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	2,014	Middle East	White	Diesel	Automatic	2.7	20,200	53,205	4,293	Low
5 Series	2,013	Middle East	Grey	Hybrid	Manual	3.5	153,236	49,232	9,104	High
7 Series	2,013	Africa	Blue	Diesel	Manual	4.1	182,090	42,752	3,281	Low
X1	2,021	North America	Red	Electric	Automatic	4	112,280	52,824	6,872	Low
5 Series	2,013	North America	Blue	Electric	Automatic	2.4	162,625	79,911	9,047	High
X3	2,020	Africa	Grey	Hybrid	Manual	3.5	44,762	35,284	7,838	High
7 Series	2,022	Middle East	Red	Diesel	Automatic	2	94,814	88,836	6,790	Low
5 Series	2,022	Europe	Blue	Petrol	Automatic	1.9	120,943	32,651	1,329	Low
M3	2,018	Africa	White	Petrol	Automatic	4.3	12,181	45,203	9,376	High
M3	2,013	South America	Blue	Electric	Manual	3.9	13,674	94,866	7,881	High
i3	2,021	Middle East	Grey	Diesel	Manual	4.2	80,580	112,999	9,196	High
3 Series	2,018	Asia	Red	Petrol	Automatic	2	184,743	76,920	7,240	High
X1	2,022	North America	Blue	Petrol	Automatic	4.7	40,495	113,829	783	Low
i3	2,019	Asia	Red	Hybrid	Automatic	2	84,645	53,945	4,239	Low
3 Series	2,015	Europe	Red	Hybrid	Automatic	4.5	115,014	90,148	6,689	Low
X3	2,019	Middle East	Silver	Hybrid	Manual	2.7	172,568	69,580	8,082	High
5 Series	2,022	Europe	White	Petrol	Automatic	1.9	25,154	39,462	8,606	High
X3	2,016	Asia	White	Diesel	Automatic	2.5	46,168	95,397	6,404	Low
X3	2,021	Africa	Red	Diesel	Manual	2.1	53,241	92,127	2,723	Low
X6	2,019	South America	Blue	Petrol	Automatic	3.2	127,070	98,933	6,724	Low
X6	2,012	Asia	Grey	Hybrid	Automatic	4.8	5,997	50,821	9,342	High
M3	2,017	Asia	Red	Petrol	Manual	2.6	97,584	83,366	370	Low
X1	2,012	South America	Blue	Petrol	Manual	3.6	42,409	43,258	1,793	Low
X3	2,010	North America	Grey	Petrol	Automatic	4.6	127,283	64,363	422	Low
5 Series	2,022	Africa	Grey	Petrol	Automatic	3.7	172,351	87,629	2,757	Low
i8	2,022	Europe	Black	Electric	Manual	2.8	46,194	66,527	1,889	Low
7 Series	2,019	North America	Black	Diesel	Manual	5	154,332	72,467	732	Low
7 Series	2,021	South America	White	Hybrid	Automatic	2.2	38,603	105,270	115	Low
i8	2,014	Europe	Silver	Electric	Manual	3.3	184,749	111,612	6,588	Low
3 Series	2,011	Asia	White	Diesel	Automatic	4.3	99,370	85,886	1,902	Low
i3	2,019	Africa	Silver	Electric	Manual	1.5	74,558	103,795	3,132	Low
X3	2,023	Middle East	Grey	Electric	Automatic	4	192,896	112,594	806	Low
3 Series	2,015	Africa	Black	Electric	Automatic	2.4	116,377	70,305	8,413	High
M5	2,022	North America	Silver	Hybrid	Automatic	2.1	60,414	47,732	4,855	Low
X5	2,019	South America	Silver	Hybrid	Automatic	2.5	172,120	56,615	1,874	Low
7 Series	2,018	South America	Grey	Electric	Automatic	4.9	108,163	82,732	5,035	Low
M5	2,010	South America	White	Diesel	Automatic	4.6	159,569	70,268	8,273	High
X1	2,023	Middle East	White	Electric	Automatic	2.2	161,851	115,856	9,482	High
7 Series	2,022	Asia	Grey	Diesel	Manual	1.9	193,834	48,259	3,930	Low
M5	2,013	Middle East	White	Petrol	Manual	2.8	99,590	72,482	1,816	Low
X6	2,024	Asia	Black	Diesel	Automatic	3.6	133,509	63,518	8,875	High
7 Series	2,010	Asia	White	Diesel	Manual	4.5	133,033	32,887	779	Low
M3	2,010	Asia	Silver	Hybrid	Automatic	4.9	53,675	51,264	7,451	High
7 Series	2,017	Africa	White	Hybrid	Manual	4.1	89,484	31,982	6,942	Low
M3	2,023	Europe	Red	Diesel	Automatic	3.6	95,948	98,287	5,676	Low
M3	2,023	Africa	Silver	Petrol	Manual	2	87,580	96,526	7,468	High
i3	2,022	South America	Red	Diesel	Manual	1.8	111,221	90,149	5,270	Low
i3	2,023	Europe	White	Hybrid	Automatic	3.6	11,772	56,810	8,895	High
7 Series	2,020	North America	Grey	Diesel	Manual	3.4	132,069	44,937	5,878	Low
X6	2,024	North America	Red	Diesel	Automatic	4.5	89,711	49,206	7,571	High
X3	2,011	Africa	Black	Petrol	Automatic	2.6	31,185	62,214	8,447	High
X6	2,010	South America	Red	Hybrid	Manual	1.6	65,491	53,704	8,733	High
i8	2,020	Africa	Grey	Hybrid	Automatic	3	168,334	45,950	5,743	Low
7 Series	2,017	Europe	Grey	Diesel	Manual	4.9	146,875	107,539	8,290	High
X3	2,013	Middle East	Silver	Petrol	Automatic	4.3	176,840	44,567	2,209	Low
i3	2,012	Africa	Blue	Hybrid	Manual	1.6	173,995	113,221	5,234	Low
i8	2,022	Middle East	Silver	Petrol	Automatic	4.6	129,517	44,090	2,022	Low
i8	2,021	North America	White	Hybrid	Automatic	3.2	77,690	34,220	9,451	High
X3	2,013	Africa	Silver	Diesel	Automatic	2.8	176,490	93,603	7,641	High
i8	2,023	Middle East	Black	Hybrid	Manual	2.7	126,592	46,503	2,662	Low
3 Series	2,020	South America	Silver	Diesel	Automatic	3.6	47,655	87,176	7,809	High
X3	2,014	North America	White	Hybrid	Automatic	3.4	141,172	34,503	6,724	Low
X5	2,010	Asia	Red	Hybrid	Manual	3.8	33,352	88,757	9,607	High
7 Series	2,024	Africa	Silver	Diesel	Automatic	3.5	5,141	115,134	4,614	Low
X1	2,023	Africa	Blue	Diesel	Automatic	2	189,730	58,595	7,475	High
i8	2,020	Europe	White	Petrol	Automatic	2.4	117,280	43,005	7,853	High
i8	2,010	Europe	Black	Hybrid	Manual	4.4	86,537	94,088	1,551	Low
i8	2,012	Europe	Blue	Electric	Manual	3.8	77,500	87,220	8,164	High
M5	2,015	Europe	Red	Diesel	Manual	3.1	132,730	75,432	3,715	Low
X3	2,010	Asia	Silver	Hybrid	Manual	2.1	72,594	65,680	1,291	Low
X3	2,023	South America	Grey	Electric	Automatic	1.5	37,059	63,716	5,865	Low
X1	2,020	Europe	White	Electric	Manual	2.6	176,978	83,487	4,648	Low
3 Series	2,021	North America	Blue	Hybrid	Automatic	1.7	132,747	110,532	9,292	High
M3	2,024	Asia	White	Petrol	Automatic	3.2	19,871	108,174	325	Low
X5	2,011	North America	Black	Petrol	Manual	4.4	57,114	66,362	9,801	High
X6	2,024	South America	White	Electric	Automatic	2.5	62,904	110,544	6,403	Low
7 Series	2,021	North America	Black	Hybrid	Automatic	4.5	110,901	76,840	2,145	Low
i8	2,023	North America	Grey	Diesel	Automatic	4	20,420	89,980	5,700	Low
7 Series	2,016	Middle East	Black	Electric	Manual	1.9	170,322	84,493	3,102	Low
3 Series	2,023	North America	Blue	Electric	Manual	3.8	77,938	119,448	2,139	Low
M3	2,023	North America	Black	Petrol	Manual	2	52,211	70,416	3,084	Low
X1	2,010	Middle East	Grey	Petrol	Automatic	3.8	193,908	110,406	7,388	High
i3	2,022	Asia	Red	Diesel	Manual	2	52,742	59,449	6,966	Low
X6	2,023	Africa	Red	Hybrid	Manual	2.9	124,237	49,717	7,346	High
i8	2,024	Europe	Blue	Diesel	Automatic	3.5	73,416	104,977	3,821	Low
i8	2,016	Europe	Red	Petrol	Automatic	1.7	82,980	91,989	141	Low
7 Series	2,024	Asia	Black	Hybrid	Automatic	2	165,169	87,949	8,246	High
5 Series	2,013	North America	Blue	Hybrid	Automatic	2.6	174,460	111,248	6,216	Low
X6	2,019	Asia	White	Electric	Manual	3.1	144,264	75,421	5,413	Low
3 Series	2,023	Asia	Red	Petrol	Automatic	4.5	99,716	77,359	558	Low
i8	2,015	Europe	Blue	Electric	Automatic	2.2	152,111	77,508	4,941	Low
i8	2,023	Asia	Blue	Diesel	Automatic	2.7	164,104	61,359	6,424	Low
i8	2,017	Asia	Black	Hybrid	Manual	3.2	51,891	53,913	4,648	Low
i8	2,018	Middle East	White	Electric	Manual	2.5	112,669	39,137	7,366	High
X6	2,015	Africa	White	Electric	Manual	3.7	109,755	73,141	1,022	Low
X1	2,021	North America	Black	Electric	Manual	2.4	173,314	59,342	4,609	Low
7 Series	2,020	Europe	Blue	Diesel	Manual	4.2	59,059	97,784	3,046	Low
M5	2,022	North America	Blue	Diesel	Automatic	3.3	42,651	86,128	8,009	High
X6	2,024	Europe	Silver	Electric	Manual	1.8	49,994	42,005	4,951	Low
7 Series	2,023	South America	Black	Electric	Manual	3.7	189,648	57,724	3,067	Low

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