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
M5	2,013	Europe	Grey	Petrol	Automatic	2.2	166,464	39,299	7,270	High
i3	2,021	Europe	Blue	Diesel	Automatic	4.2	37,132	104,592	8,322	High
i8	2,010	South America	Silver	Electric	Manual	2.6	66,001	32,183	6,068	Low
X5	2,013	Asia	Blue	Diesel	Automatic	2.7	197,107	101,008	6,018	Low
7 Series	2,023	Africa	White	Petrol	Automatic	2.4	97,108	85,845	9,727	High
7 Series	2,018	South America	Silver	Hybrid	Manual	3	67,507	39,561	7,651	High
X3	2,011	Middle East	Black	Electric	Manual	3.1	156,171	106,752	6,428	Low
X1	2,012	Europe	Red	Hybrid	Manual	3.4	15,115	82,980	9,785	High
3 Series	2,019	Africa	White	Hybrid	Automatic	4.9	134,425	75,001	6,559	Low
i3	2,017	Middle East	Red	Petrol	Manual	4.7	118,569	38,992	4,863	Low
i3	2,015	North America	Black	Diesel	Manual	3.6	92,263	99,270	6,847	Low
5 Series	2,017	South America	Grey	Petrol	Automatic	1.6	74,196	85,993	7,712	High
M3	2,016	Europe	Grey	Diesel	Automatic	3.6	119,599	53,889	6,503	Low
X1	2,023	Middle East	Silver	Diesel	Manual	1.8	36,273	44,449	9,301	High
7 Series	2,022	Middle East	Blue	Hybrid	Automatic	4	151,792	98,056	8,805	High
X1	2,022	Middle East	Grey	Diesel	Automatic	2.9	1,290	39,328	8,419	High
7 Series	2,014	North America	Black	Petrol	Automatic	4.4	74,696	41,217	889	Low
X5	2,018	Middle East	Grey	Electric	Manual	4.8	43,106	107,631	9,242	High
X1	2,013	Asia	White	Diesel	Automatic	3	24,355	57,175	2,682	Low
X1	2,015	South America	Silver	Diesel	Manual	3.1	23,024	64,815	3,095	Low
M5	2,011	Europe	Grey	Diesel	Manual	3.6	48,284	83,470	3,871	Low
i3	2,024	Asia	Grey	Diesel	Automatic	2.2	135,056	70,320	2,088	Low
X6	2,011	Africa	Blue	Hybrid	Manual	4.7	23,332	117,759	9,663	High
5 Series	2,011	South America	Grey	Petrol	Manual	3	17,072	41,435	5,648	Low
i8	2,019	Middle East	Red	Diesel	Automatic	2.1	108,615	110,379	6,723	Low
i3	2,016	South America	Blue	Electric	Automatic	4.2	104,811	50,671	1,456	Low
X1	2,022	North America	Red	Petrol	Automatic	2.3	40,558	106,767	6,657	Low
M5	2,011	Asia	Silver	Electric	Automatic	2	69,444	109,219	568	Low
5 Series	2,024	Middle East	Grey	Diesel	Manual	3.5	95,126	119,652	7,023	High
5 Series	2,024	Africa	Grey	Electric	Manual	3.9	96,238	68,544	4,002	Low
X6	2,021	Africa	Silver	Electric	Manual	3.5	182,574	100,602	6,675	Low
X6	2,024	South America	Grey	Petrol	Automatic	3.8	111,694	55,996	4,692	Low
X6	2,022	South America	Grey	Diesel	Manual	1.9	167,631	31,098	6,061	Low
5 Series	2,011	Africa	Blue	Hybrid	Manual	3.2	90,010	66,624	8,982	High
i3	2,024	Asia	Grey	Electric	Automatic	2.7	134,175	46,994	126	Low
7 Series	2,018	Africa	Grey	Petrol	Automatic	4.9	134,375	113,745	9,896	High
M3	2,016	Middle East	Black	Diesel	Automatic	1.7	78,002	39,266	3,438	Low
X3	2,020	South America	Silver	Petrol	Automatic	2.5	62,637	81,818	2,002	Low
7 Series	2,012	Africa	Grey	Petrol	Automatic	4.8	105,444	66,566	2,867	Low
5 Series	2,012	Middle East	White	Diesel	Automatic	4.9	111,703	117,335	9,581	High
X3	2,016	North America	Black	Electric	Manual	4.4	90,014	32,438	9,340	High
3 Series	2,014	Africa	Grey	Hybrid	Automatic	1.8	102,178	41,986	8,681	High
X1	2,019	Middle East	Red	Hybrid	Automatic	3.5	3,687	36,775	6,220	Low
i3	2,023	North America	Red	Diesel	Manual	2.9	125,629	101,075	1,838	Low
X1	2,023	Europe	Red	Hybrid	Automatic	4.3	118,947	70,487	5,879	Low
X5	2,015	Europe	Grey	Petrol	Manual	1.7	63,675	76,225	4,338	Low
i8	2,022	Asia	Blue	Diesel	Manual	2.2	184,624	64,503	9,319	High
i3	2,021	North America	Red	Electric	Automatic	3.2	166,212	61,511	1,703	Low
i8	2,017	Africa	Blue	Electric	Automatic	2.1	41,070	48,030	8,631	High
M5	2,018	South America	Red	Hybrid	Automatic	3.9	71,077	83,481	2,254	Low
X6	2,010	Middle East	White	Hybrid	Manual	4.4	196,323	73,749	5,205	Low
i8	2,012	Middle East	White	Petrol	Automatic	4	36,022	79,310	4,208	Low
M3	2,020	Africa	Blue	Petrol	Automatic	3	113,247	100,582	8,403	High
M5	2,016	Africa	Grey	Electric	Manual	4.6	161,790	91,426	6,380	Low
X6	2,015	North America	Red	Hybrid	Manual	2	74,599	38,912	9,599	High
3 Series	2,016	South America	Blue	Petrol	Manual	2.4	54,090	41,863	3,026	Low
i8	2,017	South America	Black	Diesel	Automatic	3.2	139,754	110,780	7,789	High
X6	2,015	North America	Red	Electric	Manual	1.7	37,552	113,557	8,118	High
X5	2,012	Asia	White	Electric	Automatic	1.8	175,067	42,182	5,031	Low
3 Series	2,011	North America	White	Diesel	Automatic	2.9	148,491	36,233	1,139	Low
5 Series	2,021	Africa	Grey	Electric	Manual	4.8	110,110	82,008	3,172	Low
i3	2,016	Africa	Blue	Hybrid	Automatic	4.7	157,011	36,954	6,165	Low
i8	2,021	South America	Blue	Hybrid	Manual	3.1	52,506	72,134	2,289	Low
X5	2,021	Europe	Red	Petrol	Automatic	2	151,704	92,429	5,557	Low
X1	2,021	North America	Blue	Electric	Manual	2.1	5,553	95,518	5,009	Low
5 Series	2,020	Middle East	Grey	Petrol	Manual	2.8	8,545	44,711	8,982	High
X3	2,010	Africa	White	Diesel	Manual	2.2	165,922	46,382	9,831	High
M3	2,012	Asia	Black	Electric	Automatic	1.8	80,810	49,846	3,748	Low
X3	2,021	Middle East	Grey	Electric	Automatic	3.9	167,413	86,686	6,558	Low
X5	2,020	North America	White	Petrol	Automatic	3.5	49,331	39,583	5,335	Low
X5	2,013	Africa	Red	Electric	Manual	2.5	48,004	72,874	6,766	Low
M5	2,022	Middle East	Silver	Electric	Automatic	4.2	105,959	44,014	5,174	Low
X6	2,023	South America	Blue	Diesel	Automatic	4.2	194,598	58,269	6,954	Low
X6	2,010	North America	Silver	Petrol	Automatic	3.2	157,374	75,286	8,480	High
i8	2,014	Asia	Silver	Diesel	Automatic	1.8	53,063	72,798	7,167	High
5 Series	2,019	Asia	Blue	Diesel	Manual	4.7	145,002	62,920	1,093	Low
M5	2,012	Middle East	Blue	Diesel	Automatic	3.8	69,265	79,366	479	Low
3 Series	2,011	North America	Black	Petrol	Manual	2.4	170,101	56,607	2,702	Low
M5	2,024	Europe	White	Petrol	Automatic	3.6	58,063	74,281	6,999	Low
7 Series	2,012	Africa	Red	Petrol	Automatic	2.9	66,514	97,258	964	Low
X5	2,017	Middle East	Silver	Electric	Manual	3.7	68,686	99,044	2,105	Low
X5	2,015	Middle East	Grey	Petrol	Automatic	3.2	56,796	38,121	278	Low
X3	2,022	South America	Red	Diesel	Manual	3.2	66,382	107,349	8,999	High
i3	2,023	North America	Red	Petrol	Manual	4.1	7,035	47,550	2,504	Low
M5	2,016	Europe	Grey	Hybrid	Manual	3.6	132,368	115,327	4,646	Low
X5	2,021	Middle East	Grey	Electric	Manual	1.8	54,798	105,050	4,652	Low
X3	2,015	Africa	Grey	Petrol	Manual	1.7	131,239	59,810	1,756	Low
3 Series	2,015	Africa	Black	Diesel	Manual	2.6	23,810	115,796	2,038	Low
5 Series	2,021	North America	Red	Electric	Automatic	3	114,124	55,376	2,082	Low
i3	2,012	Asia	Silver	Diesel	Automatic	2.5	192,165	70,501	1,632	Low
7 Series	2,021	Europe	Red	Electric	Manual	3.8	191,368	30,279	2,850	Low
M3	2,022	Asia	Blue	Hybrid	Manual	2.2	192,467	67,376	8,059	High
X6	2,023	North America	Blue	Electric	Automatic	4	145,020	104,302	4,236	Low
M3	2,017	North America	Black	Electric	Manual	4.2	170,741	117,327	169	Low
X5	2,021	South America	Grey	Electric	Manual	1.9	174,767	108,985	1,179	Low
i8	2,016	Europe	Red	Hybrid	Manual	3.8	105,433	51,869	3,236	Low
i8	2,016	Europe	Blue	Electric	Manual	4.9	96,944	35,967	3,523	Low
X6	2,015	Asia	Blue	Hybrid	Manual	2.2	104,158	71,736	5,069	Low
M3	2,014	Africa	Grey	Hybrid	Manual	4.7	103,809	54,067	640	Low
3 Series	2,019	Asia	Black	Hybrid	Automatic	3.6	165,280	70,658	5,030	Low

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