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	2,018	Africa	Blue	Hybrid	Manual	3.1	67,537	61,075	5,828	Low
X1	2,010	Asia	Black	Diesel	Automatic	4.5	126,758	66,083	8,926	High
i8	2,019	Asia	Black	Diesel	Automatic	4.8	161,154	48,085	3,620	Low
M5	2,018	Asia	White	Diesel	Manual	2.7	129,404	78,540	3,373	Low
7 Series	2,020	Middle East	Grey	Diesel	Manual	3.7	64,237	55,470	9,801	High
X5	2,020	Europe	Black	Electric	Manual	3.8	14,432	115,572	1,319	Low
M3	2,022	South America	Silver	Diesel	Manual	1.6	77,357	59,971	5,263	Low
X1	2,024	Middle East	Blue	Diesel	Automatic	3	114,870	114,411	9,876	High
X5	2,012	Middle East	Blue	Diesel	Manual	4.5	66,211	113,435	8,368	High
i8	2,011	North America	Grey	Hybrid	Automatic	4.8	122,811	82,718	582	Low
i8	2,015	Africa	Silver	Hybrid	Manual	4.6	56,867	60,609	2,831	Low
X3	2,020	Asia	Silver	Hybrid	Automatic	4.9	89,251	64,298	5,895	Low
7 Series	2,014	Middle East	White	Diesel	Manual	3.8	82,094	79,952	5,940	Low
i3	2,024	Africa	Silver	Hybrid	Automatic	2.3	31,113	76,269	2,314	Low
M3	2,013	Asia	Silver	Hybrid	Automatic	3.5	26,389	67,621	1,771	Low
X1	2,013	Middle East	Red	Electric	Automatic	3	77,475	91,408	5,743	Low
7 Series	2,017	Asia	Silver	Hybrid	Manual	2.4	189,037	75,625	7,874	High
X1	2,019	Asia	Red	Petrol	Automatic	4.2	72,204	35,283	4,869	Low
7 Series	2,022	North America	Red	Diesel	Automatic	3.7	156,321	78,008	2,652	Low
X5	2,012	North America	Silver	Diesel	Automatic	4.3	190,159	36,804	3,615	Low
5 Series	2,022	South America	Grey	Petrol	Manual	2.4	157,146	116,111	8,049	High
X5	2,010	Asia	Black	Electric	Automatic	4.7	48,789	59,018	4,820	Low
i3	2,014	North America	Silver	Petrol	Automatic	2.3	4,527	43,805	3,756	Low
X3	2,017	Middle East	Red	Hybrid	Manual	3.6	132,934	77,951	9,134	High
M3	2,012	Europe	Silver	Electric	Automatic	1.7	31,030	48,347	5,571	Low
M5	2,011	North America	Grey	Petrol	Automatic	3.4	160,423	57,422	8,410	High
M5	2,010	South America	White	Petrol	Manual	1.8	68,739	78,160	3,945	Low
X5	2,022	Africa	Grey	Diesel	Automatic	2.7	36,685	70,697	5,769	Low
7 Series	2,013	South America	Grey	Hybrid	Manual	4.5	178,986	40,523	4,058	Low
i3	2,020	Middle East	Silver	Electric	Manual	4.6	93,048	31,302	4,232	Low
3 Series	2,011	South America	Red	Electric	Manual	4.2	9,024	114,535	4,770	Low
i8	2,023	South America	Blue	Petrol	Automatic	2.8	158,673	36,311	7,483	High
X5	2,017	Africa	Grey	Diesel	Automatic	3.5	18,306	83,269	2,459	Low
X5	2,020	Africa	Blue	Electric	Manual	2.3	79,799	101,666	6,721	Low
X6	2,022	Asia	White	Diesel	Automatic	3.9	191,188	98,473	1,478	Low
X5	2,024	Europe	Blue	Hybrid	Automatic	2.7	147,532	39,930	9,946	High
i8	2,019	North America	Silver	Hybrid	Automatic	2.3	167,662	76,294	3,464	Low
7 Series	2,021	Middle East	Red	Diesel	Automatic	3.5	11,674	36,201	627	Low
M5	2,018	Asia	Silver	Hybrid	Automatic	1.9	177,723	58,310	8,070	High
X3	2,022	Asia	Blue	Hybrid	Automatic	3.9	16,834	85,507	6,635	Low
X3	2,019	Middle East	Grey	Electric	Manual	2.2	37,828	58,800	4,777	Low
M3	2,010	Middle East	Red	Hybrid	Manual	3.4	83,197	102,657	5,792	Low
X3	2,024	Europe	Black	Electric	Automatic	2.9	142,840	35,617	7,934	High
5 Series	2,011	Europe	Silver	Electric	Automatic	3.5	11,940	40,327	5,172	Low
X3	2,015	North America	Black	Diesel	Automatic	2.4	36,735	67,462	2,138	Low
X6	2,022	Europe	White	Electric	Automatic	2.6	78,076	88,215	8,655	High
7 Series	2,019	Europe	Grey	Petrol	Manual	2	84,581	77,147	8,883	High
7 Series	2,021	South America	Red	Electric	Manual	4.2	82,881	86,307	6,197	Low
M3	2,016	Asia	Red	Diesel	Manual	1.7	25,309	41,935	7,180	High
X3	2,011	Middle East	Silver	Electric	Manual	2.8	173,338	67,946	2,487	Low
i8	2,017	Asia	Grey	Petrol	Automatic	3.1	85,068	109,862	9,675	High
X6	2,022	Asia	White	Electric	Automatic	2.2	104,452	79,395	4,797	Low
X5	2,019	South America	Black	Petrol	Automatic	2.8	9,523	44,108	4,922	Low
3 Series	2,018	South America	Blue	Diesel	Automatic	3	76,473	105,480	5,712	Low
i3	2,017	Europe	Blue	Diesel	Automatic	2.3	97,816	78,978	3,873	Low
M3	2,018	Middle East	White	Diesel	Automatic	3.7	122,103	30,340	1,545	Low
7 Series	2,024	Europe	Red	Electric	Manual	1.6	77,914	52,518	6,241	Low
5 Series	2,015	Middle East	White	Electric	Manual	2.2	164,669	104,967	606	Low
i8	2,020	Europe	Grey	Petrol	Manual	3.7	143,791	34,901	8,284	High
X5	2,016	Africa	Silver	Electric	Automatic	3.7	168,518	81,751	3,310	Low
X5	2,015	Africa	Silver	Electric	Manual	2.4	79,795	91,580	3,362	Low
X6	2,016	Asia	Grey	Petrol	Automatic	3.9	73,706	66,225	6,110	Low
X5	2,012	South America	White	Petrol	Manual	3.1	164,418	59,248	4,527	Low
M3	2,013	Africa	Red	Hybrid	Manual	3.3	75,918	30,545	3,957	Low
5 Series	2,018	South America	Black	Diesel	Automatic	2.7	107,984	80,195	9,383	High
X6	2,012	North America	White	Petrol	Automatic	4.9	137,154	82,992	2,921	Low
M5	2,011	Africa	Black	Diesel	Manual	4.1	190,780	63,469	352	Low
5 Series	2,021	Asia	White	Diesel	Automatic	2.4	93,889	110,625	997	Low
M5	2,022	Asia	Black	Diesel	Manual	2.3	19,565	89,987	473	Low
X5	2,020	Asia	Black	Electric	Manual	4.2	68,804	103,041	3,766	Low
5 Series	2,016	Asia	Grey	Electric	Automatic	2.9	53,731	71,127	9,674	High
M3	2,015	South America	Silver	Hybrid	Automatic	1.8	174,206	102,157	7,654	High
M5	2,012	South America	Grey	Hybrid	Automatic	1.6	42,648	78,529	5,788	Low
7 Series	2,015	Africa	Blue	Petrol	Automatic	2.9	116,970	118,289	3,969	Low
X6	2,024	South America	Red	Hybrid	Manual	3	12,504	65,294	9,587	High
i3	2,016	Asia	Red	Petrol	Automatic	4	158,273	77,836	4,304	Low
i8	2,015	Middle East	Grey	Diesel	Automatic	3.5	72,769	34,108	5,593	Low
3 Series	2,010	Middle East	Black	Electric	Automatic	4.2	103,049	119,955	6,186	Low
M5	2,021	Europe	Grey	Diesel	Automatic	2.6	140,081	51,424	5,242	Low
i3	2,023	Europe	Red	Electric	Automatic	3.7	23,792	109,392	2,493	Low
X1	2,010	Asia	Grey	Hybrid	Automatic	4.6	108,357	61,328	5,771	Low
X3	2,018	Europe	Grey	Hybrid	Manual	1.7	139,658	75,489	506	Low
M3	2,015	Middle East	White	Electric	Manual	4	35,696	74,690	1,912	Low
M5	2,021	North America	Grey	Electric	Manual	4	29,853	87,087	7,262	High
3 Series	2,011	Middle East	Grey	Electric	Manual	4.3	187,860	46,687	3,794	Low
5 Series	2,024	Europe	Grey	Diesel	Manual	2.4	198,691	99,269	6,406	Low
5 Series	2,020	Africa	Blue	Diesel	Automatic	3	103,724	80,163	3,729	Low
i8	2,010	South America	White	Diesel	Automatic	2.3	13,536	107,463	3,555	Low
X5	2,020	Europe	Red	Hybrid	Manual	2.6	61,210	81,744	9,501	High
5 Series	2,021	Asia	Silver	Hybrid	Automatic	4.9	159,998	42,225	2,129	Low
X5	2,011	Africa	Grey	Hybrid	Automatic	3.1	166,199	57,974	228	Low
X6	2,017	Europe	Red	Diesel	Manual	4.5	171,940	45,901	713	Low
i3	2,014	Africa	Blue	Diesel	Automatic	4.3	45,094	104,915	9,546	High
3 Series	2,016	North America	Silver	Electric	Manual	3.1	103,755	111,670	4,296	Low
X5	2,016	Europe	White	Petrol	Automatic	5	145,326	62,712	7,696	High
X1	2,011	Africa	Grey	Petrol	Manual	4.4	105,154	100,487	6,672	Low
X5	2,013	North America	Red	Diesel	Automatic	3.2	8,757	102,570	8,631	High
X3	2,011	Asia	Black	Diesel	Automatic	2.6	77,482	31,066	2,193	Low
5 Series	2,016	Africa	Red	Petrol	Manual	1.8	48,371	49,323	7,350	High
X5	2,014	North America	Grey	Diesel	Manual	3.1	163,979	73,434	3,162	Low

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