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
X6	2,020	North America	Blue	Electric	Manual	4.1	9,398	87,945	7,896	High
M3	2,016	Asia	Silver	Petrol	Manual	2.4	50,280	118,453	7,808	High
M5	2,021	Middle East	White	Hybrid	Automatic	4	185,624	80,302	7,020	High
X5	2,012	Europe	Silver	Hybrid	Automatic	4.1	156,855	104,818	1,066	Low
i3	2,020	Europe	Black	Petrol	Automatic	3.4	193,742	103,393	4,298	Low
3 Series	2,011	Asia	Blue	Electric	Manual	4.3	39,105	74,508	4,159	Low
X3	2,022	South America	Blue	Petrol	Automatic	1.7	172,053	46,767	9,679	High
X3	2,020	Middle East	Red	Hybrid	Automatic	3.6	115,965	53,272	8,645	High
X6	2,010	South America	Grey	Petrol	Manual	3.2	46,153	82,882	9,516	High
X5	2,015	Asia	Grey	Electric	Automatic	4.3	90,053	35,933	3,094	Low
5 Series	2,014	North America	Grey	Electric	Automatic	1.9	51,743	119,953	1,384	Low
X1	2,011	Europe	Black	Electric	Automatic	2.2	21,562	80,938	2,585	Low
X3	2,022	Asia	Silver	Electric	Manual	3.5	16,972	112,805	8,044	High
X5	2,022	North America	Silver	Petrol	Manual	4.8	60,899	113,883	7,743	High
X6	2,012	Middle East	Black	Hybrid	Automatic	1.8	44,417	66,088	4,876	Low
X6	2,018	Africa	Grey	Diesel	Manual	4.1	16,966	117,781	4,870	Low
i8	2,012	South America	Black	Electric	Automatic	2.2	12,090	108,371	7,886	High
M3	2,016	Middle East	Red	Hybrid	Automatic	1.9	145,272	50,352	3,154	Low
X6	2,010	Europe	Red	Diesel	Automatic	2.9	172,063	109,437	6,017	Low
M3	2,016	Africa	Blue	Petrol	Automatic	3.5	52,220	111,917	756	Low
X6	2,018	Africa	Silver	Diesel	Automatic	4.4	53,092	40,534	3,985	Low
7 Series	2,021	Africa	Red	Petrol	Automatic	3.7	149,859	112,970	8,666	High
5 Series	2,020	South America	Grey	Diesel	Manual	3.2	90,932	80,385	402	Low
X3	2,017	Asia	Black	Diesel	Automatic	2.5	115,881	92,676	7,278	High
X5	2,016	Africa	Blue	Electric	Manual	2.5	88,522	80,852	9,764	High
X6	2,019	Middle East	Blue	Petrol	Automatic	4.2	26,187	44,885	2,607	Low
i8	2,023	Middle East	Black	Electric	Automatic	1.9	95,089	119,595	8,586	High
X3	2,017	Europe	Grey	Electric	Automatic	2	158,259	90,279	1,106	Low
X1	2,022	North America	Red	Hybrid	Automatic	4	39,395	75,515	6,348	Low
X5	2,013	Middle East	Black	Electric	Manual	4.9	154,074	115,760	5,576	Low
X6	2,024	Europe	Blue	Petrol	Manual	1.9	123,549	51,913	1,537	Low
3 Series	2,011	Asia	White	Petrol	Automatic	3.6	3,702	98,765	8,432	High
M3	2,023	Middle East	Grey	Petrol	Manual	2.3	127,232	95,680	1,475	Low
X1	2,023	Middle East	Blue	Hybrid	Automatic	1.6	11,106	111,142	9,394	High
M5	2,020	Middle East	Black	Hybrid	Automatic	4.4	20,539	53,577	6,016	Low
i8	2,018	Asia	White	Electric	Automatic	3.3	110,299	88,541	8,581	High
3 Series	2,024	South America	Blue	Hybrid	Automatic	1.6	161,155	99,766	6,465	Low
M5	2,012	South America	Silver	Diesel	Manual	4.6	148,574	30,444	1,231	Low
X6	2,023	Asia	White	Diesel	Automatic	3.4	5,113	70,855	6,593	Low
i3	2,020	Middle East	Blue	Diesel	Automatic	4.1	82,876	105,649	7,975	High
7 Series	2,013	Europe	Blue	Petrol	Manual	3	46,520	52,796	8,894	High
X3	2,016	North America	Black	Hybrid	Automatic	2.1	115,019	87,501	9,001	High
X3	2,011	Europe	Blue	Electric	Manual	3.1	56,400	65,452	5,685	Low
i8	2,023	Africa	Blue	Petrol	Automatic	2.5	116,644	39,018	2,303	Low
X6	2,024	Asia	Silver	Diesel	Automatic	2.5	100,208	85,714	7,795	High
X1	2,017	Middle East	White	Diesel	Manual	3.8	133,345	101,275	4,950	Low
i8	2,021	Europe	Blue	Petrol	Manual	1.8	164,437	72,445	4,615	Low
X6	2,019	Africa	Blue	Hybrid	Automatic	2.9	58,229	41,440	2,818	Low
X5	2,017	South America	Red	Electric	Manual	3.4	182,703	64,317	6,074	Low
X1	2,021	Middle East	Red	Petrol	Manual	4	54,667	71,406	1,203	Low
X1	2,014	North America	White	Diesel	Automatic	3.7	84,264	86,410	4,878	Low
M5	2,018	Middle East	Silver	Petrol	Manual	4.6	102,306	35,766	5,865	Low
X3	2,017	North America	Black	Electric	Automatic	5	62,412	90,164	8,505	High
3 Series	2,010	Europe	Red	Hybrid	Manual	4.8	92,377	86,885	9,510	High
X1	2,018	Asia	White	Petrol	Manual	4.2	143,777	80,808	9,746	High
3 Series	2,022	Asia	Red	Diesel	Manual	3.9	111,820	112,606	6,749	Low
7 Series	2,023	Asia	Black	Petrol	Manual	1.6	91,055	101,413	197	Low
7 Series	2,023	Middle East	Grey	Petrol	Manual	3.4	141,634	81,364	4,019	Low
3 Series	2,014	Africa	Grey	Diesel	Automatic	3.8	98,362	43,891	6,987	Low
7 Series	2,018	Middle East	White	Diesel	Automatic	2.9	123,491	49,279	1,784	Low
M5	2,018	Europe	Blue	Hybrid	Manual	2.8	93,372	95,829	4,300	Low
3 Series	2,019	Middle East	White	Petrol	Manual	3.4	62,959	74,933	4,040	Low
X6	2,019	Asia	Silver	Diesel	Manual	4.7	113,978	43,375	4,948	Low
M5	2,012	Europe	Grey	Diesel	Automatic	2.4	71,735	114,696	9,861	High
3 Series	2,017	Asia	White	Diesel	Automatic	2.9	148,201	38,026	1,400	Low
X3	2,016	South America	Blue	Petrol	Manual	3.8	100,344	114,282	9,706	High
7 Series	2,024	North America	White	Hybrid	Manual	2.2	115,300	104,630	6,399	Low
M3	2,016	North America	Grey	Diesel	Manual	4.4	16,631	33,863	1,728	Low
5 Series	2,021	Europe	White	Electric	Manual	3.8	155,249	93,753	7,722	High
X5	2,019	Middle East	Black	Petrol	Manual	2.7	176,966	115,214	2,230	Low
M5	2,011	Europe	White	Hybrid	Manual	4	70,281	94,510	3,747	Low
7 Series	2,011	Middle East	Silver	Petrol	Manual	2.5	157,028	86,424	8,361	High
3 Series	2,011	Europe	Black	Hybrid	Manual	4.2	27,566	85,069	8,343	High
M3	2,022	Middle East	Grey	Petrol	Manual	1.7	42,466	74,031	7,688	High
5 Series	2,020	North America	Red	Petrol	Automatic	3	168,856	84,384	3,400	Low
X1	2,011	North America	White	Petrol	Manual	2.4	141,233	98,969	1,792	Low
3 Series	2,023	Africa	White	Hybrid	Automatic	4.4	80,901	97,282	1,753	Low
i8	2,013	North America	White	Electric	Automatic	4.1	110,245	76,277	5,348	Low
i8	2,016	Asia	Red	Petrol	Manual	4.4	50,724	69,054	5,573	Low
i3	2,011	Africa	Blue	Electric	Manual	3.8	103,916	83,099	7,711	High
i3	2,014	Europe	Grey	Hybrid	Manual	4.3	48,862	54,423	6,351	Low
M5	2,023	Africa	Blue	Petrol	Automatic	3	156,213	43,057	5,974	Low
i3	2,016	North America	Red	Hybrid	Manual	3.9	130,978	60,887	1,510	Low
X1	2,018	Africa	Black	Electric	Manual	1.6	162,596	101,182	3,148	Low
i8	2,017	Europe	White	Petrol	Manual	4.6	54,114	39,749	3,054	Low
X6	2,018	Middle East	Grey	Electric	Automatic	3.9	36,609	31,713	4,157	Low
M3	2,016	Europe	Blue	Diesel	Manual	4.5	127,822	106,673	2,659	Low
5 Series	2,012	Europe	Red	Diesel	Manual	4.2	84,139	49,160	3,089	Low
i8	2,010	Africa	Grey	Hybrid	Manual	2.5	177,880	51,561	6,142	Low
X3	2,019	Africa	Black	Electric	Manual	2.5	94,583	55,874	7,337	High
7 Series	2,016	South America	Silver	Hybrid	Manual	4.3	67,772	42,868	1,602	Low
X6	2,022	Africa	White	Diesel	Automatic	2.1	164,177	116,875	5,997	Low
X1	2,020	North America	White	Diesel	Manual	1.9	73,311	111,604	4,180	Low
3 Series	2,015	Middle East	Silver	Petrol	Automatic	1.6	135,128	61,764	829	Low
X6	2,011	Europe	White	Diesel	Automatic	2.5	44,673	37,008	7,979	High
M5	2,010	Asia	Red	Diesel	Manual	1.8	71,966	61,976	7,709	High
M3	2,021	North America	White	Diesel	Manual	4.3	148,767	105,993	7,390	High
X6	2,019	Europe	Black	Diesel	Automatic	3.2	147,436	75,792	9,714	High
5 Series	2,013	Europe	Red	Hybrid	Manual	2.4	160,854	85,258	700	Low
X5	2,023	Europe	White	Diesel	Manual	3.6	55,973	69,692	1,615	Low

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