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
7 Series	2,023	Middle East	White	Hybrid	Automatic	3.7	74,242	55,350	277	Low
M5	2,024	Europe	Grey	Electric	Manual	2.7	109,045	39,351	9,892	High
3 Series	2,011	North America	Grey	Petrol	Manual	3	9,765	68,230	2,622	Low
3 Series	2,022	Asia	White	Electric	Manual	3	53,093	76,022	8,643	High
3 Series	2,012	South America	Blue	Hybrid	Manual	4.8	166,174	52,428	2,403	Low
i3	2,021	South America	Red	Diesel	Manual	1.7	34,119	116,386	3,319	Low
X1	2,018	Europe	Grey	Electric	Manual	2.2	16,408	48,761	4,913	Low
X1	2,013	Africa	Red	Diesel	Automatic	3.6	170,779	80,769	1,122	Low
M5	2,013	North America	Black	Diesel	Automatic	4.6	29,174	98,016	4,448	Low
X6	2,012	Africa	White	Electric	Automatic	4.7	131,544	107,101	7,968	High
X1	2,014	Asia	White	Petrol	Manual	3.5	45,308	93,675	4,507	Low
i3	2,012	South America	Black	Hybrid	Automatic	1.6	85,327	42,946	2,350	Low
3 Series	2,018	Africa	Blue	Hybrid	Manual	2.8	56,441	51,785	8,914	High
i8	2,024	Africa	Grey	Diesel	Automatic	4.7	112,572	74,515	9,577	High
i8	2,012	North America	Black	Hybrid	Manual	3.2	184,706	88,746	8,898	High
7 Series	2,011	South America	Blue	Diesel	Automatic	4	95,082	85,814	3,783	Low
i8	2,021	Africa	White	Hybrid	Manual	2.4	9,263	104,646	292	Low
M5	2,014	South America	Grey	Hybrid	Manual	1.6	119,652	41,770	3,656	Low
M3	2,015	Africa	Black	Diesel	Automatic	3.5	149,133	87,158	415	Low
M3	2,010	Africa	Grey	Diesel	Automatic	4.4	41,129	90,534	8,044	High
7 Series	2,023	Middle East	Grey	Hybrid	Automatic	5	74,358	72,244	5,502	Low
X1	2,021	South America	Black	Diesel	Manual	4.5	128,688	59,037	4,767	Low
i3	2,020	Europe	Silver	Hybrid	Manual	3.4	65,191	79,360	2,129	Low
i8	2,015	Middle East	Black	Diesel	Manual	3.6	119,745	114,255	6,130	Low
7 Series	2,019	North America	Silver	Hybrid	Automatic	4.4	69,372	66,544	5,266	Low
3 Series	2,012	Africa	Silver	Electric	Automatic	1.6	96,170	98,209	1,857	Low
X6	2,013	Africa	White	Petrol	Automatic	4.8	163,006	107,310	171	Low
X5	2,015	South America	Silver	Electric	Manual	3.4	53,478	80,235	2,235	Low
7 Series	2,017	North America	Red	Diesel	Manual	4.8	4,042	43,766	2,561	Low
5 Series	2,024	South America	Grey	Petrol	Automatic	4.2	115,034	75,775	4,598	Low
5 Series	2,018	Asia	White	Petrol	Manual	2	12,949	52,128	5,083	Low
M3	2,015	Asia	Red	Petrol	Manual	2.1	15,693	103,310	4,402	Low
X1	2,016	Asia	Silver	Diesel	Manual	2.7	11,574	60,564	7,375	High
i8	2,024	Europe	White	Electric	Manual	2.4	77,624	47,058	5,477	Low
X3	2,023	South America	White	Petrol	Automatic	3	165,303	35,473	272	Low
7 Series	2,014	South America	Silver	Diesel	Automatic	3.6	87,974	36,798	7,549	High
X3	2,023	Asia	Silver	Petrol	Manual	3	117,121	54,891	5,267	Low
i3	2,021	North America	Silver	Diesel	Manual	1.7	135,325	72,217	1,772	Low
X6	2,024	Europe	White	Hybrid	Manual	4.9	140,572	60,289	6,822	Low
M5	2,018	Africa	Blue	Electric	Manual	3	141,926	65,429	7,180	High
M5	2,013	Middle East	Blue	Hybrid	Manual	4.5	2,938	104,718	3,887	Low
M3	2,019	Africa	Black	Electric	Automatic	1.8	83,953	115,477	7,036	High
X1	2,020	Asia	Blue	Diesel	Automatic	4.3	55,807	92,476	2,937	Low
i8	2,015	Europe	Grey	Electric	Automatic	2.1	11,603	48,163	2,224	Low
X1	2,014	Africa	Grey	Diesel	Manual	3.9	180,831	43,001	2,526	Low
i8	2,010	Asia	Red	Diesel	Manual	3.8	190,917	108,582	8,705	High
M3	2,014	South America	Black	Petrol	Automatic	4.7	194,002	87,721	3,807	Low
5 Series	2,022	South America	Silver	Electric	Manual	2.6	164,687	99,537	1,413	Low
X1	2,014	South America	Black	Electric	Manual	1.9	107,469	119,007	8,213	High
M3	2,023	South America	Silver	Diesel	Manual	4.5	77,833	31,723	1,085	Low
i8	2,018	South America	Blue	Electric	Manual	2.7	27,020	74,727	4,511	Low
X3	2,010	Africa	Black	Electric	Manual	2.3	16,735	63,505	8,679	High
X6	2,024	South America	Black	Diesel	Automatic	3.2	24,797	113,404	5,567	Low
X3	2,014	North America	Black	Hybrid	Automatic	2	94,405	119,695	7,012	High
X3	2,024	Asia	White	Hybrid	Manual	2.5	45,516	36,472	8,306	High
i8	2,016	Africa	Grey	Electric	Manual	2.8	190	32,273	3,812	Low
X1	2,020	North America	Grey	Diesel	Manual	2.5	89,041	41,827	6,826	Low
X5	2,015	Africa	White	Hybrid	Automatic	3.1	160,593	69,967	1,975	Low
M5	2,015	Africa	Blue	Hybrid	Automatic	2.8	51,926	85,870	4,868	Low
i8	2,021	Asia	Grey	Hybrid	Automatic	4.2	127,203	93,680	8,193	High
i3	2,016	South America	Black	Electric	Manual	4.7	13,488	47,449	8,380	High
X1	2,015	South America	Red	Diesel	Automatic	1.9	30,104	73,439	7,809	High
M5	2,014	Africa	Grey	Diesel	Automatic	4.4	103,947	60,032	7,482	High
X1	2,019	South America	Red	Hybrid	Automatic	4.8	190,203	88,723	9,183	High
i8	2,014	Europe	Red	Electric	Manual	3.9	23,721	47,778	3,313	Low
3 Series	2,018	South America	Grey	Petrol	Automatic	5	103,323	62,042	1,686	Low
X6	2,023	South America	Black	Hybrid	Automatic	2.7	131,070	103,288	5,935	Low
X6	2,017	Middle East	Black	Diesel	Automatic	4.4	28,469	40,173	8,388	High
i8	2,023	Europe	Grey	Petrol	Automatic	3.9	9,562	63,921	379	Low
7 Series	2,021	Europe	Blue	Electric	Manual	2.6	144,332	47,661	367	Low
M5	2,024	Africa	Black	Petrol	Manual	4	186,831	51,146	6,925	Low
X3	2,019	South America	Grey	Electric	Automatic	3.3	87,827	77,351	3,904	Low
M5	2,023	Europe	Silver	Hybrid	Automatic	2.2	95,994	52,597	9,221	High
3 Series	2,013	North America	Black	Electric	Manual	2.1	85,280	64,944	4,850	Low
X3	2,013	Africa	Red	Petrol	Manual	4	57,030	43,265	2,892	Low
X5	2,019	South America	Grey	Electric	Manual	4	98,531	67,179	3,799	Low
M3	2,014	North America	Black	Petrol	Automatic	3.4	26,091	54,421	3,397	Low
X3	2,022	Middle East	Black	Electric	Manual	3.3	194,952	31,458	4,127	Low
X3	2,022	South America	Silver	Hybrid	Manual	2.1	131,187	80,816	531	Low
5 Series	2,012	South America	Black	Diesel	Automatic	3	39,256	107,495	4,085	Low
X6	2,024	North America	Black	Diesel	Automatic	4.5	31,008	95,837	8,208	High
X5	2,017	Africa	Black	Petrol	Manual	4.5	27,177	31,920	5,428	Low
i8	2,016	Middle East	Grey	Diesel	Automatic	3.8	145,262	43,885	4,894	Low
5 Series	2,014	Africa	Red	Electric	Automatic	5	109,395	48,814	6,971	Low
X1	2,019	Africa	Red	Petrol	Automatic	4.6	174,305	89,258	3,345	Low
X1	2,012	Asia	Silver	Hybrid	Automatic	2	117,050	51,499	2,079	Low
X3	2,024	Middle East	White	Hybrid	Automatic	2.9	18,421	37,056	9,840	High
X1	2,014	North America	White	Electric	Automatic	2	122,554	99,640	8,421	High
5 Series	2,012	North America	Silver	Petrol	Manual	3.1	191,000	58,202	7,337	High
5 Series	2,019	Asia	White	Electric	Manual	4.2	194,155	61,782	5,245	Low
i8	2,014	Middle East	Blue	Petrol	Automatic	2	78,798	74,552	7,037	High
M5	2,010	Middle East	Red	Hybrid	Manual	4.6	49,562	48,954	2,909	Low
5 Series	2,015	Africa	Red	Diesel	Manual	3.5	195,057	58,938	4,206	Low
7 Series	2,019	North America	Red	Petrol	Manual	4.1	88,544	109,330	8,540	High
7 Series	2,013	North America	White	Hybrid	Manual	1.7	116,958	109,495	4,333	Low
i8	2,013	Europe	Black	Diesel	Manual	1.8	177,806	105,189	1,675	Low
5 Series	2,017	Africa	Blue	Petrol	Manual	3.7	22,604	102,900	5,681	Low
X6	2,011	North America	Blue	Diesel	Manual	4.4	15,312	39,572	1,656	Low
M5	2,013	North America	Black	Electric	Manual	4.6	129,233	78,985	6,898	Low
3 Series	2,024	Middle East	Red	Electric	Automatic	3.9	140,639	51,921	6,270	Low

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