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
5 Series	2,011	Middle East	Black	Petrol	Manual	2.6	31,137	65,615	6,927	Low
M5	2,011	Africa	Black	Petrol	Automatic	2.6	123,460	33,929	8,084	High
i8	2,020	Africa	Red	Electric	Manual	3.8	40,687	53,792	1,225	Low
3 Series	2,015	Asia	Red	Diesel	Automatic	3.2	100,921	75,737	8,278	High
5 Series	2,017	Africa	Silver	Diesel	Manual	4.2	146,211	91,427	8,103	High
7 Series	2,010	Asia	Grey	Petrol	Automatic	4	45,836	111,758	4,638	Low
X1	2,024	Asia	White	Electric	Manual	2.4	133,979	79,555	9,860	High
M5	2,020	South America	Red	Hybrid	Automatic	4.2	24,710	36,956	8,669	High
X5	2,015	Middle East	Black	Petrol	Automatic	4.5	141,368	103,640	1,918	Low
X3	2,021	Middle East	Grey	Electric	Automatic	3.6	76,569	30,241	2,254	Low
i3	2,011	Middle East	Silver	Hybrid	Automatic	4.7	161,632	102,169	8,137	High
X6	2,011	Asia	Black	Electric	Manual	4.2	136,502	96,487	3,422	Low
X5	2,016	South America	Red	Hybrid	Manual	3.6	116,246	83,903	1,421	Low
X3	2,019	North America	Red	Petrol	Automatic	4.7	132,964	80,220	942	Low
X6	2,010	Africa	Silver	Hybrid	Manual	3.6	64,183	48,350	528	Low
M3	2,015	Africa	Red	Petrol	Manual	3.3	18,585	58,840	4,864	Low
X3	2,023	Europe	Silver	Electric	Manual	2.7	113,267	85,595	5,604	Low
3 Series	2,016	Europe	Black	Electric	Manual	4.6	88,496	111,789	4,279	Low
X3	2,023	North America	Grey	Petrol	Manual	1.9	174,668	119,926	9,465	High
5 Series	2,017	Middle East	Red	Hybrid	Manual	3.2	62,913	119,785	1,766	Low
5 Series	2,016	South America	Grey	Petrol	Automatic	3.4	57,020	115,458	9,758	High
5 Series	2,015	North America	Black	Electric	Automatic	3.4	20,751	40,520	9,625	High
3 Series	2,018	South America	White	Hybrid	Manual	3.8	9,202	113,442	6,184	Low
i8	2,022	Middle East	Red	Hybrid	Manual	3.3	180,060	67,312	2,775	Low
7 Series	2,012	Africa	Grey	Hybrid	Automatic	2.4	19,039	89,368	6,723	Low
7 Series	2,020	Asia	Red	Electric	Manual	4.5	144,342	79,998	6,922	Low
3 Series	2,015	Africa	Silver	Diesel	Manual	3.8	137,521	66,277	1,515	Low
X6	2,013	Africa	Silver	Hybrid	Manual	4.5	188,014	43,631	1,507	Low
X1	2,011	Europe	Blue	Hybrid	Manual	2.5	192,387	105,966	9,974	High
X3	2,010	Asia	White	Hybrid	Automatic	3.7	3,055	117,566	2,120	Low
i3	2,021	Middle East	Red	Diesel	Manual	4	40,138	41,844	7,300	High
M5	2,021	North America	Blue	Hybrid	Manual	2.8	98,523	68,608	2,633	Low
i3	2,023	North America	Blue	Electric	Manual	4.3	158,859	93,452	6,492	Low
3 Series	2,010	Africa	Grey	Hybrid	Automatic	1.5	103,975	116,917	5,518	Low
3 Series	2,020	Europe	Black	Diesel	Automatic	3.6	27,604	42,444	1,554	Low
X5	2,019	Asia	Black	Electric	Automatic	3.6	32,503	84,169	7,274	High
X6	2,012	Africa	Red	Petrol	Manual	3.4	62,177	37,808	3,494	Low
i3	2,013	Europe	Red	Hybrid	Automatic	3.7	153,009	46,796	3,501	Low
X1	2,011	Asia	Black	Hybrid	Manual	2.1	98,101	115,902	6,732	Low
i3	2,022	Middle East	Silver	Electric	Manual	3.9	152,514	63,581	9,283	High
M5	2,021	Asia	Silver	Diesel	Automatic	2.7	15,910	64,212	8,155	High
3 Series	2,020	North America	Silver	Diesel	Manual	3.1	21,893	103,527	1,538	Low
i3	2,020	Middle East	Red	Hybrid	Automatic	2.7	128,320	110,969	4,754	Low
X5	2,023	South America	Red	Diesel	Manual	3.2	162,280	32,704	439	Low
3 Series	2,020	North America	Silver	Petrol	Manual	3.7	98,827	91,134	9,349	High
M5	2,010	Europe	Black	Electric	Automatic	4.4	15,334	43,937	6,738	Low
i3	2,013	Europe	Red	Electric	Automatic	3.2	138,493	36,072	1,391	Low
X6	2,024	Europe	Silver	Petrol	Manual	2.6	187,904	85,061	4,702	Low
7 Series	2,016	Middle East	Blue	Electric	Manual	3.2	19,539	96,120	1,733	Low
5 Series	2,019	Asia	Black	Diesel	Automatic	3.9	135,331	44,007	4,320	Low
X6	2,020	Europe	Red	Hybrid	Manual	2.7	100,005	116,792	7,548	High
X6	2,015	North America	Black	Hybrid	Manual	2.9	119,215	53,601	6,886	Low
i8	2,015	Asia	Blue	Diesel	Manual	3.5	150,446	60,790	7,179	High
M5	2,020	Africa	White	Diesel	Manual	2.5	121,340	76,392	5,925	Low
M3	2,018	South America	Grey	Petrol	Manual	2.2	129,713	84,580	7,350	High
3 Series	2,023	South America	Silver	Hybrid	Automatic	2	2,994	46,362	768	Low
M3	2,024	Asia	Blue	Hybrid	Manual	2.7	90,861	43,730	6,476	Low
X3	2,011	Middle East	Red	Hybrid	Automatic	1.7	44,717	55,712	4,271	Low
X3	2,013	South America	Silver	Petrol	Automatic	3.5	193,674	114,144	3,775	Low
X3	2,014	Asia	Blue	Petrol	Automatic	2.1	126,827	61,527	7,982	High
5 Series	2,010	Middle East	Red	Hybrid	Manual	2.8	142,775	111,586	1,748	Low
M3	2,017	Middle East	Blue	Diesel	Automatic	2.4	198,528	79,571	3,397	Low
M3	2,017	Africa	Blue	Electric	Automatic	3.7	121,373	54,737	5,391	Low
5 Series	2,015	South America	Black	Diesel	Manual	4.5	10,299	55,956	5,735	Low
X1	2,021	Europe	Red	Electric	Manual	3.7	187,304	87,012	9,921	High
X3	2,014	Asia	Grey	Diesel	Manual	3.4	7,347	82,092	2,261	Low
X1	2,017	Asia	Red	Hybrid	Automatic	3.8	57,293	35,792	1,233	Low
3 Series	2,012	Europe	Black	Diesel	Automatic	1.6	79,981	68,757	5,741	Low
X3	2,012	South America	White	Hybrid	Manual	1.9	21,789	106,623	8,595	High
7 Series	2,011	Asia	Grey	Petrol	Manual	1.8	40,139	37,413	6,249	Low
3 Series	2,014	South America	Grey	Electric	Automatic	1.8	32,115	36,385	1,729	Low
X1	2,012	Middle East	Grey	Petrol	Automatic	2.4	90,918	39,063	7,374	High
X3	2,012	Africa	Blue	Diesel	Manual	3.4	117,825	75,377	1,333	Low
X6	2,024	Middle East	Red	Electric	Manual	1.9	87,254	30,617	1,698	Low
M5	2,015	Middle East	Red	Hybrid	Manual	4.8	177,017	32,357	3,737	Low
7 Series	2,017	Asia	White	Diesel	Automatic	4.5	62,410	49,196	5,432	Low
3 Series	2,011	Europe	Grey	Electric	Manual	4.9	144,047	35,316	6,827	Low
X1	2,013	Asia	Black	Electric	Manual	1.6	140,556	61,567	2,480	Low
M3	2,020	Asia	Grey	Diesel	Manual	4.5	133,949	93,423	6,325	Low
X5	2,016	Africa	White	Petrol	Manual	4.3	100,881	94,621	4,749	Low
5 Series	2,010	Asia	Silver	Hybrid	Automatic	4.7	4,242	108,473	5,428	Low
3 Series	2,010	Europe	Black	Petrol	Automatic	3.3	79,002	88,321	1,517	Low
3 Series	2,021	North America	Red	Diesel	Manual	4.3	152,458	104,876	5,900	Low
X3	2,022	Europe	Red	Diesel	Automatic	1.7	104,948	111,970	8,016	High
X6	2,019	Asia	Silver	Hybrid	Manual	1.8	128,029	37,898	9,536	High
i3	2,016	South America	Black	Petrol	Automatic	1.9	78,464	55,472	5,358	Low
X5	2,023	Africa	Red	Electric	Automatic	4.7	119,943	99,400	366	Low
X5	2,016	North America	Silver	Electric	Manual	1.7	18,069	32,529	8,562	High
7 Series	2,010	Africa	Silver	Electric	Manual	1.9	145,555	67,397	2,666	Low
X3	2,010	Middle East	Blue	Electric	Manual	4.8	13,133	87,891	6,465	Low
7 Series	2,013	Middle East	Blue	Diesel	Manual	1.9	142,989	111,690	3,418	Low
X6	2,014	Europe	Grey	Petrol	Manual	4.5	142,159	32,285	2,598	Low
5 Series	2,014	North America	Blue	Petrol	Manual	4.3	145,190	46,860	1,225	Low
X5	2,013	North America	Red	Hybrid	Manual	1.6	54,139	119,907	5,727	Low
i8	2,017	Asia	White	Hybrid	Automatic	1.6	48,732	109,706	1,537	Low
5 Series	2,016	Africa	Red	Diesel	Automatic	3.4	142,629	115,327	9,353	High
3 Series	2,018	Africa	Red	Petrol	Automatic	5	193,841	47,543	9,006	High
i3	2,016	South America	Blue	Diesel	Manual	4.6	88,089	99,693	8,011	High
X6	2,024	South America	Silver	Diesel	Automatic	2.6	164,528	48,374	1,579	Low
X6	2,019	Europe	Black	Hybrid	Manual	2.9	33,891	81,234	386	Low

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