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
M3	2,023	Middle East	Grey	Hybrid	Manual	2.9	57,988	78,074	8,789	High
X5	2,022	Middle East	Grey	Hybrid	Manual	2.7	36,149	77,356	2,288	Low
5 Series	2,013	South America	Black	Electric	Manual	5	125,485	56,030	139	Low
X6	2,010	Middle East	Blue	Hybrid	Manual	3.1	83,748	95,041	3,563	Low
X6	2,013	South America	White	Petrol	Automatic	3	42,936	90,946	3,454	Low
7 Series	2,023	Africa	Blue	Hybrid	Automatic	3.2	178,039	100,150	3,552	Low
i3	2,011	South America	White	Hybrid	Automatic	4.7	7,694	93,481	3,871	Low
i8	2,015	Asia	Red	Petrol	Manual	3.6	48,099	99,270	2,387	Low
X5	2,015	Africa	Blue	Diesel	Manual	2.9	147,929	98,077	1,779	Low
M3	2,017	Middle East	Silver	Petrol	Manual	4.7	33,651	51,300	9,538	High
X6	2,018	North America	Blue	Diesel	Manual	4.8	183,606	36,102	583	Low
7 Series	2,017	North America	Black	Electric	Manual	2.4	60,983	55,155	9,442	High
M5	2,010	Europe	Grey	Petrol	Manual	2.9	31,088	102,122	4,571	Low
3 Series	2,022	North America	Grey	Electric	Manual	4.9	156,735	119,460	2,477	Low
i8	2,012	North America	Red	Hybrid	Automatic	3.4	183,762	68,593	602	Low
X5	2,015	Asia	Grey	Electric	Manual	3	149,934	101,935	5,918	Low
X3	2,010	Asia	Blue	Hybrid	Manual	2.2	120,584	53,933	9,967	High
X6	2,017	Asia	Blue	Hybrid	Manual	2.8	175,779	94,821	482	Low
X5	2,023	Middle East	Red	Diesel	Automatic	3.7	26,485	65,742	5,423	Low
M5	2,015	North America	Black	Hybrid	Automatic	1.6	15,004	33,084	8,540	High
i8	2,010	South America	White	Diesel	Automatic	1.8	135,391	63,014	1,785	Low
M3	2,019	Africa	Grey	Hybrid	Manual	1.5	155,261	63,178	1,771	Low
7 Series	2,011	Middle East	White	Hybrid	Automatic	2.3	8,386	96,410	4,513	Low
i3	2,015	Africa	Red	Hybrid	Manual	2.1	89,368	31,315	392	Low
M5	2,019	North America	White	Diesel	Manual	4.5	177,761	116,043	4,907	Low
M5	2,023	North America	White	Hybrid	Automatic	2.1	146,526	52,818	6,186	Low
5 Series	2,017	Asia	Red	Petrol	Manual	3.8	136,174	55,297	1,416	Low
X1	2,014	Asia	Red	Petrol	Manual	1.9	43,732	32,164	1,183	Low
5 Series	2,010	Asia	Black	Diesel	Automatic	3.6	139,950	86,431	2,921	Low
X6	2,023	Asia	White	Diesel	Manual	3	25,072	115,597	2,004	Low
M5	2,019	Middle East	Blue	Electric	Automatic	2.9	125,036	74,604	6,890	Low
X3	2,011	Asia	Blue	Petrol	Automatic	4.5	130,107	93,716	8,903	High
X1	2,013	Asia	Grey	Diesel	Manual	2.1	133,641	48,415	3,229	Low
X5	2,013	Europe	Grey	Hybrid	Automatic	3.6	41,633	109,806	4,970	Low
X3	2,016	Africa	White	Electric	Manual	4.4	184,444	72,834	5,423	Low
M5	2,011	Europe	Grey	Hybrid	Manual	4	91,100	96,165	8,147	High
X1	2,016	Africa	Silver	Electric	Automatic	4.9	53,544	71,709	5,295	Low
X6	2,016	Africa	Grey	Petrol	Manual	1.5	135,180	45,779	949	Low
M3	2,016	Africa	Black	Petrol	Automatic	4.6	2,299	46,774	2,803	Low
M3	2,022	Middle East	Silver	Electric	Manual	3.6	99,423	40,658	2,944	Low
M5	2,012	South America	White	Electric	Manual	1.5	56,729	34,438	6,312	Low
X1	2,015	Asia	Grey	Petrol	Automatic	3.1	33,784	44,515	3,869	Low
M3	2,021	Asia	Blue	Hybrid	Manual	4.2	85,905	98,935	6,639	Low
5 Series	2,015	Asia	Silver	Hybrid	Manual	2.1	133,926	47,338	1,479	Low
i3	2,013	North America	Grey	Electric	Automatic	3.9	18,616	79,008	7,309	High
i8	2,010	South America	Blue	Electric	Manual	2	28,249	80,853	4,484	Low
X6	2,018	North America	Grey	Hybrid	Manual	4.3	93,335	61,836	5,811	Low
3 Series	2,011	Middle East	Silver	Hybrid	Automatic	3.5	29,685	104,146	4,591	Low
3 Series	2,018	Africa	White	Diesel	Manual	1.6	147,358	96,647	8,808	High
X1	2,017	Africa	White	Petrol	Manual	1.8	183,094	72,978	793	Low
M5	2,010	Middle East	Silver	Petrol	Automatic	4.5	118,159	78,222	1,733	Low
i3	2,020	Africa	Red	Electric	Automatic	1.6	87,652	71,698	3,230	Low
X3	2,016	South America	Silver	Diesel	Automatic	2.5	174,492	110,019	2,451	Low
5 Series	2,022	Middle East	Silver	Diesel	Automatic	3.5	11,275	93,017	6,008	Low
X1	2,019	Middle East	Grey	Electric	Automatic	2.2	110,262	42,383	5,330	Low
i8	2,012	Africa	Black	Hybrid	Manual	2.3	192,497	103,931	846	Low
i3	2,019	Middle East	Blue	Diesel	Manual	4.2	163,947	44,721	7,852	High
3 Series	2,022	Africa	Red	Petrol	Manual	2.5	49,586	69,799	7,990	High
X6	2,019	Africa	Grey	Diesel	Manual	1.6	150,427	95,191	7,487	High
X1	2,023	Europe	Silver	Diesel	Manual	4	164,224	85,660	7,405	High
X1	2,023	North America	Grey	Petrol	Automatic	4.8	134,829	38,743	4,639	Low
X6	2,023	Europe	Silver	Electric	Automatic	4.4	114,985	60,505	5,538	Low
M5	2,018	South America	Grey	Electric	Manual	3.4	167,257	44,498	4,594	Low
X5	2,014	Middle East	Black	Petrol	Manual	3	123,105	35,923	5,083	Low
i3	2,020	Europe	Blue	Petrol	Manual	4.7	24,148	91,257	5,142	Low
i8	2,012	Africa	Red	Hybrid	Automatic	4.2	25,904	113,676	3,307	Low
7 Series	2,017	Africa	Silver	Diesel	Manual	3.5	25,545	113,171	4,080	Low
X5	2,021	Africa	Blue	Diesel	Automatic	4.6	194,844	70,591	6,555	Low
7 Series	2,012	South America	Black	Electric	Automatic	3.6	11,701	56,481	725	Low
M3	2,016	Asia	Silver	Petrol	Automatic	4.9	1,186	87,199	317	Low
7 Series	2,023	Africa	Black	Diesel	Manual	4.5	172,968	112,650	244	Low
X6	2,016	North America	Silver	Petrol	Automatic	3.4	177,416	114,709	2,232	Low
M3	2,016	Africa	Silver	Petrol	Automatic	4.7	126,410	73,128	8,762	High
7 Series	2,023	Europe	Blue	Electric	Automatic	2.7	183,754	112,809	2,439	Low
X1	2,021	Asia	Grey	Diesel	Manual	4	1,766	72,992	507	Low
X6	2,010	Africa	Blue	Electric	Automatic	2.1	47,988	102,033	5,664	Low
3 Series	2,020	Asia	Silver	Diesel	Automatic	4.6	163,733	72,718	7,888	High
3 Series	2,014	Africa	Red	Electric	Automatic	2.4	37,379	46,165	1,793	Low
X6	2,021	Africa	Blue	Hybrid	Automatic	4.8	56,837	46,119	7,340	High
i3	2,020	North America	Silver	Electric	Automatic	1.6	87,987	110,878	8,664	High
3 Series	2,010	North America	White	Hybrid	Manual	3.9	118,432	64,711	7,939	High
3 Series	2,016	North America	Silver	Diesel	Manual	2	192,709	81,064	2,296	Low
5 Series	2,022	South America	Blue	Petrol	Manual	4.2	40,434	87,249	542	Low
5 Series	2,022	North America	Red	Diesel	Manual	3.2	194,050	46,083	767	Low
i3	2,017	North America	Silver	Diesel	Automatic	4.7	172,214	35,952	9,498	High
i8	2,016	Europe	Black	Hybrid	Automatic	4	137,207	42,110	6,559	Low
i3	2,010	North America	Blue	Electric	Automatic	4.2	149,455	82,565	5,236	Low
X3	2,012	Asia	Blue	Petrol	Automatic	1.9	96,396	102,037	993	Low
7 Series	2,024	South America	Blue	Electric	Automatic	1.8	160,798	70,734	6,575	Low
X6	2,019	Africa	Black	Hybrid	Manual	4.5	137,803	98,073	4,506	Low
X1	2,012	Europe	Grey	Electric	Automatic	2.3	158,905	99,402	5,725	Low
X3	2,024	South America	Blue	Hybrid	Manual	4.5	47,856	37,298	4,981	Low
3 Series	2,016	North America	Blue	Petrol	Automatic	2	102,663	112,433	9,838	High
3 Series	2,013	North America	Blue	Petrol	Manual	2.6	19,521	36,099	3,582	Low
i8	2,021	Asia	Red	Diesel	Automatic	4.8	197,382	41,019	116	Low
X6	2,012	North America	Black	Hybrid	Automatic	4.4	69,682	42,827	2,702	Low
5 Series	2,015	North America	Blue	Electric	Manual	1.7	86,805	106,731	3,370	Low
3 Series	2,021	Europe	Silver	Electric	Manual	3.1	161,987	61,215	6,846	Low
i3	2,019	Africa	Black	Electric	Manual	4.7	149,628	34,543	3,278	Low
5 Series	2,015	North America	White	Diesel	Automatic	1.6	125,349	69,126	764	Low

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