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	2,018	North America	Black	Hybrid	Manual	4	72,061	100,126	2,600	Low
7 Series	2,010	Asia	Red	Diesel	Automatic	4.1	135,841	62,858	5,134	Low
i3	2,022	Asia	Grey	Hybrid	Automatic	1.7	61,486	110,653	9,176	High
i3	2,013	Africa	White	Hybrid	Manual	2.7	4,777	100,704	1,966	Low
X1	2,018	Middle East	Black	Hybrid	Automatic	2.5	106,033	103,111	2,847	Low
M5	2,013	Asia	White	Petrol	Automatic	1.9	176,631	98,675	7,185	High
X5	2,019	South America	Black	Hybrid	Manual	2.8	114,796	119,876	3,954	Low
3 Series	2,012	Middle East	Red	Hybrid	Manual	2.5	3,037	88,105	2,456	Low
i8	2,018	Asia	Red	Hybrid	Automatic	3.7	112,653	86,063	1,167	Low
3 Series	2,022	Europe	Grey	Diesel	Automatic	4.6	120,792	97,710	3,387	Low
X3	2,011	Africa	Silver	Hybrid	Automatic	3.1	131,650	32,066	1,762	Low
7 Series	2,024	South America	Grey	Petrol	Manual	4.1	6,373	41,921	9,249	High
3 Series	2,013	Asia	Blue	Diesel	Manual	2	54,716	65,826	7,698	High
i8	2,024	North America	White	Diesel	Automatic	4.6	143,510	119,962	4,352	Low
X3	2,015	Middle East	Blue	Hybrid	Automatic	2	23,062	111,285	1,698	Low
X1	2,011	North America	Grey	Electric	Automatic	2.2	69,524	49,657	8,916	High
X6	2,024	Middle East	Grey	Hybrid	Manual	1.9	97,195	65,399	7,187	High
3 Series	2,017	Asia	Blue	Diesel	Automatic	2.6	141,305	43,251	1,768	Low
i8	2,017	Africa	Black	Hybrid	Automatic	3.4	107,908	71,824	2,809	Low
X3	2,010	Middle East	Red	Hybrid	Manual	5	134,707	41,024	4,317	Low
i3	2,021	North America	Blue	Electric	Automatic	4.3	9,416	93,796	9,572	High
i8	2,012	Middle East	Silver	Electric	Manual	2.8	90,022	68,228	7,497	High
M5	2,019	Europe	White	Electric	Automatic	3.5	24,085	111,010	4,931	Low
X5	2,018	North America	Grey	Hybrid	Manual	3.7	210	40,927	1,508	Low
i8	2,014	North America	Black	Hybrid	Automatic	4.4	8,772	71,851	7,517	High
3 Series	2,015	Asia	White	Petrol	Automatic	4.1	108,227	84,777	8,625	High
M5	2,013	Middle East	Red	Hybrid	Automatic	3.5	130,708	56,840	9,352	High
X6	2,019	Africa	Grey	Petrol	Manual	3.8	29,316	51,376	7,301	High
X5	2,011	Asia	Blue	Hybrid	Manual	4.1	171,452	119,451	3,086	Low
X5	2,020	Middle East	White	Electric	Automatic	2	28,902	115,270	7,583	High
3 Series	2,017	Europe	White	Electric	Automatic	2.2	54,777	100,786	9,880	High
M5	2,020	Middle East	Grey	Electric	Manual	3.9	174,809	101,761	1,760	Low
X5	2,022	South America	White	Electric	Automatic	4.5	5,755	68,667	9,360	High
i8	2,015	South America	Blue	Diesel	Automatic	2.9	6,666	40,108	1,464	Low
i3	2,014	Middle East	Red	Hybrid	Manual	4.9	67,395	75,381	8,317	High
M3	2,018	South America	Blue	Electric	Manual	2.3	191,344	52,930	7,242	High
i3	2,010	Middle East	Blue	Petrol	Automatic	3	24,456	58,677	2,719	Low
M5	2,014	South America	Red	Hybrid	Manual	2.8	95,581	46,154	8,681	High
X5	2,015	Africa	Grey	Diesel	Manual	4.8	10,290	49,900	7,360	High
X5	2,014	Africa	Grey	Hybrid	Automatic	2.5	22,073	37,997	1,991	Low
5 Series	2,015	North America	Grey	Hybrid	Manual	3.1	88,139	103,429	3,446	Low
7 Series	2,015	Middle East	White	Electric	Automatic	2.2	105,141	58,217	5,391	Low
i8	2,016	Africa	Black	Hybrid	Automatic	3.3	87,806	61,252	1,606	Low
3 Series	2,013	North America	Red	Electric	Automatic	4.5	178,224	61,624	2,378	Low
X3	2,023	North America	Black	Hybrid	Automatic	2.6	44,940	56,937	3,029	Low
M5	2,020	North America	Blue	Diesel	Manual	4.3	144,106	98,779	7,794	High
X1	2,023	Africa	Blue	Electric	Manual	4.7	187,625	76,798	6,747	Low
7 Series	2,023	Europe	Grey	Diesel	Manual	1.8	126,740	44,620	8,760	High
X1	2,023	North America	Blue	Diesel	Automatic	4.1	142,234	32,784	8,250	High
M5	2,024	Asia	Blue	Petrol	Automatic	2.4	139,076	88,696	1,424	Low
7 Series	2,017	Europe	Silver	Hybrid	Manual	2.1	88,374	50,045	7,841	High
X5	2,016	South America	Silver	Petrol	Manual	3.6	106,068	77,612	5,598	Low
7 Series	2,018	North America	Blue	Electric	Automatic	4	112,064	74,165	7,716	High
M3	2,016	Europe	Blue	Diesel	Automatic	2.9	76,815	58,994	4,411	Low
5 Series	2,012	South America	Black	Hybrid	Manual	1.6	55,271	69,846	5,620	Low
3 Series	2,012	North America	Silver	Petrol	Manual	4.7	130,453	53,174	2,708	Low
X3	2,024	Africa	Red	Diesel	Manual	4.1	15,702	76,382	5,799	Low
X1	2,017	Europe	Blue	Electric	Automatic	2.5	28,819	33,594	6,145	Low
7 Series	2,014	Africa	White	Electric	Automatic	3.2	172,415	110,530	5,773	Low
5 Series	2,013	Europe	Grey	Electric	Automatic	1.6	101,808	31,148	6,739	Low
7 Series	2,017	South America	White	Electric	Automatic	2.7	101,703	88,737	3,193	Low
7 Series	2,024	Middle East	Silver	Diesel	Manual	3.3	126,765	65,636	2,166	Low
3 Series	2,015	South America	Blue	Electric	Automatic	3.3	195,376	116,989	6,757	Low
M3	2,011	Africa	Black	Diesel	Automatic	2.2	21,864	69,748	9,632	High
M3	2,013	Europe	Silver	Diesel	Manual	4.2	100,965	90,435	6,424	Low
5 Series	2,021	North America	Blue	Petrol	Automatic	2.5	151,028	31,465	8,580	High
X6	2,020	Middle East	Blue	Petrol	Automatic	3.5	145,629	76,088	6,997	Low
3 Series	2,013	Africa	Blue	Hybrid	Automatic	2.5	176,701	100,782	6,833	Low
X1	2,024	North America	Grey	Petrol	Manual	3	182,647	82,874	1,404	Low
X1	2,015	North America	Red	Electric	Manual	2.2	137,336	86,268	3,443	Low
i8	2,015	Middle East	Blue	Diesel	Automatic	3.7	153,278	30,889	9,853	High
3 Series	2,010	Middle East	White	Electric	Automatic	3	12,447	95,066	4,167	Low
X1	2,023	Middle East	Silver	Electric	Manual	1.6	155,090	93,400	1,567	Low
5 Series	2,017	Europe	Blue	Electric	Manual	1.6	125,196	46,963	8,561	High
X6	2,015	Europe	Red	Hybrid	Manual	3.1	121,001	62,931	6,319	Low
M5	2,012	Europe	Blue	Diesel	Manual	2.1	179,159	92,185	7,308	High
X5	2,023	South America	White	Petrol	Automatic	3.5	109,321	52,382	5,464	Low
M3	2,018	Middle East	Silver	Diesel	Automatic	2.9	104,622	36,743	6,037	Low
7 Series	2,011	Middle East	Silver	Hybrid	Manual	3.8	15,556	35,878	2,145	Low
X5	2,024	Africa	Black	Hybrid	Manual	4.8	99,771	48,752	521	Low
X6	2,020	Middle East	Silver	Petrol	Automatic	3.4	1,468	56,962	5,175	Low
X3	2,017	North America	Black	Electric	Automatic	4.3	51,769	88,233	5,313	Low
X5	2,019	Middle East	Red	Electric	Automatic	4.1	141,561	62,469	9,345	High
i3	2,012	Asia	Red	Petrol	Automatic	4.7	73,240	108,735	6,096	Low
M5	2,022	Asia	Blue	Petrol	Manual	2.2	106,054	47,495	1,975	Low
7 Series	2,021	Asia	Grey	Diesel	Automatic	4.4	76,155	39,494	5,439	Low
7 Series	2,014	Middle East	Grey	Petrol	Automatic	4.7	2,877	51,627	5,147	Low
3 Series	2,015	South America	Grey	Hybrid	Automatic	2.9	114,236	71,411	235	Low
7 Series	2,019	Europe	Black	Hybrid	Manual	2.6	166,938	46,424	8,045	High
7 Series	2,015	North America	Black	Hybrid	Automatic	4.8	59,178	88,292	3,164	Low
i3	2,013	Asia	Blue	Hybrid	Automatic	3.7	51,739	34,280	7,271	High
i3	2,012	Asia	Silver	Electric	Automatic	2.8	194,324	95,183	6,689	Low
X1	2,013	North America	Blue	Diesel	Automatic	4.3	49,313	44,127	9,186	High
X1	2,010	North America	Black	Petrol	Automatic	2.6	31,828	34,880	2,706	Low
X1	2,013	Europe	White	Petrol	Manual	2.1	37,658	95,656	1,355	Low
X1	2,010	South America	Blue	Petrol	Manual	3.4	134,926	91,649	6,465	Low
X6	2,021	Europe	Red	Petrol	Manual	3.5	115,204	55,516	6,115	Low
i3	2,024	Asia	Red	Electric	Manual	4.4	104,720	118,841	3,863	Low
5 Series	2,010	Africa	White	Diesel	Manual	3.1	55,352	98,830	2,258	Low
5 Series	2,019	Africa	White	Diesel	Automatic	4.4	84,280	57,249	3,874	Low

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