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
i8	2,012	South America	Silver	Electric	Automatic	2.7	192,913	84,108	7,156	High
5 Series	2,014	Africa	Silver	Electric	Manual	3.9	148,583	86,162	7,394	High
X1	2,019	South America	White	Electric	Manual	3.7	130,065	92,998	6,481	Low
5 Series	2,016	North America	Silver	Electric	Manual	2.7	129,435	92,981	4,938	Low
M5	2,016	South America	White	Diesel	Manual	4.9	51,483	56,755	3,230	Low
M3	2,018	South America	Red	Petrol	Manual	2.7	113,085	42,221	1,433	Low
M5	2,017	Middle East	White	Electric	Manual	3.7	178,893	75,696	6,117	Low
3 Series	2,013	South America	Red	Electric	Manual	2.8	4,036	47,098	2,746	Low
3 Series	2,024	Europe	Black	Hybrid	Automatic	1.5	175,121	108,512	4,534	Low
i8	2,014	Middle East	Grey	Diesel	Automatic	1.8	61,190	105,567	1,608	Low
i8	2,014	Europe	Black	Electric	Manual	2.3	165,585	119,656	2,146	Low
i8	2,019	North America	Grey	Petrol	Manual	4.3	47,506	50,872	1,048	Low
X5	2,021	South America	White	Hybrid	Manual	3	180,082	94,118	6,737	Low
X3	2,011	Middle East	Black	Hybrid	Automatic	3.6	141,263	58,821	8,937	High
X5	2,021	South America	White	Diesel	Automatic	4.8	6,397	54,207	9,116	High
i8	2,016	Europe	Grey	Petrol	Automatic	2	654	30,657	7,525	High
i8	2,016	Africa	Red	Electric	Manual	4.5	196,511	62,105	8,286	High
M5	2,018	Africa	Black	Electric	Automatic	2.8	144,298	50,842	6,021	Low
X1	2,022	South America	Grey	Electric	Automatic	2.7	196,097	48,846	4,514	Low
X5	2,018	Europe	Red	Petrol	Automatic	3.7	113,756	38,976	7,486	High
i3	2,013	Asia	Grey	Hybrid	Automatic	4.6	153,574	111,825	7,135	High
M5	2,014	Europe	White	Petrol	Automatic	2.7	55,897	40,666	8,756	High
X1	2,016	North America	Silver	Electric	Manual	4.2	56,596	52,006	7,685	High
X1	2,019	Europe	Grey	Electric	Manual	1.6	148,320	71,637	3,600	Low
M5	2,024	Africa	Silver	Electric	Automatic	3.7	135,332	44,202	643	Low
M5	2,016	Asia	Red	Petrol	Manual	3.7	47,502	52,119	808	Low
7 Series	2,020	Middle East	Black	Petrol	Manual	3.4	84,508	58,992	2,328	Low
5 Series	2,019	South America	Silver	Hybrid	Manual	4.8	124,370	79,241	8,013	High
7 Series	2,020	Middle East	White	Electric	Manual	4.8	89,758	69,485	3,511	Low
X6	2,017	South America	Black	Petrol	Automatic	2.7	152,614	86,635	9,734	High
M3	2,017	Europe	Blue	Diesel	Manual	3.1	96,894	88,478	7,015	High
i8	2,011	Europe	Silver	Electric	Automatic	4.3	154,553	30,574	367	Low
X6	2,021	South America	Grey	Electric	Automatic	4.5	130,800	50,904	5,694	Low
X1	2,018	Africa	Red	Electric	Automatic	3	40,102	32,536	8,479	High
3 Series	2,020	Africa	Grey	Petrol	Manual	2.7	81,623	78,263	789	Low
3 Series	2,013	Africa	Red	Diesel	Manual	4.4	74,738	101,014	8,395	High
M3	2,010	Asia	Silver	Hybrid	Manual	2.8	182,030	116,894	6,328	Low
X5	2,010	Europe	Silver	Diesel	Automatic	2.9	24,568	79,639	7,171	High
5 Series	2,014	North America	Red	Diesel	Automatic	2	71,479	84,473	1,529	Low
X1	2,016	South America	Silver	Hybrid	Manual	3.4	75,263	86,689	8,817	High
M3	2,014	North America	Blue	Hybrid	Manual	2.6	108,317	60,649	2,520	Low
X6	2,024	Europe	White	Electric	Automatic	3.6	190,744	55,068	1,909	Low
7 Series	2,022	Asia	Grey	Petrol	Automatic	3.1	108,078	92,897	613	Low
X6	2,012	Europe	White	Electric	Automatic	4.1	11,600	77,805	9,266	High
X5	2,020	Africa	Silver	Hybrid	Manual	2.5	50,871	48,953	387	Low
i3	2,016	Africa	White	Diesel	Automatic	2.1	173,020	91,491	5,504	Low
X6	2,010	Middle East	Black	Petrol	Automatic	4	105,880	68,951	5,454	Low
i3	2,020	Europe	Blue	Diesel	Automatic	2.8	109,997	91,769	4,022	Low
X6	2,010	Africa	Blue	Hybrid	Automatic	3.5	29,570	94,378	1,964	Low
3 Series	2,021	North America	Silver	Petrol	Manual	4.8	132,979	64,876	9,502	High
5 Series	2,011	North America	White	Petrol	Automatic	3.2	180,643	106,531	5,746	Low
i3	2,010	Europe	Grey	Electric	Automatic	2	111,989	30,624	7,715	High
X1	2,018	North America	Silver	Petrol	Manual	3	199,940	43,486	6,348	Low
X5	2,013	South America	Red	Electric	Manual	3.2	191,783	77,387	9,513	High
3 Series	2,016	Europe	Silver	Electric	Manual	4.2	113,094	93,853	3,462	Low
M3	2,014	Europe	Blue	Hybrid	Manual	2.2	71,450	39,429	7,211	High
i3	2,023	North America	Black	Electric	Manual	2.7	49,643	36,932	6,248	Low
X3	2,016	Asia	Red	Petrol	Manual	1.7	139,067	38,561	845	Low
X3	2,022	Middle East	Silver	Diesel	Automatic	4	109,133	91,544	3,869	Low
X1	2,022	Asia	Red	Electric	Automatic	4.1	66,638	113,348	5,476	Low
i3	2,024	Middle East	White	Diesel	Manual	3.1	166,318	40,020	7,456	High
5 Series	2,016	North America	White	Petrol	Manual	3.4	60,889	68,190	4,982	Low
i3	2,010	Asia	Grey	Hybrid	Manual	4.1	27,819	64,878	1,536	Low
X1	2,010	North America	Red	Diesel	Automatic	2.4	97,140	51,738	8,854	High
7 Series	2,020	Asia	Grey	Hybrid	Manual	3.6	184,628	65,214	6,928	Low
7 Series	2,012	Asia	White	Petrol	Manual	4.9	81,777	71,659	6,438	Low
5 Series	2,019	North America	Grey	Hybrid	Manual	3.8	151,300	95,937	880	Low
i3	2,011	Europe	Blue	Electric	Manual	1.8	167,462	80,086	7,967	High
X3	2,023	Europe	Red	Diesel	Automatic	2.5	90,772	74,932	6,481	Low
7 Series	2,016	North America	Blue	Hybrid	Automatic	3.3	48,440	77,603	7,386	High
3 Series	2,012	North America	Blue	Hybrid	Automatic	1.8	182,900	59,172	2,982	Low
X6	2,016	Middle East	Black	Petrol	Manual	3.9	177,585	93,549	8,764	High
M5	2,018	Europe	Grey	Diesel	Manual	3.8	121,767	100,356	4,242	Low
i8	2,021	South America	Black	Hybrid	Automatic	4.6	130,348	64,870	8,176	High
7 Series	2,020	South America	Grey	Hybrid	Automatic	3.2	48,342	57,631	4,854	Low
M5	2,010	Europe	White	Electric	Automatic	3.9	171,415	72,907	8,159	High
X6	2,024	Middle East	Black	Hybrid	Automatic	2.1	122,254	87,771	7,623	High
5 Series	2,012	North America	Grey	Electric	Automatic	1.5	62,620	76,351	9,424	High
7 Series	2,022	Middle East	Red	Hybrid	Manual	2.1	70,756	88,932	2,445	Low
X3	2,020	Asia	Grey	Petrol	Manual	1.7	114,850	117,094	5,042	Low
5 Series	2,024	North America	Silver	Electric	Automatic	3	50,456	92,880	5,623	Low
X6	2,024	Middle East	Red	Electric	Manual	3.1	64,820	57,088	6,147	Low
5 Series	2,015	Middle East	White	Petrol	Automatic	3.8	78,262	84,326	7,799	High
i3	2,024	Middle East	White	Diesel	Automatic	2	199,931	68,545	1,061	Low
3 Series	2,022	Africa	Silver	Hybrid	Manual	2.3	10,926	75,827	7,148	High
X5	2,018	Asia	Red	Electric	Manual	4.3	161,787	113,349	5,304	Low
i8	2,014	North America	Blue	Hybrid	Manual	3.5	127,107	72,632	898	Low
X1	2,012	Middle East	Silver	Electric	Automatic	1.6	18,805	119,606	2,405	Low
3 Series	2,017	Africa	Blue	Electric	Manual	4.5	89,891	77,671	5,401	Low
X5	2,022	Europe	Grey	Diesel	Automatic	3.7	116,609	106,573	7,264	High
X5	2,023	North America	Red	Hybrid	Automatic	2.2	128,248	87,874	9,015	High
3 Series	2,021	Asia	White	Diesel	Automatic	2.4	26,127	60,139	3,548	Low
3 Series	2,014	Asia	Blue	Electric	Manual	3.4	44,877	112,020	4,080	Low
X1	2,024	Middle East	Black	Diesel	Manual	3.5	198,291	36,267	2,804	Low
M3	2,015	Africa	Grey	Electric	Manual	4.3	188,021	119,015	6,609	Low
M5	2,022	North America	Red	Diesel	Automatic	2.8	69,394	88,137	7,555	High
7 Series	2,011	Africa	White	Hybrid	Automatic	3.4	112,692	70,903	8,356	High
X6	2,013	Europe	Grey	Electric	Manual	3.5	186,771	102,421	3,159	Low
X3	2,010	South America	Red	Diesel	Automatic	3.5	175,980	105,554	7,836	High
X3	2,024	Africa	Blue	Hybrid	Manual	1.8	112,502	115,168	335	Low

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