manual	2.3	85,660	60,612	7,033	High
X6	2,024	North America	Silver	Hybrid	Automatic	3.2	73,440	74,453	1,828	Low
3 Series	2,021	North America	Black	Diesel	Automatic	4.1	27,555	88,964	5,417	Low
i3	2,021	Middle East	Blue	Diesel	Automatic	3.3	138,950	68,932	5,699	Low
i3	2,018	Europe	Red	Diesel	Automatic	2.3	32,183	47,122	1,796	Low
X3	2,020	Africa	Red	Hybrid	Manual	4.7	174,303	78,965	5,787	Low
3 Series	2,020	Middle East	Red	Electric	Automatic	3.6	11,064	72,096	7,594	High
i8	2,016	South America	White	Diesel	Automatic	4.8	31,758	78,004	3,107	Low
i8	2,010	Asia	Black	Hybrid	Manual	4.5	188,095	57,284	832	Low
3 Series	2,021	South America	Red	Diesel	Automatic	4.6	133,749	54,002	2,255	Low
X6	2,021	North America	Red	Diesel	Manual	2.8	129,132	108,539	5,907	Low
X1	2,022	South America	White	Diesel	Manual	5	155,124	114,014	2,731	Low
X3	2,022	Europe	Blue	Petrol	Manual	4.5	23,084	93,743	408	Low
M3	2,015	Asia	Red	Diesel	Automatic	2.7	100,917	53,163	5,250	Low
M3	2,016	Middle East	Red	Petrol	Manual	4.6	55,014	86,509	5,565	Low
X1	2,021	South America	Silver	Electric	Automatic	4.1	183,553	99,258	6,220	Low
3 Series	2,015	Europe	Silver	Diesel	Manual	4	143,587	99,644	8,802	High
X3	2,019	Europe	Black	Petrol	Automatic	1.5	160,783	37,948	5,942	Low
i8	2,020	North America	Blue	Diesel	Automatic	1.6	110,853	94,445	1,778	Low
i3	2,022	Europe	Blue	Electric	Manual	3.9	108,903	59,366	4,138	Low
5 Series	2,011	Asia	Red	Electric	Automatic	2.5	54,702	68,094	1,475	Low
X5	2,022	Asia	White	Hybrid	Automatic	1.7	159,819	75,976	4,804	Low
M3	2,018	North America	Silver	Hybrid	Automatic	2.5	53,125	82,775	4,299	Low
X5	2,012	South America	Grey	Petrol	Manual	4.4	35,247	80,837	4,344	Low
i3	2,015	Asia	White	Diesel	Manual	3.1	119,297	111,005	9,939	High
7 Series	2,015	Africa	Silver	Hybrid	Automatic	3.7	39,655	72,231	5,452	Low
3 Series	2,017	South America	White	Hybrid	Manual	4.3	100,298	66,111	5,879	Low
M5	2,022	Europe	White	Petrol	Manual	2.6	6,588	76,459	388	Low
i3	2,013	North America	Red	Hybrid	Automatic	1.5	27,017	119,036	7,634	High
X5	2,024	North America	Blue	Diesel	Manual	2.6	93,281	87,032	3,388	Low
X6	2,015	Asia	Silver	Diesel	Manual	4.8	130,378	45,826	6,187	Low
X6	2,010	Europe	Red	Diesel	Manual	3.2	8,937	54,594	4,069	Low
X5	2,018	Middle East	White	Electric	Automatic	3.5	6,778	77,819	6,528	Low
M5	2,021	Africa	Red	Petrol	Automatic	4.2	171,617	73,276	1,910	Low
7 Series	2,018	Africa	Blue	Hybrid	Automatic	1.9	173,183	42,931	3,436	Low
i8	2,016	Middle East	Silver	Diesel	Automatic	4.1	62,026	42,416	7,367	High
X3	2,020	Africa	Silver	Hybrid	Automatic	2.5	129,890	35,966	1,496	Low
i3	2,022	South America	Blue	Petrol	Automatic	2.9	172,989	94,065	1,282	Low
i3	2,010	Europe	Black	Hybrid	Automatic	2.4	135,027	119,031	2,599	Low
i8	2,012	Asia	Red	Diesel	Automatic	2	182,279	36,973	5,689	Low
M3	2,021	Asia	Silver	Hybrid	Manual	2.8	47,753	31,526	3,664	Low
X6	2,014	North America	Blue	Petrol	Manual	1.8	147,551	34,401	3,314	Low
X3	2,013	Africa	Silver	Petrol	Automatic	4.5	124,595	78,028	819	Low
X6	2,014	Europe	White	Diesel	Manual	2.6	17,910	38,892	1,140	Low
3 Series	2,016	Asia	White	Electric	Automatic	3.8	187,651	95,072	7,925	High
X5	2,018	South America	Grey	Electric	Manual	2.5	21,932	51,038	1,318	Low
i8	2,010	Asia	Blue	Diesel	Automatic	2.2	122,861	42,584	201	Low
X5	2,014	Middle East	Black	Petrol	Automatic	4	70,173	55,676	8,443	High
M3	2,012	Middle East	Red	Petrol	Automatic	3.7	62,538	101,348	8,165	High
M5	2,012	Europe	Black	Petrol	Manual	2.3	10,926	57,527	2,384	Low
7 Series	2,020	Africa	Black	Hybrid	Automatic	3.6	154,657	36,772	2,254	Low
i3	2,011	Asia	Silver	Petrol	Manual	1.5	31,298	95,798	4,377	Low
i8	2,015	North America	Silver	Electric	Automatic	2.1	129,270	32,223	1,872	Low
M3	2,023	Europe	Grey	Diesel	Automatic	4	9,528	87,292	7,670	High
X6	2,015	Europe	White	Diesel	Manual	2.9	92,393	33,820	7,126	High
i8	2,012	Europe	Silver	Diesel	Automatic	2.2	154,516	37,758	2,106	Low
3 Series	2,010	Africa	Grey	Electric	Manual	3.3	146,856	64,001	8,506	High
5 Series	2,016	Middle East	Silver	Diesel	Manual	3.1	194,634	112,619	7,834	High
X6	2,011	Asia	Black	Petrol	Manual	3.7	72,394	88,448	7,591	High
7 Series	2,017	Asia	Blue	Electric	Automatic	1.8	105,431	68,702	9,544	High
X1	2,012	Middle East	Blue	Petrol	Manual	4.4	104,244	97,066	7,791	High
i8	2,010	North America	Silver	Hybrid	Automatic	1.7	38,882	102,106	6,877	Low
i3	2,019	Africa	Black	Electric	Automatic	3.1	78,119	55,148	8,859	High
i8	2,018	North America	Silver	Petrol	Manual	4	29,772	65,372	222	Low
i8	2,014	Asia	Black	Diesel	Automatic	2.7	120,792	61,107	8,821	High
i8	2,010	Europe	Red	Hybrid	Manual	4.7	64,964	117,806	648	Low
5 Series	2,019	Asia	Red	Diesel	Manual	4.1	76,023	33,768	5,797	Low
M5	2,020	Africa	Silver	Diesel	Automatic	3	48,372	39,869	1,518	Low
M5	2,015	North America	Red	Petrol	Manual	2.1	122,953	115,862	4,659	Low
X1	2,019	North America	Silver	Petrol	Manual	1.7	123,237	101,091	6,468	Low
X5	2,012	Africa	Black	Electric	Automatic	4.3	181,363	113,179	2,658	Low
M5	2,020	Asia	Blue	Petrol	Manual	2.2	135,265	72,574	4,058	Low
X5	2,024	Asia	Grey	Electric	Manual	2.4	129,091	45,476	4,913	Low
3 Series	2,013	South America	Silver	Diesel	Automatic	1.5	47,192	104,943	2,933	Low
i3	2,017	Asia	Black	Electric	Automatic	1.6	164,592	46,446	5,973	Low
X6	2,024	Middle East	Blue	Diesel	Manual	2.3	65,941	110,347	1,810	Low
M5	2,014	Middle East	Red	Petrol	Manual	4.6	71,702	72,204	5,298	Low
3 Series	2,021	South America	Red	Hybrid	Manual	4.2	155,031	59,934	7,122	High
X1	2,015	Africa	Grey	Electric	Automatic	4.2	148,425	86,347	6,592	Low
M5	2,019	South America	Silver	Hybrid	Manual	4.4	170,946	102,633	5,121	Low
X3	2,013	Asia	Silver	Hybrid	Manual	2.2	115,515	82,481	8,952	High

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