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	2,020	North America	Blue	Electric	Automatic	1.7	64,981	100,081	2,107	Low
X6	2,013	Middle East	White	Electric	Manual	2.2	80,391	79,537	4,157	Low
5 Series	2,020	North America	Silver	Diesel	Automatic	2.5	104,765	55,551	1,258	Low
X1	2,013	Middle East	Red	Diesel	Automatic	3.6	23,181	65,799	7,659	High
M3	2,012	South America	Blue	Hybrid	Manual	4.3	171,076	50,292	572	Low
i8	2,019	Africa	Silver	Hybrid	Manual	1.7	135,514	37,982	2,236	Low
7 Series	2,017	Middle East	Red	Petrol	Automatic	2.4	91,055	93,709	3,943	Low
M3	2,016	Africa	White	Diesel	Manual	2.8	61,424	42,159	9,256	High
i3	2,018	Asia	Silver	Hybrid	Manual	2.1	76,886	117,840	3,252	Low
i8	2,010	Europe	Grey	Electric	Automatic	3.4	87,691	75,773	5,901	Low
X6	2,016	South America	Silver	Petrol	Automatic	3.2	135,999	88,750	5,179	Low
X3	2,019	North America	Black	Hybrid	Manual	2.6	8,179	30,489	1,117	Low
M5	2,013	Asia	Grey	Electric	Manual	3.3	78,971	39,749	8,074	High
i3	2,016	Africa	Red	Hybrid	Manual	2.7	85,127	55,042	9,197	High
i8	2,022	South America	Grey	Diesel	Automatic	2.7	11,132	65,391	1,802	Low
X5	2,021	South America	Black	Petrol	Automatic	2.4	62,660	30,744	1,873	Low
i8	2,010	Europe	Black	Petrol	Manual	3.4	132,816	72,474	6,950	Low
X3	2,014	Asia	Red	Diesel	Automatic	3.1	130,466	46,697	1,360	Low
i8	2,012	Asia	Silver	Electric	Automatic	2.2	89,166	47,689	4,561	Low
3 Series	2,014	South America	Red	Petrol	Automatic	1.5	91,019	109,010	7,613	High
X3	2,013	Africa	Black	Electric	Automatic	2	159,714	96,561	7,278	High
i3	2,011	North America	Silver	Hybrid	Automatic	1.6	13,417	34,675	1,487	Low
i3	2,020	Africa	Blue	Petrol	Manual	3	141,935	51,041	7,662	High
3 Series	2,013	South America	White	Electric	Automatic	2.3	6,770	119,683	4,271	Low
i8	2,012	Europe	Black	Petrol	Automatic	3	14,914	58,090	8,863	High
7 Series	2,022	Asia	White	Diesel	Manual	2.7	126,601	118,728	9,854	High
M3	2,010	South America	Black	Hybrid	Automatic	3.4	165,249	57,412	1,061	Low
M5	2,021	Europe	White	Electric	Automatic	4	45,710	54,902	867	Low
M5	2,019	Middle East	Blue	Electric	Automatic	3.2	56,694	76,905	1,020	Low
i3	2,017	Africa	Silver	Hybrid	Automatic	1.7	127,166	115,931	6,075	Low
X1	2,024	Africa	Grey	Diesel	Manual	1.6	71,814	85,225	1,854	Low
X3	2,014	Middle East	Silver	Electric	Automatic	2.2	178,363	56,598	6,467	Low
X1	2,013	North America	Grey	Petrol	Manual	3	126,318	66,848	6,684	Low
X1	2,019	Middle East	Red	Petrol	Manual	1.7	88,153	40,511	774	Low
7 Series	2,021	Middle East	Red	Diesel	Manual	2.6	4,743	100,367	6,240	Low
i8	2,014	North America	Black	Petrol	Automatic	4.6	135,965	46,201	5,756	Low
3 Series	2,013	Africa	Red	Hybrid	Automatic	1.8	162,924	34,311	7,576	High
M3	2,012	Africa	Red	Hybrid	Automatic	4.8	45,907	115,537	4,419	Low
X3	2,014	North America	White	Petrol	Automatic	4.5	157,749	73,736	3,936	Low
X6	2,013	Europe	Grey	Hybrid	Automatic	4.4	139,957	63,318	7,145	High
5 Series	2,024	South America	Silver	Electric	Automatic	4.5	93,918	114,611	2,634	Low
i8	2,010	South America	Blue	Diesel	Manual	1.8	30,975	116,804	5,448	Low
X1	2,021	Africa	Red	Hybrid	Manual	2	125,596	79,183	9,884	High
X6	2,012	South America	White	Electric	Automatic	2	146,100	50,184	7,130	High
X1	2,019	South America	Red	Diesel	Manual	1.9	131,805	63,537	2,778	Low
5 Series	2,024	North America	Black	Hybrid	Manual	2.6	88,094	108,664	4,311	Low
3 Series	2,019	Africa	Black	Electric	Manual	4.4	118,787	117,759	8,601	High
i3	2,017	Europe	Blue	Diesel	Manual	2.4	144,796	90,974	6,635	Low
7 Series	2,016	Europe	Silver	Hybrid	Manual	2.4	61,739	44,870	4,843	Low
3 Series	2,011	Africa	Blue	Petrol	Manual	3.9	87,133	81,500	6,080	Low
X5	2,010	South America	Grey	Diesel	Automatic	1.8	63,870	87,308	9,206	High
5 Series	2,012	North America	White	Hybrid	Automatic	2.8	164,600	59,010	944	Low
X3	2,014	Middle East	White	Electric	Automatic	2.5	181,781	52,130	4,960	Low
7 Series	2,019	North America	Black	Petrol	Automatic	4.5	12,790	90,670	9,808	High
X1	2,024	Africa	Grey	Electric	Manual	3.3	173,693	90,163	3,843	Low
M5	2,020	Africa	Blue	Hybrid	Automatic	3.8	21,387	76,425	9,985	High
M5	2,021	South America	Black	Petrol	Manual	2	187,933	86,639	2,709	Low
M3	2,010	North America	Silver	Hybrid	Automatic	4.8	156,676	64,992	4,970	Low
i3	2,012	Middle East	Blue	Petrol	Manual	2.6	177,345	106,349	8,689	High
3 Series	2,012	North America	White	Hybrid	Automatic	4	66,426	82,820	292	Low
M3	2,014	North America	Blue	Diesel	Automatic	4.8	71,877	31,927	7,780	High
X3	2,012	Middle East	Grey	Hybrid	Automatic	3.3	166,506	96,337	8,540	High
5 Series	2,022	North America	Silver	Electric	Manual	3.3	106,090	49,261	3,241	Low
M3	2,018	South America	White	Electric	Automatic	1.9	133,538	63,350	7,082	High
7 Series	2,010	North America	Blue	Petrol	Manual	2.9	28,233	47,160	2,389	Low
M5	2,013	Asia	Blue	Petrol	Manual	4.5	15,695	58,298	9,123	High
3 Series	2,022	Africa	White	Hybrid	Manual	2	110,639	37,633	1,709	Low
X1	2,022	Asia	Silver	Electric	Manual	4.7	120,277	93,430	4,031	Low
M5	2,019	Europe	Grey	Diesel	Manual	3.8	54,194	31,601	6,141	Low
X3	2,019	North America	Red	Hybrid	Automatic	3	157,327	82,271	5,115	Low
M5	2,013	Middle East	Black	Hybrid	Automatic	3.4	177,199	45,134	7,249	High
X1	2,010	South America	Grey	Electric	Manual	2	146,342	89,559	5,507	Low
X1	2,023	Africa	White	Petrol	Automatic	2.3	193,664	40,587	2,779	Low
5 Series	2,011	Middle East	Black	Electric	Manual	2.5	79,228	30,995	5,032	Low
X3	2,020	South America	Red	Petrol	Manual	2.8	6,671	61,365	9,374	High
7 Series	2,010	South America	Red	Hybrid	Manual	4.7	50,707	113,329	9,210	High
X1	2,015	Asia	Blue	Electric	Manual	2.8	127,391	71,070	7,969	High
X6	2,012	Asia	Grey	Diesel	Automatic	3.3	133,505	115,189	5,516	Low
X3	2,016	Africa	White	Petrol	Automatic	2.1	128,058	91,326	9,334	High
7 Series	2,014	Africa	Red	Petrol	Manual	4.1	121,274	110,321	688	Low
X6	2,018	South America	Red	Electric	Manual	3.5	9,685	107,925	6,257	Low
5 Series	2,016	Asia	Black	Diesel	Manual	3	182,532	56,478	6,446	Low
i3	2,013	North America	Red	Hybrid	Manual	4.8	101,569	75,343	3,468	Low
M5	2,014	Europe	White	Hybrid	Manual	4.6	19,622	100,269	3,074	Low
X5	2,014	North America	Black	Diesel	Automatic	3.8	198,699	41,203	5,391	Low
M3	2,020	South America	Grey	Diesel	Automatic	4.7	155,816	35,392	8,203	High
M5	2,024	North America	Grey	Hybrid	Manual	3.5	58,207	94,435	4,870	Low
7 Series	2,014	South America	Blue	Diesel	Automatic	4.4	111,480	111,870	6,923	Low
5 Series	2,019	South America	Blue	Diesel	Manual	2.9	71,754	36,475	5,523	Low
i8	2,018	North America	Silver	Diesel	Automatic	1.8	33,561	85,038	5,956	Low
X1	2,019	North America	Red	Petrol	Manual	5	101,426	69,875	2,523	Low
X6	2,012	North America	Red	Electric	Manual	2.1	141,707	107,870	3,693	Low
7 Series	2,015	Europe	Silver	Diesel	Automatic	2.4	45,813	99,814	6,699	Low
5 Series	2,017	Europe	White	Diesel	Automatic	2.1	139,182	87,055	9,971	High
X6	2,020	Middle East	White	Diesel	Manual	2.7	178,480	100,880	2,413	Low
3 Series	2,018	North America	White	Diesel	Automatic	2.5	150,858	34,862	7,368	High
M3	2,022	South America	Black	Petrol	Manual	3.6	86,384	112,362	6,522	Low
5 Series	2,024	South America	Silver	Petrol	Manual	5	145,109	48,561	841	Low
i3	2,016	Asia	Grey	Electric	Automatic	1.7	122,731	115,901	6,572	Low
i8	2,021	Asia	Silver	Electric	Automatic	4.2	7,093	82,846	6,601	Low

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