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
3 Series	2,021	Asia	Grey	Electric	Automatic	3.4	84,344	79,867	2,500	Low
X5	2,022	South America	Grey	Diesel	Automatic	3.7	63,225	79,508	3,299	Low
X5	2,022	Middle East	White	Petrol	Automatic	2.9	108,867	56,381	2,955	Low
i3	2,013	South America	Silver	Electric	Manual	4.7	180,671	60,888	2,945	Low
3 Series	2,023	South America	Black	Diesel	Manual	2.9	191,328	86,151	9,497	High
M3	2,021	Middle East	Black	Diesel	Automatic	2.6	109,758	111,225	7,586	High
i8	2,011	North America	Red	Hybrid	Automatic	4.6	51,591	72,375	6,091	Low
i3	2,020	Africa	Black	Petrol	Automatic	2	156,474	49,700	9,661	High
X1	2,017	Middle East	Grey	Diesel	Automatic	1.9	10,599	101,134	3,784	Low
M5	2,018	Middle East	Blue	Petrol	Manual	4.8	177,288	75,548	5,699	Low
7 Series	2,013	Middle East	Silver	Electric	Automatic	2.2	192,651	81,998	9,991	High
X3	2,013	Middle East	White	Petrol	Automatic	2	113,456	73,840	5,008	Low
7 Series	2,014	North America	Black	Hybrid	Automatic	3.4	120,107	63,399	1,752	Low
7 Series	2,011	Asia	White	Electric	Manual	1.7	162,442	84,443	5,286	Low
i8	2,016	Africa	Grey	Hybrid	Automatic	3.7	140,943	109,312	9,527	High
3 Series	2,024	Middle East	White	Diesel	Manual	3.1	102,977	102,760	9,261	High
i8	2,014	North America	Grey	Electric	Automatic	3.7	23,717	96,389	9,524	High
X1	2,015	Europe	Silver	Electric	Automatic	2.5	109,226	111,566	8,270	High
i3	2,013	Asia	White	Petrol	Manual	4.7	38,244	36,044	4,720	Low
X3	2,017	North America	White	Hybrid	Manual	2.4	159,853	117,866	1,484	Low
M3	2,017	Africa	Black	Diesel	Automatic	3.7	187,759	34,740	9,027	High
X1	2,021	Europe	White	Diesel	Manual	4.8	26,818	49,153	8,212	High
M5	2,014	South America	Blue	Hybrid	Manual	2.9	199,662	79,913	9,531	High
i3	2,021	South America	Grey	Hybrid	Manual	2.1	27,208	108,233	9,816	High
X3	2,015	Middle East	Red	Hybrid	Manual	1.7	25,584	63,222	8,706	High
X6	2,012	South America	Blue	Diesel	Manual	4.9	130,234	66,612	6,235	Low
7 Series	2,010	Middle East	Grey	Electric	Automatic	4.2	190,854	38,916	2,956	Low
3 Series	2,018	Africa	Silver	Electric	Manual	4.7	42,484	46,116	5,016	Low
i3	2,018	Europe	Silver	Petrol	Automatic	3.9	63,608	54,552	4,091	Low
X1	2,012	North America	Black	Hybrid	Manual	2.7	38,347	99,358	2,004	Low
i8	2,013	Asia	Black	Petrol	Automatic	1.9	199,119	80,840	6,434	Low
X5	2,022	Asia	Blue	Diesel	Manual	4.8	100,254	30,001	5,035	Low
7 Series	2,016	North America	Grey	Petrol	Manual	3.2	19,895	85,087	5,514	Low
7 Series	2,011	Africa	Red	Petrol	Automatic	2.9	85,401	111,996	3,961	Low
7 Series	2,021	Middle East	Black	Diesel	Automatic	3.5	2,074	117,693	3,482	Low
X3	2,012	Middle East	Grey	Electric	Automatic	1.9	195,908	103,568	9,869	High
X6	2,015	Middle East	Black	Electric	Manual	2.6	108,410	66,531	2,883	Low
M5	2,020	Middle East	White	Petrol	Automatic	3.7	151,258	30,010	993	Low
3 Series	2,017	Africa	Silver	Hybrid	Manual	1.9	178,708	80,727	4,035	Low
M3	2,024	Europe	Black	Diesel	Manual	2	33,358	99,902	3,363	Low
M5	2,010	Africa	Blue	Diesel	Manual	3.3	44,019	70,356	8,336	High
X5	2,013	North America	Grey	Hybrid	Manual	3.7	63,883	52,768	1,623	Low
M3	2,024	Middle East	Red	Petrol	Manual	2.2	130,172	74,214	6,324	Low
M5	2,010	Middle East	Silver	Petrol	Automatic	1.6	64,842	71,016	8,683	High
7 Series	2,011	Europe	White	Hybrid	Manual	4.9	151,235	32,403	7,281	High
M3	2,017	Africa	Red	Diesel	Manual	1.6	31,084	86,977	1,473	Low
X6	2,015	South America	Black	Petrol	Manual	1.5	19,029	82,940	303	Low
i3	2,018	Africa	Black	Hybrid	Manual	2.6	145,066	90,433	4,073	Low
i3	2,011	South America	Silver	Electric	Automatic	2.3	104,114	56,478	6,359	Low
i8	2,012	Europe	Blue	Petrol	Manual	3.5	102,362	98,137	4,901	Low
i8	2,018	North America	Grey	Diesel	Automatic	4.6	169,495	43,186	6,649	Low
X1	2,018	South America	Silver	Diesel	Automatic	3.2	94,216	108,485	7,110	High
X1	2,022	Middle East	Black	Diesel	Manual	4.2	143,209	73,194	2,352	Low
X6	2,015	South America	Black	Hybrid	Automatic	4.7	181,018	50,040	9,639	High
3 Series	2,023	North America	Grey	Diesel	Automatic	2.2	99,644	104,287	3,078	Low
M5	2,024	North America	Black	Diesel	Automatic	3.2	176,960	83,980	3,649	Low
5 Series	2,012	Asia	Grey	Hybrid	Automatic	3.7	144,111	82,949	8,892	High
i3	2,014	South America	Grey	Electric	Automatic	2.7	146,524	63,603	7,733	High
M5	2,024	Asia	Red	Petrol	Manual	4.1	34,835	76,431	1,375	Low
5 Series	2,011	North America	Blue	Petrol	Manual	4	189,280	84,492	3,010	Low
X6	2,016	Africa	Blue	Hybrid	Automatic	3	89,766	43,065	8,303	High
X6	2,019	Europe	White	Diesel	Manual	1.8	158,448	34,574	4,136	Low
5 Series	2,020	Asia	Black	Petrol	Manual	1.5	58,192	97,690	5,841	Low
3 Series	2,017	Middle East	Black	Petrol	Automatic	2.8	129,493	62,353	6,086	Low
X1	2,015	Asia	Black	Hybrid	Manual	1.8	149,439	93,079	365	Low
X5	2,017	North America	White	Petrol	Automatic	4.2	4,965	49,468	774	Low
M3	2,011	Asia	White	Hybrid	Automatic	2.7	127,048	75,041	6,384	Low
X5	2,012	Middle East	Black	Electric	Automatic	3.8	37,211	94,835	8,454	High
3 Series	2,016	Europe	Grey	Petrol	Automatic	2.7	107,542	55,837	6,726	Low
M3	2,019	Europe	Blue	Diesel	Manual	4.3	146,326	34,547	2,337	Low
X3	2,021	North America	Blue	Diesel	Automatic	4.6	25,887	75,373	437	Low
i8	2,010	Africa	Silver	Petrol	Manual	4.4	55,079	100,293	7,660	High
X6	2,016	Europe	Grey	Hybrid	Automatic	3.2	26,277	113,629	8,841	High
M3	2,015	Africa	White	Hybrid	Manual	1.8	191,549	68,865	3,893	Low
X3	2,017	South America	Blue	Hybrid	Automatic	2.8	43,995	75,694	914	Low
3 Series	2,016	Africa	Black	Petrol	Manual	3	185,940	114,404	6,394	Low
M3	2,013	Middle East	Grey	Hybrid	Manual	4.9	164,405	50,789	9,496	High
5 Series	2,012	Middle East	Black	Electric	Manual	3.5	123,372	57,816	1,610	Low
X5	2,012	Middle East	White	Hybrid	Automatic	3.7	179,752	78,716	370	Low
M5	2,024	Asia	Blue	Electric	Automatic	4.2	129,587	107,536	9,883	High
M5	2,013	South America	Red	Hybrid	Manual	3.5	171,702	33,096	3,285	Low
M5	2,024	Africa	Black	Hybrid	Manual	3.6	179,037	40,095	6,900	Low
i3	2,018	Asia	Silver	Hybrid	Automatic	2.4	46,508	103,210	2,183	Low
3 Series	2,018	North America	Red	Hybrid	Manual	1.7	86,994	53,379	5,421	Low
i8	2,022	Africa	Black	Petrol	Manual	4	53,677	42,237	3,126	Low
M5	2,011	Africa	Grey	Petrol	Automatic	4.5	5,041	109,367	1,184	Low
X6	2,014	Europe	Silver	Petrol	Automatic	2.9	64,946	40,643	5,796	Low
X5	2,010	Africa	Blue	Hybrid	Automatic	3.4	20,694	98,411	8,165	High
X5	2,013	Middle East	Silver	Hybrid	Automatic	2.6	98,629	97,897	1,824	Low
i3	2,011	Europe	Black	Petrol	Manual	3.1	43,922	69,707	4,074	Low
M5	2,017	Middle East	Red	Diesel	Manual	2.2	18,499	65,281	1,582	Low
M3	2,013	Europe	Black	Electric	Automatic	4.2	187,952	119,076	8,410	High
X6	2,014	Asia	White	Electric	Manual	3.2	13,334	56,549	9,831	High
i3	2,020	Middle East	Silver	Diesel	Manual	3.4	71,968	94,766	731	Low
M3	2,013	South America	Silver	Petrol	Manual	1.6	137,803	104,729	2,908	Low
i8	2,014	Africa	Black	Hybrid	Manual	3.7	138,467	89,121	6,477	Low
X1	2,014	Africa	Grey	Diesel	Manual	2.2	114,227	32,560	5,617	Low
3 Series	2,014	Asia	White	Electric	Manual	2.8	76,380	86,427	2,890	Low
3 Series	2,020	South America	White	Petrol	Manual	2.9	190,669	61,998	8,881	High
X3	2,012	North America	Silver	Diesel	Manual	3.1	111,110	42,211	4,174	Low

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