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	2,020	South America	Grey	Diesel	Manual	4.1	84,873	39,265	4,373	Low
5 Series	2,021	Africa	Black	Electric	Manual	2.9	82,562	66,498	1,081	Low
X6	2,013	North America	Black	Hybrid	Automatic	4.6	32,510	58,856	1,709	Low
3 Series	2,018	Middle East	Blue	Electric	Automatic	4.8	41,899	94,837	5,545	Low
X1	2,023	North America	Silver	Hybrid	Manual	2.2	73,743	52,423	8,614	High
X6	2,019	Asia	Black	Diesel	Manual	4.7	175,653	106,824	7,973	High
3 Series	2,018	Europe	Black	Electric	Automatic	4	141,502	49,966	7,969	High
X3	2,016	Europe	Red	Electric	Manual	4.6	60,549	56,277	2,156	Low
i3	2,023	North America	Grey	Petrol	Manual	3	76,570	44,500	3,672	Low
i3	2,024	Europe	Grey	Petrol	Automatic	3.8	5,318	86,663	9,486	High
3 Series	2,019	Africa	Silver	Hybrid	Manual	2.3	192,567	103,019	9,306	High
X1	2,024	Europe	Silver	Diesel	Manual	4.1	97,393	103,723	1,321	Low
M3	2,013	North America	Grey	Hybrid	Manual	3.5	66,702	55,504	4,418	Low
3 Series	2,017	Asia	Grey	Diesel	Automatic	3.2	74,592	38,611	9,358	High
M3	2,019	Europe	White	Petrol	Manual	3.9	1,559	30,217	8,607	High
5 Series	2,012	Africa	Red	Petrol	Manual	3.4	152,246	111,849	1,118	Low
i8	2,012	North America	Grey	Diesel	Manual	4.2	25,623	85,322	4,245	Low
M3	2,021	Middle East	Silver	Hybrid	Manual	4.5	77,330	38,161	5,883	Low
i8	2,016	Africa	Grey	Petrol	Automatic	4.3	161,435	83,305	7,128	High
X1	2,022	North America	White	Diesel	Manual	2.6	111,222	104,980	6,026	Low
3 Series	2,020	Europe	Black	Hybrid	Automatic	4.9	78,701	111,943	8,450	High
X3	2,021	Africa	Red	Hybrid	Manual	3.8	151,619	39,753	6,730	Low
i3	2,018	Europe	White	Hybrid	Manual	2.6	17,002	85,801	4,921	Low
X5	2,022	South America	White	Diesel	Automatic	1.6	116,271	54,886	4,375	Low
i8	2,020	South America	Black	Petrol	Automatic	5	144,856	81,965	2,117	Low
M3	2,013	South America	Blue	Electric	Manual	3.6	186,062	82,997	5,413	Low
5 Series	2,013	Europe	Silver	Hybrid	Manual	2.3	113,271	57,255	2,407	Low
X1	2,010	Africa	Silver	Hybrid	Manual	3.2	147,940	48,471	9,218	High
M5	2,010	Middle East	White	Diesel	Manual	2.9	182,849	64,688	5,753	Low
M3	2,022	Europe	Red	Petrol	Manual	4.8	43,988	38,126	9,999	High
3 Series	2,023	North America	Red	Diesel	Manual	3.2	8,907	90,584	4,494	Low
X1	2,012	South America	Black	Hybrid	Manual	3.2	171,827	48,009	8,982	High
X1	2,021	Middle East	Blue	Hybrid	Manual	4.3	181,195	119,139	3,861	Low
M3	2,022	Europe	Red	Diesel	Automatic	2.9	90,952	37,533	273	Low
i3	2,016	Asia	Grey	Electric	Manual	2.2	132,881	44,646	9,033	High
X1	2,022	Asia	Black	Petrol	Automatic	4.2	39,142	57,873	4,581	Low
X1	2,024	South America	Red	Petrol	Automatic	4.7	123,256	60,552	6,797	Low
i8	2,018	Asia	Black	Hybrid	Automatic	1.7	134,592	78,233	495	Low
M5	2,013	Asia	Red	Diesel	Manual	4.5	139,701	71,721	3,783	Low
M3	2,011	Europe	Grey	Hybrid	Automatic	3	188,199	117,457	917	Low
7 Series	2,015	Middle East	Blue	Electric	Automatic	2.5	145,314	102,860	5,998	Low
X6	2,015	North America	White	Electric	Manual	1.6	94,291	37,028	7,130	High
5 Series	2,018	Africa	White	Hybrid	Automatic	2.2	156,435	33,059	1,792	Low
3 Series	2,024	South America	Black	Electric	Manual	2.7	129,502	79,400	6,565	Low
i8	2,013	Middle East	Grey	Petrol	Automatic	1.7	110,394	93,380	8,575	High
X3	2,017	Europe	White	Electric	Automatic	2.2	14,293	67,755	6,125	Low
5 Series	2,022	Asia	Silver	Petrol	Manual	4.1	46,328	59,191	5,519	Low
M3	2,023	Middle East	Blue	Petrol	Automatic	3.9	182,667	35,489	7,009	High
X6	2,022	South America	Blue	Diesel	Automatic	4.2	198,341	32,572	1,666	Low
M5	2,012	Middle East	White	Hybrid	Manual	2.1	110,914	67,102	1,110	Low
X5	2,011	North America	Blue	Petrol	Automatic	1.7	34,597	83,790	2,201	Low
M5	2,018	South America	Silver	Electric	Manual	3.1	4,318	117,356	7,795	High
M5	2,024	North America	White	Hybrid	Manual	2.7	107,043	84,465	8,277	High
3 Series	2,015	Middle East	Silver	Petrol	Manual	4.2	102,073	65,444	8,318	High
3 Series	2,020	Middle East	Red	Electric	Manual	3.4	47,197	66,659	679	Low
X3	2,017	South America	Silver	Petrol	Manual	4.8	190,543	72,000	8,121	High
M3	2,020	South America	Black	Diesel	Automatic	1.7	197,729	68,460	4,958	Low
X3	2,019	Europe	White	Petrol	Automatic	2.8	110,509	50,267	5,813	Low
i3	2,018	Europe	Silver	Diesel	Manual	2.9	23,576	58,985	3,040	Low
X6	2,010	Asia	Blue	Hybrid	Manual	1.9	156,604	102,715	1,466	Low
5 Series	2,022	Middle East	Black	Electric	Automatic	3.5	153,107	55,759	2,043	Low
i3	2,010	Middle East	Red	Hybrid	Automatic	1.6	122,350	50,117	5,469	Low
i8	2,020	North America	White	Hybrid	Manual	4	112,834	70,008	3,646	Low
M3	2,014	Middle East	Black	Petrol	Manual	1.6	119,025	108,751	5,109	Low
M5	2,018	Europe	Red	Hybrid	Automatic	4.6	59,495	63,686	979	Low
i3	2,016	Africa	White	Diesel	Manual	1.7	117,840	109,845	8,573	High
X6	2,016	North America	Blue	Diesel	Automatic	3.1	165,732	69,055	1,061	Low
X6	2,011	Europe	White	Electric	Manual	2	77,879	99,403	3,261	Low
X3	2,012	Asia	Red	Hybrid	Manual	2	66,025	59,669	3,062	Low
M5	2,013	South America	White	Electric	Automatic	4	167,292	76,149	4,165	Low
i3	2,011	Europe	Silver	Petrol	Automatic	4.2	68,543	56,295	7,058	High
X5	2,019	Asia	Silver	Diesel	Manual	4.1	166,071	32,223	5,726	Low
i8	2,018	Africa	Silver	Petrol	Automatic	2.9	38,264	46,829	9,598	High
M5	2,014	Middle East	Grey	Diesel	Manual	5	92,836	39,683	7,971	High
3 Series	2,022	Asia	Red	Hybrid	Automatic	2.7	85,213	55,533	2,913	Low
X5	2,016	South America	Grey	Petrol	Manual	2.4	104,358	66,831	6,407	Low
7 Series	2,020	Middle East	Blue	Diesel	Manual	5	90,941	42,741	4,939	Low
X5	2,018	Middle East	Grey	Hybrid	Manual	4.9	125,497	111,214	5,785	Low
7 Series	2,014	Asia	Silver	Petrol	Automatic	3.6	1,986	80,479	1,607	Low
3 Series	2,024	South America	Grey	Diesel	Manual	2.2	76,871	89,965	8,726	High
i3	2,015	North America	Red	Diesel	Automatic	2.3	18,505	87,396	8,853	High
7 Series	2,013	Asia	Red	Diesel	Automatic	3.3	96,609	36,564	8,180	High
3 Series	2,023	South America	Black	Electric	Automatic	4.2	109,804	35,400	6,928	Low
7 Series	2,017	Middle East	Black	Petrol	Manual	1.8	55,377	30,126	2,950	Low
7 Series	2,010	Africa	White	Electric	Automatic	3.9	139,498	71,963	5,390	Low
M3	2,010	Middle East	Red	Petrol	Manual	1.9	33,264	56,853	8,485	High
5 Series	2,014	North America	Red	Electric	Automatic	4.5	109,345	78,789	6,386	Low
7 Series	2,019	Africa	Silver	Diesel	Automatic	3.4	97,903	49,703	1,564	Low
M5	2,018	Middle East	Red	Electric	Manual	5	168,757	94,046	1,493	Low
i8	2,011	Middle East	Silver	Hybrid	Manual	4.1	61,726	75,015	9,492	High
5 Series	2,020	Middle East	Blue	Petrol	Manual	3.2	15,695	87,295	9,861	High
M5	2,024	Middle East	Red	Hybrid	Manual	2	173,665	39,802	7,953	High
X5	2,012	Europe	Silver	Petrol	Manual	3.4	81,762	30,582	2,007	Low
X3	2,017	Middle East	Grey	Electric	Automatic	1.9	9,939	84,767	7,267	High
X6	2,014	Asia	Silver	Electric	Manual	4.7	37,337	49,088	1,371	Low
i3	2,012	Europe	Blue	Diesel	Automatic	2.3	68,290	73,312	9,841	High
X5	2,015	Europe	Silver	Hybrid	Automatic	4.5	133,104	113,656	6,150	Low
7 Series	2,015	North America	Grey	Petrol	Manual	2.6	32,114	46,515	1,191	Low
3 Series	2,023	North America	Silver	Petrol	Manual	2.3	48,441	42,094	9,219	High
3 Series	2,014	South America	Red	Diesel	Manual	2.6	104,392	51,646	416	Low

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