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	2,014	Africa	White	Hybrid	Manual	2.7	15,427	54,364	1,077	Low
7 Series	2,012	Europe	White	Hybrid	Automatic	4.9	73,203	109,205	2,539	Low
X6	2,016	South America	Black	Hybrid	Automatic	2.4	94,814	76,260	5,365	Low
X5	2,015	Middle East	Blue	Diesel	Automatic	3	78,763	58,365	4,159	Low
M3	2,020	Europe	Grey	Diesel	Automatic	1.8	118,683	108,309	1,789	Low
i3	2,012	South America	Grey	Electric	Manual	5	189,030	94,229	5,639	Low
5 Series	2,018	Africa	Blue	Hybrid	Manual	4.6	79,196	43,803	8,286	High
X6	2,021	Africa	Silver	Diesel	Manual	4.4	80,457	47,268	1,597	Low
3 Series	2,010	Africa	Silver	Diesel	Manual	2.1	83,738	111,589	8,809	High
i8	2,019	North America	Silver	Diesel	Automatic	4.9	199,870	86,794	8,972	High
3 Series	2,012	Middle East	Black	Hybrid	Automatic	4.8	180,224	46,397	2,861	Low
X5	2,024	Africa	Blue	Diesel	Automatic	3	53,478	68,025	4,250	Low
3 Series	2,024	Africa	Red	Diesel	Manual	3.9	90,626	50,000	2,278	Low
5 Series	2,024	Europe	Blue	Diesel	Manual	5	182,973	61,095	9,250	High
X1	2,020	Asia	Red	Electric	Manual	2.9	191,513	68,840	6,291	Low
7 Series	2,024	South America	Silver	Diesel	Automatic	1.9	32,347	43,737	9,972	High
X6	2,019	Europe	Grey	Electric	Automatic	4.5	33,532	81,963	4,763	Low
i8	2,020	Asia	Silver	Hybrid	Manual	3.2	5,522	74,864	7,005	High
5 Series	2,016	Asia	Red	Electric	Automatic	5	194,483	47,682	4,324	Low
i8	2,012	South America	Silver	Hybrid	Manual	3.4	198,241	69,791	2,939	Low
X5	2,023	Europe	Blue	Hybrid	Manual	1.6	73,502	92,482	1,120	Low
X5	2,012	South America	Blue	Hybrid	Automatic	3.2	167,921	105,559	6,179	Low
i8	2,011	North America	Red	Diesel	Manual	4	154,148	49,844	4,495	Low
X1	2,018	Africa	Black	Diesel	Automatic	1.6	108,084	98,504	1,689	Low
X1	2,020	Europe	White	Diesel	Manual	2.9	116,155	68,643	8,504	High
X5	2,013	Africa	Red	Diesel	Automatic	2	123,222	47,056	644	Low
X1	2,019	North America	Silver	Diesel	Manual	3.8	173,784	89,191	6,804	Low
i8	2,022	Africa	Silver	Electric	Manual	4.9	117,497	65,576	7,038	High
7 Series	2,015	South America	Blue	Hybrid	Automatic	3.7	199,125	48,678	4,659	Low
X3	2,011	South America	Silver	Petrol	Manual	3.9	169,892	46,819	5,505	Low
M5	2,018	North America	Black	Diesel	Automatic	2.9	151,076	117,710	9,156	High
5 Series	2,024	South America	Red	Petrol	Automatic	3.5	133,294	74,199	4,746	Low
3 Series	2,016	North America	Black	Petrol	Manual	3.4	189,354	112,520	4,959	Low
M3	2,019	Africa	Blue	Electric	Automatic	4.2	179,120	55,796	8,821	High
5 Series	2,014	Europe	Red	Electric	Automatic	4.5	189,291	112,584	5,400	Low
X5	2,016	South America	White	Hybrid	Automatic	3.8	157,014	94,137	1,656	Low
X6	2,023	Middle East	Silver	Hybrid	Automatic	4.9	174,625	33,323	143	Low
X6	2,013	Asia	Grey	Hybrid	Manual	4.4	22,866	65,826	7,363	High
X5	2,022	Middle East	Grey	Hybrid	Automatic	1.9	47,508	69,784	3,885	Low
X6	2,019	South America	Black	Hybrid	Automatic	3.3	84,935	111,530	9,570	High
i3	2,022	Africa	Silver	Diesel	Automatic	4.7	147,901	76,541	7,408	High
X5	2,024	Asia	Silver	Hybrid	Manual	4.8	107,464	59,145	8,506	High
X6	2,016	Middle East	Grey	Petrol	Manual	2.8	107,544	86,441	5,681	Low
X6	2,011	Africa	Red	Electric	Automatic	4	36,619	91,958	366	Low
M3	2,016	South America	Silver	Diesel	Automatic	2.9	177,681	65,330	1,454	Low
7 Series	2,024	Europe	Grey	Diesel	Manual	1.9	188,452	115,825	7,691	High
X3	2,013	South America	Blue	Petrol	Manual	4.6	35,346	81,999	1,088	Low
X5	2,013	South America	Red	Electric	Automatic	4.8	150,565	34,646	8,908	High
X6	2,010	Africa	Blue	Diesel	Manual	3.3	2,738	72,475	5,643	Low
X6	2,021	Europe	Grey	Electric	Automatic	1.6	161,970	39,546	1,531	Low
5 Series	2,012	Africa	Silver	Diesel	Manual	4.4	192,761	110,804	6,646	Low
X5	2,014	Africa	Black	Hybrid	Manual	3.2	26,910	71,848	6,022	Low
X6	2,014	Middle East	Silver	Diesel	Manual	1.8	65,774	110,611	1,801	Low
i8	2,011	Middle East	Black	Petrol	Manual	2.2	118,538	86,686	2,736	Low
i3	2,013	Europe	Grey	Petrol	Manual	2	67,017	90,668	6,295	Low
M5	2,010	Middle East	Silver	Petrol	Manual	3.9	182,155	118,913	8,024	High
X3	2,024	South America	Black	Electric	Manual	2.5	103,622	49,641	6,708	Low
X6	2,018	North America	Silver	Petrol	Manual	1.9	174,694	61,758	9,283	High
i3	2,010	South America	Grey	Diesel	Automatic	4.7	163,759	109,446	2,964	Low
X1	2,015	North America	White	Diesel	Automatic	4.8	160,225	87,037	8,326	High
M5	2,016	Africa	Grey	Diesel	Manual	2	180,239	51,306	8,839	High
M3	2,012	North America	Grey	Hybrid	Manual	2.3	172,564	53,645	7,116	High
X3	2,021	Asia	Blue	Electric	Automatic	3.6	96,027	48,685	9,085	High
i3	2,024	Middle East	Grey	Diesel	Manual	2	4,651	98,850	6,352	Low
X3	2,010	North America	White	Petrol	Automatic	2.1	167,121	96,807	216	Low
M3	2,016	Africa	Black	Diesel	Manual	2.7	50,789	107,025	9,475	High
X3	2,012	South America	Red	Hybrid	Automatic	4.8	38,937	48,008	9,723	High
i8	2,022	North America	Blue	Diesel	Manual	4.9	127,664	72,541	9,272	High
X6	2,019	Asia	White	Diesel	Automatic	4.4	86,247	74,886	7,603	High
M3	2,021	North America	Red	Electric	Manual	3.9	40,358	72,314	5,023	Low
X3	2,021	South America	Grey	Petrol	Automatic	4	9,385	87,285	7,286	High
X6	2,015	Middle East	Red	Petrol	Automatic	3.1	139,081	103,779	3,384	Low
X6	2,022	Middle East	Black	Diesel	Manual	3.4	25,344	57,594	3,531	Low
X6	2,021	South America	Red	Petrol	Manual	3.7	178,715	55,132	2,640	Low
M5	2,023	North America	Grey	Petrol	Automatic	4.1	24,624	112,163	9,607	High
X3	2,015	Europe	Black	Hybrid	Manual	1.8	28,735	74,155	2,002	Low
X1	2,023	South America	Blue	Petrol	Manual	2.3	142,592	94,459	7,423	High
X5	2,021	South America	Red	Diesel	Manual	4.9	168,483	95,759	3,551	Low
7 Series	2,013	Africa	Black	Hybrid	Automatic	2.7	108,566	40,738	7,495	High
i3	2,021	South America	Grey	Diesel	Manual	2.4	66,231	111,547	1,108	Low
3 Series	2,020	Europe	Red	Petrol	Automatic	3	77,544	92,032	3,980	Low
i8	2,015	North America	White	Electric	Manual	2.5	45,639	96,612	6,770	Low
i8	2,020	Europe	Black	Hybrid	Automatic	1.8	180,131	82,026	4,864	Low
M5	2,019	Europe	Silver	Petrol	Automatic	2.2	69,230	76,834	492	Low
X6	2,013	North America	Red	Electric	Automatic	3.7	72,754	35,786	5,439	Low
M5	2,024	Asia	Grey	Hybrid	Automatic	2.3	13,308	119,773	6,216	Low
i3	2,022	South America	Red	Diesel	Manual	3.8	184,326	101,709	1,026	Low
X6	2,017	Africa	White	Diesel	Manual	1.9	177,737	71,160	367	Low
X1	2,018	Europe	Grey	Electric	Automatic	1.6	98,780	38,472	7,965	High
M3	2,011	North America	White	Petrol	Automatic	4.5	124,560	90,331	1,676	Low
M3	2,016	Africa	Blue	Electric	Manual	4.2	19,348	60,613	7,662	High
i8	2,018	North America	Grey	Diesel	Automatic	3.8	38,389	118,912	6,323	Low
5 Series	2,018	Middle East	White	Electric	Manual	1.6	77,131	51,182	8,550	High
X3	2,021	Africa	Red	Diesel	Manual	2.3	135,130	119,315	2,206	Low
3 Series	2,014	Africa	White	Petrol	Automatic	4.3	64,435	92,002	6,267	Low
i3	2,010	Europe	White	Electric	Automatic	2	15,739	116,302	1,488	Low
X1	2,015	South America	Blue	Electric	Manual	4.3	21,818	85,051	3,946	Low
5 Series	2,024	Africa	Blue	Hybrid	Manual	3.5	72,284	108,611	9,164	High
M5	2,017	Africa	Blue	Petrol	Manual	4.1	156,593	63,072	9,157	High
5 Series	2,010	North America	Blue	Hybrid	Automatic	3.8	4,409	101,756	4,640	Low

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