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	2,010	North America	Blue	Electric	Manual	2.2	52,032	64,101	5,820	Low
3 Series	2,022	South America	Silver	Hybrid	Automatic	4.9	121,276	114,834	7,840	High
M5	2,021	Middle East	White	Diesel	Manual	4.3	169,963	34,730	307	Low
M5	2,015	Asia	White	Petrol	Manual	4.6	89,418	83,861	7,980	High
i3	2,019	North America	Silver	Petrol	Manual	4.8	893	102,375	5,507	Low
M5	2,020	Middle East	Silver	Diesel	Automatic	4.1	153,791	73,597	6,217	Low
3 Series	2,017	Middle East	Black	Petrol	Automatic	4.3	74,013	88,232	6,556	Low
5 Series	2,012	Africa	Blue	Hybrid	Manual	3	744	41,884	2,733	Low
3 Series	2,021	Middle East	Black	Diesel	Automatic	3.3	99,965	82,963	3,045	Low
M3	2,019	Europe	White	Diesel	Manual	4.8	49,755	85,722	645	Low
5 Series	2,010	Middle East	Blue	Electric	Manual	2.8	79,705	102,002	2,560	Low
X3	2,018	Asia	White	Electric	Manual	1.6	133,078	99,625	6,465	Low
X1	2,022	North America	Silver	Petrol	Automatic	4.2	10,889	87,104	6,604	Low
i3	2,022	Africa	Black	Petrol	Manual	3.5	88,650	77,392	3,586	Low
3 Series	2,010	Middle East	Silver	Hybrid	Manual	4.4	7,798	48,997	3,153	Low
X1	2,012	Europe	Blue	Hybrid	Manual	1.8	61,292	106,740	2,593	Low
M5	2,017	Asia	White	Petrol	Manual	3.7	36,933	74,900	3,521	Low
M5	2,023	Europe	Silver	Hybrid	Manual	2.4	193,308	54,348	1,417	Low
7 Series	2,012	Middle East	Grey	Electric	Automatic	4.7	153,621	42,699	814	Low
i3	2,022	South America	Blue	Hybrid	Automatic	1.9	125,829	34,778	1,166	Low
7 Series	2,013	Europe	Blue	Electric	Manual	4.5	198,955	100,176	233	Low
i3	2,017	Europe	Silver	Petrol	Manual	1.8	137,278	118,406	6,261	Low
M3	2,010	Europe	Blue	Electric	Automatic	1.6	72,369	71,644	9,616	High
X6	2,022	South America	Grey	Diesel	Automatic	2.3	150,521	92,037	3,690	Low
X3	2,022	Africa	Blue	Diesel	Automatic	2.7	85,366	40,559	5,298	Low
M5	2,015	Asia	White	Diesel	Automatic	3.7	161,404	114,199	5,838	Low
X6	2,010	Europe	Blue	Electric	Automatic	2	171,836	99,577	3,200	Low
5 Series	2,023	Middle East	Black	Petrol	Automatic	3	74,771	32,819	6,601	Low
X1	2,010	South America	Blue	Electric	Manual	2.2	140,234	50,786	1,754	Low
M5	2,023	Africa	Grey	Hybrid	Manual	4.5	74,177	33,645	7,795	High
X6	2,017	Asia	Grey	Hybrid	Automatic	1.7	89,707	83,879	3,036	Low
M5	2,020	Middle East	Silver	Diesel	Automatic	2.7	192,856	101,101	7,868	High
X1	2,013	North America	Grey	Hybrid	Automatic	3.7	36,494	84,585	4,423	Low
X6	2,021	Middle East	Grey	Electric	Automatic	4.7	184,310	60,452	9,870	High
X1	2,010	Africa	Red	Hybrid	Automatic	4.5	88,485	87,848	8,676	High
i3	2,019	North America	White	Hybrid	Manual	4.6	177,796	48,248	7,014	High
7 Series	2,016	Africa	Silver	Diesel	Automatic	1.7	51,470	72,853	8,351	High
3 Series	2,014	Africa	Red	Petrol	Automatic	4.4	186,329	42,600	5,783	Low
X6	2,014	South America	White	Electric	Automatic	4.2	191,498	97,876	6,323	Low
7 Series	2,010	South America	Silver	Electric	Manual	4.7	119,396	44,351	8,442	High
X5	2,023	South America	Grey	Petrol	Manual	2.6	25,980	104,120	3,123	Low
X5	2,019	North America	Grey	Electric	Manual	4.7	126,888	43,968	4,260	Low
i3	2,020	Europe	Blue	Electric	Automatic	2.9	136,549	105,256	1,436	Low
3 Series	2,015	Asia	Blue	Hybrid	Automatic	3.7	76,278	94,510	7,760	High
5 Series	2,023	Asia	Grey	Diesel	Automatic	3	131,402	114,319	3,374	Low
5 Series	2,018	Africa	White	Petrol	Manual	3	95,906	35,823	8,421	High
i3	2,018	Asia	Black	Diesel	Automatic	3.4	69,622	67,417	4,801	Low
X6	2,017	Asia	Black	Petrol	Manual	2.7	135,992	38,064	4,187	Low
X3	2,014	Middle East	White	Electric	Automatic	4.3	139,583	30,485	7,539	High
5 Series	2,010	Asia	Grey	Hybrid	Automatic	3.7	111,178	109,009	1,038	Low
3 Series	2,018	Africa	Silver	Petrol	Manual	3.9	46,568	34,431	1,214	Low
X5	2,010	Middle East	Red	Petrol	Automatic	2.3	166,816	72,555	7,809	High
5 Series	2,017	Europe	White	Diesel	Automatic	4.9	88,812	97,270	9,060	High
M3	2,014	South America	White	Petrol	Automatic	3.8	82,833	66,695	7,854	High
i3	2,012	Europe	Grey	Hybrid	Automatic	2.2	179,594	91,560	6,596	Low
3 Series	2,020	Africa	Grey	Petrol	Manual	4.1	93,998	68,224	384	Low
X1	2,016	Asia	Red	Electric	Automatic	2.1	83,037	108,917	6,463	Low
X3	2,016	Middle East	Silver	Hybrid	Automatic	1.7	316	66,624	4,928	Low
X6	2,018	Asia	Blue	Hybrid	Automatic	3.3	194,999	118,104	501	Low
5 Series	2,016	Middle East	Red	Electric	Automatic	3.4	74,775	78,451	4,334	Low
X1	2,022	Africa	Black	Electric	Automatic	2.2	173,760	53,478	3,069	Low
X3	2,020	South America	White	Electric	Automatic	2.7	85,834	83,522	5,912	Low
X6	2,023	Middle East	Black	Hybrid	Manual	4.8	56,581	57,250	463	Low
X3	2,012	Africa	Silver	Diesel	Automatic	2.5	20,555	35,450	5,920	Low
X3	2,020	Africa	Grey	Hybrid	Manual	2	100,178	45,402	6,010	Low
M3	2,022	North America	Black	Petrol	Automatic	5	197,568	60,815	7,917	High
X3	2,024	South America	Black	Hybrid	Automatic	2.6	167,156	119,304	6,716	Low
X6	2,023	Asia	Silver	Electric	Manual	3.9	79,841	58,666	9,850	High
X3	2,022	Africa	Black	Electric	Manual	2.3	130,229	107,281	2,961	Low
M5	2,010	Africa	Black	Petrol	Manual	3.4	176,829	53,831	5,405	Low
X1	2,017	Asia	Grey	Diesel	Manual	2.9	38,227	69,613	7,029	High
M3	2,021	Asia	Grey	Electric	Automatic	4.9	158,987	80,223	1,539	Low
X3	2,012	Asia	Silver	Petrol	Automatic	3	126,615	48,277	8,498	High
X6	2,021	Europe	Red	Diesel	Manual	3.5	10,719	106,775	5,361	Low
X6	2,017	Europe	Silver	Electric	Automatic	4.8	147,424	40,862	1,632	Low
i8	2,017	Europe	Red	Diesel	Automatic	5	73,211	96,558	2,149	Low
M3	2,022	Europe	Silver	Hybrid	Automatic	1.9	185,126	82,202	5,425	Low
i8	2,014	South America	Blue	Hybrid	Manual	4.4	105,289	110,164	6,782	Low
X5	2,022	Africa	Black	Petrol	Manual	2.8	176,789	114,775	3,669	Low
X6	2,021	Africa	Grey	Electric	Automatic	3.6	139,246	84,964	1,578	Low
M3	2,022	South America	White	Electric	Automatic	2.8	136,397	32,677	7,469	High
X6	2,010	Europe	Blue	Petrol	Automatic	2.9	3,587	57,347	937	Low
X1	2,022	Africa	Blue	Hybrid	Automatic	2.1	150,556	94,234	1,123	Low
i3	2,019	Middle East	Grey	Electric	Manual	3.5	143,406	56,929	2,779	Low
i3	2,016	Europe	Grey	Petrol	Automatic	3.4	66,150	34,706	3,558	Low
3 Series	2,021	North America	Black	Diesel	Manual	2.2	136,630	118,804	6,033	Low
i3	2,019	Africa	Red	Diesel	Manual	3.4	173,045	91,530	5,057	Low
M3	2,014	Asia	Silver	Petrol	Automatic	4.9	106,741	61,005	2,565	Low
i8	2,017	Middle East	Grey	Petrol	Manual	4	24,496	117,697	5,387	Low
X6	2,018	Europe	Black	Hybrid	Automatic	3.2	180,632	33,272	5,181	Low
i3	2,020	Asia	Silver	Petrol	Manual	4.7	10,924	59,048	1,945	Low
i3	2,023	South America	Grey	Diesel	Manual	3.5	104,952	108,097	8,213	High
M5	2,016	Africa	Red	Electric	Automatic	2	52,608	119,792	5,255	Low
X1	2,023	Africa	Blue	Diesel	Manual	3.4	17,861	84,643	4,966	Low
X5	2,022	Africa	Red	Electric	Automatic	2.1	133,477	45,155	8,230	High
X3	2,024	Middle East	Blue	Electric	Manual	4.2	60,059	42,005	8,079	High
X6	2,016	Asia	Blue	Diesel	Manual	4.9	117,128	56,543	2,047	Low
X5	2,010	Africa	Black	Diesel	Automatic	2.8	180,321	102,317	1,021	Low
M3	2,024	Middle East	Silver	Electric	Automatic	3	133,057	113,604	6,899	Low
i3	2,013	Europe	Blue	Hybrid	Automatic	3	194,197	68,982	7,811	High

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