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
X5	2,011	Africa	Silver	Diesel	Manual	2.7	9,468	69,517	5,588	Low
i8	2,020	Europe	White	Electric	Automatic	2.7	28,534	59,534	5,268	Low
i8	2,012	Europe	Red	Diesel	Automatic	4.3	11,892	71,283	8,131	High
X3	2,018	Asia	Red	Petrol	Automatic	2.7	29,157	41,303	6,041	Low
X6	2,016	Europe	Blue	Diesel	Automatic	4.2	34,639	93,713	616	Low
M3	2,024	North America	Black	Electric	Automatic	2.1	86,621	92,232	738	Low
M5	2,020	Africa	Black	Diesel	Manual	3.4	55,027	53,955	9,502	High
M5	2,020	Europe	Grey	Hybrid	Automatic	4.2	106,665	93,767	9,563	High
3 Series	2,018	South America	Black	Diesel	Automatic	3.1	7,409	52,166	9,544	High
7 Series	2,022	North America	Black	Hybrid	Manual	1.8	95,002	54,965	9,520	High
5 Series	2,024	Asia	Blue	Petrol	Automatic	4.1	150,301	49,404	8,449	High
X3	2,015	Europe	Silver	Petrol	Automatic	3.2	57,245	102,312	9,214	High
M3	2,017	South America	Blue	Electric	Manual	2.6	177,403	85,108	7,336	High
3 Series	2,019	North America	Red	Petrol	Manual	5	4,611	96,880	9,633	High
M5	2,020	Middle East	White	Petrol	Manual	4.6	67,724	109,328	1,621	Low
X1	2,018	Asia	Blue	Petrol	Automatic	1.6	131,849	117,495	857	Low
X3	2,012	South America	Silver	Petrol	Automatic	3.6	105,323	102,361	4,842	Low
i3	2,016	Asia	Red	Electric	Manual	2.7	154,612	86,762	3,903	Low
7 Series	2,018	Africa	Black	Electric	Automatic	1.6	105,175	83,768	9,490	High
3 Series	2,011	South America	Blue	Hybrid	Manual	1.5	94,675	92,686	432	Low
X5	2,021	North America	Red	Electric	Manual	3.5	183,569	49,806	8,360	High
5 Series	2,016	Asia	Black	Petrol	Automatic	2.6	87,638	64,373	7,466	High
M3	2,014	Asia	Red	Hybrid	Manual	4	176,744	46,043	8,400	High
X5	2,017	Asia	Blue	Electric	Automatic	3.1	47,785	71,545	5,187	Low
i3	2,013	South America	White	Diesel	Manual	4.2	116,842	72,373	8,351	High
M5	2,010	South America	Grey	Petrol	Automatic	4.3	90,210	71,600	9,767	High
7 Series	2,020	Africa	Grey	Hybrid	Automatic	3.8	193,341	93,511	6,426	Low
i3	2,022	Africa	White	Electric	Automatic	3	144,206	49,071	220	Low
X6	2,024	Middle East	Blue	Petrol	Manual	5	173,719	60,290	2,381	Low
X3	2,019	South America	Red	Diesel	Manual	2.6	154,048	30,541	7,711	High
7 Series	2,017	Europe	White	Hybrid	Automatic	3.3	194,088	61,467	1,470	Low
i8	2,024	Africa	Silver	Petrol	Manual	3.3	33,532	33,169	3,843	Low
X1	2,015	North America	Silver	Hybrid	Manual	3	138,306	57,691	9,972	High
5 Series	2,022	Africa	Blue	Petrol	Manual	1.9	13,798	108,701	9,598	High
7 Series	2,017	Asia	Silver	Electric	Automatic	2.7	11,551	101,758	5,876	Low
M3	2,012	Middle East	Grey	Hybrid	Automatic	2.3	28,606	36,657	5,455	Low
i8	2,017	South America	Grey	Petrol	Automatic	4.6	166,531	72,006	7,269	High
7 Series	2,017	Africa	Silver	Hybrid	Manual	3.8	172,032	55,872	1,311	Low
X3	2,021	North America	Silver	Petrol	Automatic	2.5	47,495	116,604	9,556	High
M3	2,010	Europe	Black	Petrol	Manual	3.5	163,979	102,201	3,675	Low
3 Series	2,013	Europe	Blue	Petrol	Automatic	4.5	58,773	96,815	1,951	Low
M3	2,016	South America	Red	Petrol	Automatic	4.8	73,176	99,724	7,049	High
X3	2,022	South America	Red	Electric	Automatic	1.8	66,203	77,690	9,280	High
7 Series	2,023	Middle East	Red	Diesel	Automatic	4.3	90,311	38,543	6,044	Low
X5	2,020	Asia	Black	Hybrid	Manual	4.9	101,439	59,292	7,121	High
i3	2,010	South America	Red	Petrol	Manual	3.1	169,383	88,117	9,888	High
M5	2,012	Africa	Silver	Hybrid	Automatic	5	181,348	36,720	8,590	High
i3	2,012	Asia	Blue	Hybrid	Manual	4.8	166,966	52,939	9,610	High
X6	2,015	North America	Red	Diesel	Automatic	3.8	133,462	74,448	2,314	Low
7 Series	2,014	South America	Grey	Diesel	Manual	4.5	179,819	66,472	5,441	Low
5 Series	2,021	Asia	Blue	Hybrid	Automatic	2.5	180,452	115,330	2,344	Low
X3	2,020	Asia	Blue	Hybrid	Manual	4.7	161,832	31,120	3,673	Low
X1	2,024	Middle East	White	Diesel	Manual	3.6	13,007	114,217	8,342	High
7 Series	2,016	Middle East	Grey	Diesel	Manual	3.3	77,731	98,477	5,382	Low
3 Series	2,012	Africa	Black	Electric	Automatic	4.4	138,016	72,018	5,556	Low
X1	2,020	Europe	Red	Electric	Automatic	4.6	84,460	103,605	1,413	Low
X1	2,010	Asia	Blue	Petrol	Manual	4	132,592	117,015	3,422	Low
7 Series	2,020	North America	Blue	Diesel	Automatic	1.6	43,229	92,562	9,651	High
M5	2,024	Africa	Silver	Electric	Manual	3.6	37,932	71,464	1,197	Low
X1	2,012	Africa	Grey	Electric	Manual	4.4	153,464	107,883	7,044	High
5 Series	2,017	Middle East	Blue	Petrol	Automatic	3.4	127,050	65,004	8,313	High
X6	2,014	North America	Black	Diesel	Manual	4.8	182,732	68,535	5,421	Low
X1	2,024	Asia	Black	Electric	Automatic	4.6	45,686	108,388	3,953	Low
M5	2,012	South America	White	Hybrid	Manual	3.4	34,475	61,854	4,983	Low
M3	2,023	Asia	White	Electric	Manual	2.9	4,035	67,694	6,699	Low
X3	2,017	Africa	Silver	Hybrid	Automatic	1.7	37,719	90,364	5,046	Low
X3	2,015	North America	Black	Petrol	Automatic	3.7	117,792	81,974	9,285	High
X6	2,024	Europe	Black	Petrol	Automatic	2.4	116,043	74,010	2,653	Low
M3	2,012	North America	Black	Petrol	Manual	3.8	3,040	78,271	173	Low
X1	2,023	North America	Silver	Hybrid	Automatic	4.3	148,653	34,025	1,370	Low
5 Series	2,014	South America	Red	Electric	Automatic	2.9	179,424	62,217	4,481	Low
X6	2,010	Middle East	Red	Diesel	Automatic	1.6	45,768	50,663	9,392	High
X5	2,015	Middle East	White	Petrol	Automatic	4.5	123,965	112,708	5,073	Low
M5	2,024	Africa	Silver	Petrol	Automatic	3.4	65,401	81,082	9,762	High
X1	2,023	South America	Black	Electric	Automatic	2.6	135,901	98,139	7,934	High
i3	2,021	Europe	White	Hybrid	Manual	3.7	103,695	73,928	7,295	High
M3	2,022	Middle East	Silver	Electric	Manual	3.9	147,509	117,231	5,367	Low
i3	2,023	Asia	Red	Petrol	Manual	2	55,688	43,939	272	Low
M3	2,018	North America	Silver	Diesel	Manual	3.8	3,362	116,325	5,462	Low
X6	2,021	Europe	White	Diesel	Automatic	2.5	186,036	37,035	6,766	Low
3 Series	2,016	Asia	White	Hybrid	Manual	4.3	183,210	34,697	120	Low
5 Series	2,024	Africa	Blue	Petrol	Manual	4.8	16,856	117,476	8,041	High
7 Series	2,020	Africa	Red	Electric	Manual	1.9	114,999	88,372	5,560	Low
X1	2,022	Europe	Red	Electric	Automatic	4.7	179,647	107,257	2,144	Low
X3	2,017	Europe	Blue	Petrol	Manual	4.7	18,587	34,883	6,885	Low
5 Series	2,015	Asia	Red	Diesel	Automatic	2.7	164,566	118,516	1,016	Low
3 Series	2,020	North America	White	Diesel	Manual	1.6	122,197	90,055	6,258	Low
7 Series	2,014	Africa	Grey	Electric	Automatic	3.8	63,865	48,825	8,609	High
3 Series	2,024	North America	Red	Electric	Automatic	2.7	178,617	62,060	6,164	Low
7 Series	2,021	North America	Silver	Diesel	Manual	2.2	113,815	86,023	9,143	High
X3	2,015	South America	Red	Petrol	Automatic	1.9	45,722	96,998	8,720	High
X1	2,016	Africa	White	Petrol	Manual	2.2	185,062	41,285	7,818	High
X1	2,018	Africa	Silver	Petrol	Automatic	2.3	161,504	79,857	2,961	Low
7 Series	2,017	North America	Blue	Hybrid	Manual	4.3	124,306	31,024	2,067	Low
7 Series	2,014	South America	Silver	Diesel	Manual	4.2	18,777	56,050	8,610	High
i8	2,024	Middle East	Silver	Petrol	Manual	3.2	189,733	119,147	4,313	Low
i3	2,016	South America	Black	Hybrid	Manual	3.4	153,147	50,019	8,776	High
X3	2,017	Europe	Blue	Hybrid	Automatic	4.7	154,518	85,484	4,914	Low
X5	2,010	Asia	Grey	Electric	Manual	4.7	149,612	81,182	8,878	High
X3	2,017	North America	Grey	Diesel	Manual	4.4	98,010	53,416	5,792	Low

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