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
X3	2,016	South America	Grey	Diesel	Manual	4.7	174,038	35,138	8,059	High
3 Series	2,018	Asia	Blue	Petrol	Manual	3.8	149,707	66,354	4,366	Low
X5	2,017	Africa	Black	Diesel	Manual	4.7	137,851	111,206	249	Low
i3	2,024	Middle East	White	Diesel	Automatic	3.1	94,148	91,450	702	Low
X6	2,024	Asia	Blue	Electric	Manual	4.8	161,848	77,083	9,799	High
3 Series	2,014	North America	Grey	Diesel	Automatic	3.1	85,174	119,426	8,115	High
5 Series	2,023	Asia	Blue	Hybrid	Manual	2.2	19,910	39,986	7,733	High
M3	2,023	Europe	Silver	Diesel	Automatic	2	88,802	116,797	1,519	Low
X3	2,013	Africa	Blue	Diesel	Manual	5	74,665	59,921	8,095	High
M3	2,021	Asia	Red	Diesel	Manual	2.7	96,074	43,021	586	Low
X5	2,016	Middle East	Silver	Hybrid	Automatic	2.1	182,373	74,361	432	Low
X3	2,014	South America	Grey	Electric	Automatic	1.5	171,163	52,452	1,825	Low
M5	2,016	Africa	Grey	Electric	Manual	2.5	173,963	41,141	5,441	Low
3 Series	2,021	Middle East	Black	Diesel	Automatic	4.6	188,150	97,201	2,741	Low
X5	2,010	Africa	Blue	Hybrid	Automatic	3.4	153,815	73,677	744	Low
7 Series	2,010	South America	White	Petrol	Automatic	3.7	12,473	70,117	1,089	Low
3 Series	2,019	Europe	Silver	Petrol	Manual	4.7	1,288	111,603	870	Low
i3	2,023	South America	Silver	Hybrid	Automatic	3.3	145,132	114,675	4,388	Low
X3	2,022	South America	Silver	Diesel	Automatic	4.4	153,454	110,004	1,390	Low
X1	2,012	North America	White	Diesel	Manual	2.6	9,543	54,079	8,429	High
X3	2,023	Europe	Black	Electric	Manual	4.9	143,830	96,215	8,052	High
i3	2,020	Africa	Grey	Electric	Automatic	1.8	48	39,983	5,511	Low
5 Series	2,011	South America	Black	Petrol	Manual	4	146,569	108,219	7,297	High
i8	2,011	South America	Black	Petrol	Automatic	3.8	180,855	54,815	3,425	Low
i8	2,016	Europe	Silver	Diesel	Automatic	2.2	171,984	74,476	5,805	Low
X6	2,021	Africa	Red	Electric	Automatic	2.9	192,540	53,811	6,339	Low
M5	2,019	Asia	Silver	Hybrid	Automatic	2.6	20,146	87,468	1,525	Low
X1	2,011	Asia	Black	Electric	Automatic	1.8	37,042	108,940	1,479	Low
3 Series	2,020	North America	Black	Petrol	Manual	3.5	63,425	84,684	9,735	High
i3	2,013	Africa	Silver	Electric	Manual	5	187,914	67,340	3,958	Low
7 Series	2,011	North America	Blue	Hybrid	Automatic	3.5	74,567	69,333	5,351	Low
7 Series	2,015	Africa	Silver	Petrol	Manual	3.4	22,420	100,472	8,616	High
X3	2,017	Africa	Silver	Diesel	Manual	1.6	181,702	46,588	9,616	High
i8	2,019	South America	Red	Hybrid	Automatic	2	166,760	78,511	5,649	Low
X3	2,013	Asia	Black	Diesel	Automatic	3.3	154,632	45,994	3,907	Low
7 Series	2,024	Europe	Grey	Petrol	Automatic	4.9	32,367	111,344	4,138	Low
5 Series	2,014	Africa	Grey	Diesel	Automatic	4.6	25,130	116,661	9,894	High
3 Series	2,013	South America	Black	Diesel	Automatic	2.7	191,834	37,306	6,046	Low
3 Series	2,012	South America	Grey	Petrol	Automatic	3.4	26,155	82,229	263	Low
M5	2,014	Middle East	Blue	Hybrid	Manual	3.4	58,043	71,299	1,865	Low
M5	2,023	North America	Blue	Hybrid	Automatic	3.9	8,431	98,580	4,253	Low
i3	2,018	Middle East	Red	Petrol	Manual	3.9	160,665	75,613	9,028	High
X3	2,017	Africa	Silver	Electric	Automatic	4.3	109,309	105,194	7,867	High
X5	2,017	Europe	Black	Hybrid	Manual	1.6	158,170	39,791	8,536	High
X1	2,017	Europe	Blue	Diesel	Manual	4.8	74,837	98,332	9,106	High
5 Series	2,021	Africa	White	Diesel	Manual	1.7	155,831	107,613	6,308	Low
5 Series	2,017	Asia	Black	Hybrid	Manual	3.2	145,069	46,769	4,625	Low
M3	2,016	Middle East	Grey	Diesel	Automatic	4.7	131,824	85,623	7,850	High
i8	2,017	Africa	White	Petrol	Manual	3.2	36,243	50,424	923	Low
X6	2,020	Europe	Blue	Diesel	Automatic	1.7	165,156	46,781	6,164	Low
X1	2,023	Africa	Red	Hybrid	Manual	2.3	139,683	49,626	3,869	Low
5 Series	2,017	Middle East	Silver	Diesel	Manual	3.5	161,244	49,171	3,650	Low
X5	2,022	Asia	Blue	Petrol	Automatic	1.8	169,589	74,291	4,595	Low
5 Series	2,023	Africa	Grey	Electric	Automatic	3	139,078	66,883	621	Low
5 Series	2,017	South America	White	Electric	Manual	2.7	188,791	57,961	1,068	Low
X6	2,021	Middle East	Blue	Electric	Manual	4.4	55,159	104,778	4,273	Low
i8	2,019	Africa	White	Electric	Manual	1.9	49,972	97,850	4,445	Low
5 Series	2,016	North America	Red	Hybrid	Automatic	3.9	22,199	88,414	4,899	Low
X3	2,021	South America	Silver	Petrol	Automatic	2.9	49,067	116,657	8,121	High
X5	2,010	North America	Red	Diesel	Automatic	3.6	69,826	118,105	7,509	High
X5	2,013	Middle East	Grey	Electric	Automatic	2.2	117,099	48,331	8,507	High
X5	2,022	Middle East	Red	Petrol	Manual	3.6	66,082	85,342	7,412	High
3 Series	2,022	Africa	Red	Diesel	Manual	3.9	33,152	95,945	1,877	Low
X3	2,013	Europe	Black	Hybrid	Automatic	1.7	177,833	107,911	4,332	Low
3 Series	2,014	Europe	Red	Hybrid	Automatic	4.4	91,072	101,567	3,485	Low
M3	2,019	South America	White	Hybrid	Automatic	4.5	70,624	108,237	7,516	High
5 Series	2,015	South America	White	Hybrid	Manual	1.7	182,297	85,965	4,590	Low
X1	2,013	North America	Red	Electric	Manual	3.6	135,791	108,000	1,001	Low
5 Series	2,024	Asia	Grey	Hybrid	Automatic	3.6	159,170	33,604	3,065	Low
X1	2,011	Asia	White	Petrol	Automatic	1.5	39,522	79,758	6,269	Low
i3	2,015	Europe	Black	Petrol	Manual	2.7	182,460	90,136	7,766	High
X6	2,024	Europe	Grey	Petrol	Manual	4.9	169,596	69,410	9,138	High
7 Series	2,017	North America	White	Petrol	Automatic	3.4	90,471	101,907	8,626	High
X6	2,024	Africa	Black	Electric	Manual	4.8	132,474	85,444	7,439	High
5 Series	2,017	North America	White	Electric	Manual	3.9	53,420	50,136	3,181	Low
X3	2,016	Middle East	Black	Petrol	Manual	1.6	133,711	48,941	6,569	Low
X5	2,015	South America	Silver	Petrol	Automatic	1.8	29,422	86,499	3,604	Low
M5	2,011	South America	Silver	Petrol	Automatic	4	44,400	69,147	5,705	Low
X5	2,024	Middle East	Grey	Diesel	Automatic	3.4	122,978	114,589	7,220	High
X6	2,016	Europe	White	Diesel	Automatic	1.9	197,709	94,038	3,368	Low
3 Series	2,020	Africa	Silver	Petrol	Automatic	3.6	60,320	108,020	590	Low
5 Series	2,021	Europe	Grey	Electric	Manual	4.3	15,545	67,761	5,797	Low
i8	2,023	Africa	White	Hybrid	Automatic	4.1	102,290	33,177	5,373	Low
M5	2,023	North America	Blue	Hybrid	Manual	2.4	79,993	93,657	8,244	High
i8	2,014	North America	Black	Diesel	Automatic	2.4	78,537	89,285	1,650	Low
i8	2,015	Middle East	Grey	Electric	Automatic	4.9	115,124	97,051	7,320	High
i3	2,019	Europe	Silver	Hybrid	Automatic	4.6	181,145	86,027	9,085	High
X1	2,017	Africa	White	Petrol	Automatic	2.6	115,599	119,151	1,036	Low
i8	2,023	Africa	Blue	Hybrid	Manual	4.4	101,405	95,350	5,601	Low
i3	2,017	Europe	Black	Petrol	Manual	2.1	51,144	84,418	1,034	Low
M5	2,012	South America	Red	Diesel	Automatic	2.2	155,276	59,863	4,899	Low
5 Series	2,021	Africa	Grey	Electric	Automatic	2.1	101,478	90,224	4,222	Low
X1	2,021	Asia	Black	Electric	Manual	1.8	147,520	41,637	6,615	Low
i3	2,023	North America	Red	Petrol	Manual	4.5	88,353	44,470	1,417	Low
X3	2,016	Africa	Silver	Diesel	Automatic	3.5	107,840	69,286	880	Low
M3	2,010	Asia	White	Petrol	Manual	2.4	42,600	72,890	182	Low
X3	2,010	South America	White	Electric	Manual	4.5	92,201	92,248	971	Low
X1	2,016	Africa	Red	Petrol	Manual	4.3	79,684	93,797	5,160	Low
3 Series	2,024	Europe	Grey	Electric	Automatic	1.9	3,039	36,437	8,135	High
5 Series	2,024	Europe	Red	Petrol	Manual	3.8	22,729	69,591	3,997	Low

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