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	2,022	Middle East	Blue	Petrol	Automatic	4.8	80,837	55,381	194	Low
X3	2,021	Africa	Black	Hybrid	Manual	4.7	7,036	108,646	4,391	Low
M5	2,024	Asia	Blue	Petrol	Automatic	2.1	62,353	107,152	6,114	Low
5 Series	2,020	Africa	Black	Hybrid	Automatic	2.5	90,455	73,978	6,349	Low
M5	2,018	North America	Blue	Diesel	Automatic	3.6	183,755	68,235	3,873	Low
i3	2,024	Europe	Red	Diesel	Manual	3.2	133,783	34,879	8,859	High
7 Series	2,011	Europe	Grey	Diesel	Automatic	1.9	108,615	40,156	8,332	High
X1	2,010	Europe	Black	Diesel	Automatic	2.8	112,768	56,392	8,348	High
5 Series	2,020	North America	Grey	Hybrid	Manual	4.8	50,860	112,265	149	Low
i3	2,022	Africa	Red	Electric	Manual	4.8	91,235	100,933	2,859	Low
M3	2,014	South America	White	Hybrid	Manual	3.5	112,936	76,927	6,956	Low
i8	2,020	Middle East	Grey	Petrol	Manual	3.7	152,070	87,259	4,079	Low
M3	2,015	Middle East	White	Diesel	Manual	2.3	35,634	48,224	6,801	Low
3 Series	2,012	Asia	Blue	Petrol	Manual	4.1	79,452	104,549	9,814	High
5 Series	2,017	North America	Red	Electric	Automatic	1.7	160,537	92,666	7,866	High
X6	2,016	Europe	Red	Electric	Manual	2.3	19,945	115,055	3,430	Low
i8	2,011	North America	Silver	Hybrid	Automatic	1.5	56,034	47,408	6,465	Low
X5	2,021	North America	Grey	Petrol	Manual	2.8	168,095	78,798	2,484	Low
X1	2,016	North America	Blue	Diesel	Manual	4.5	164,529	107,026	9,599	High
X5	2,024	Middle East	Red	Diesel	Automatic	4.9	65,654	34,204	8,332	High
X6	2,024	North America	White	Electric	Manual	3.8	35,623	70,695	8,118	High
5 Series	2,010	Africa	Silver	Diesel	Automatic	4.1	163,935	34,212	464	Low
M3	2,018	Africa	Blue	Electric	Manual	2.4	180,000	118,444	8,447	High
i8	2,022	South America	Black	Diesel	Manual	3.3	133,622	38,777	8,161	High
3 Series	2,016	South America	Red	Diesel	Manual	4.1	150,353	119,474	9,199	High
X1	2,015	Africa	Black	Electric	Manual	3.2	182,357	33,645	5,057	Low
X1	2,022	Europe	Black	Diesel	Manual	1.8	27,918	113,867	2,497	Low
M3	2,011	North America	Grey	Hybrid	Automatic	4.1	165,096	57,401	4,071	Low
X3	2,012	South America	Black	Electric	Automatic	2.3	131,990	116,809	3,259	Low
X1	2,010	Middle East	Blue	Diesel	Manual	1.8	3,176	85,573	7,544	High
X5	2,024	Middle East	Grey	Electric	Manual	3.2	11,748	64,463	8,809	High
M5	2,019	Europe	White	Diesel	Manual	1.8	155,788	109,011	6,903	Low
i8	2,022	South America	Red	Petrol	Manual	3.7	64,533	57,846	2,818	Low
M5	2,014	North America	Blue	Diesel	Manual	3.7	18,412	73,079	9,031	High
7 Series	2,018	Africa	Grey	Diesel	Automatic	2.4	116,821	111,607	9,502	High
7 Series	2,022	Africa	Black	Electric	Automatic	4.9	92,508	45,301	9,553	High
i3	2,015	Asia	White	Electric	Manual	4.4	158,338	65,572	9,370	High
i8	2,014	Asia	Blue	Diesel	Automatic	1.9	184,338	49,901	3,968	Low
i8	2,021	Middle East	Black	Diesel	Manual	4.1	152,811	107,942	5,075	Low
5 Series	2,012	South America	Black	Hybrid	Automatic	2.7	125,362	35,208	7,224	High
i3	2,014	Asia	Red	Electric	Manual	4.1	159,398	34,777	7,479	High
M5	2,017	North America	Red	Hybrid	Automatic	4.3	100,549	69,607	1,583	Low
5 Series	2,021	South America	White	Diesel	Automatic	2	269	68,948	2,068	Low
5 Series	2,011	Middle East	Blue	Electric	Manual	3.8	131,739	65,163	3,571	Low
3 Series	2,014	Africa	Red	Petrol	Manual	4.5	33,182	67,023	9,907	High
i8	2,015	Africa	Silver	Petrol	Manual	2.6	62,136	99,794	6,831	Low
7 Series	2,019	South America	Blue	Hybrid	Manual	1.8	67,244	44,796	226	Low
X6	2,017	Middle East	Blue	Petrol	Manual	1.6	121,305	115,898	8,373	High
X6	2,017	Middle East	Red	Diesel	Automatic	1.9	138,354	80,822	4,984	Low
X1	2,024	Europe	Black	Diesel	Manual	1.5	56,617	92,575	1,699	Low
M3	2,014	Middle East	Red	Petrol	Automatic	2.6	11,778	82,598	9,088	High
i3	2,018	Africa	Silver	Electric	Automatic	2.5	21,896	79,783	1,910	Low
7 Series	2,013	Middle East	Blue	Electric	Automatic	1.9	122,626	111,989	9,516	High
i3	2,021	South America	Black	Diesel	Automatic	3.8	160,026	53,482	6,326	Low
5 Series	2,018	Africa	Red	Electric	Automatic	5	146,994	96,182	3,319	Low
7 Series	2,020	Europe	Blue	Diesel	Automatic	4.7	157,028	83,547	3,109	Low
X1	2,016	North America	Grey	Petrol	Manual	2.4	181,998	38,780	9,641	High
M3	2,015	Asia	Grey	Hybrid	Automatic	4.2	165,552	102,588	473	Low
3 Series	2,013	Africa	Black	Diesel	Manual	4.8	115,459	49,321	114	Low
X1	2,011	North America	Red	Electric	Automatic	4.7	191,663	73,537	4,401	Low
M5	2,017	Asia	Black	Electric	Manual	4.6	85,191	98,797	9,117	High
7 Series	2,015	Asia	White	Petrol	Automatic	4.3	8,586	66,796	4,572	Low
5 Series	2,021	South America	Black	Petrol	Manual	2.5	21,820	30,093	3,701	Low
3 Series	2,024	Asia	Grey	Electric	Manual	1.8	60,501	78,677	7,843	High
M3	2,012	North America	Grey	Electric	Manual	3.2	97,203	33,888	2,285	Low
5 Series	2,016	Europe	Silver	Hybrid	Automatic	1.7	59,250	55,597	898	Low
M5	2,019	Asia	Blue	Hybrid	Automatic	5	49,184	78,278	7,337	High
M5	2,016	North America	Black	Petrol	Automatic	2.8	41,321	33,346	182	Low
M5	2,015	North America	Blue	Hybrid	Automatic	4.9	171	115,063	3,678	Low
M3	2,011	Europe	Blue	Petrol	Manual	4.2	27,351	34,899	5,370	Low
3 Series	2,017	Middle East	Blue	Diesel	Manual	2.9	127,745	39,607	4,946	Low
i8	2,010	Europe	Red	Petrol	Manual	1.9	85,854	32,205	6,696	Low
3 Series	2,022	South America	Black	Electric	Automatic	2.3	194,365	49,461	1,406	Low
i8	2,010	Europe	Red	Electric	Manual	3.9	92,133	34,330	9,835	High
X5	2,015	Europe	Red	Hybrid	Manual	4.4	176,367	72,135	9,441	High
X3	2,014	Asia	Grey	Electric	Automatic	4.9	196,175	118,855	9,386	High
i8	2,018	Europe	White	Hybrid	Manual	2	63,765	112,443	6,950	Low
X6	2,022	Africa	Blue	Hybrid	Manual	2	72,138	111,570	8,859	High
X1	2,021	Asia	Red	Diesel	Automatic	1.6	99,238	101,203	900	Low
X1	2,016	South America	White	Electric	Manual	2.4	11,405	116,482	3,366	Low
X3	2,011	North America	Red	Hybrid	Automatic	4.4	147,689	112,991	8,983	High
7 Series	2,022	South America	Grey	Diesel	Automatic	2.2	16,972	34,594	5,176	Low
7 Series	2,021	Middle East	Black	Electric	Manual	3.4	34,575	117,551	6,795	Low
X6	2,016	Africa	Red	Diesel	Automatic	3.1	41,819	86,100	2,896	Low
5 Series	2,024	Europe	White	Diesel	Automatic	2.6	145,990	67,250	4,038	Low
5 Series	2,012	Africa	Blue	Petrol	Automatic	3.7	10,513	67,101	4,478	Low
3 Series	2,010	Africa	Grey	Hybrid	Manual	3.3	26,833	79,573	8,310	High
5 Series	2,020	Middle East	Silver	Diesel	Automatic	2.7	40,494	39,877	5,111	Low
i8	2,017	North America	White	Diesel	Automatic	3.9	85,450	30,724	2,479	Low
3 Series	2,023	Africa	Grey	Electric	Automatic	2.5	174,642	114,750	1,526	Low
5 Series	2,021	Africa	White	Diesel	Manual	3.8	31,270	58,661	1,321	Low
3 Series	2,012	Africa	White	Petrol	Manual	4.9	158,352	56,333	3,330	Low
X3	2,020	Asia	Grey	Diesel	Manual	4.1	84,741	108,883	1,363	Low
i3	2,017	Africa	White	Petrol	Automatic	3	13,869	60,989	8,224	High
M3	2,016	Middle East	White	Hybrid	Manual	4.1	69,920	70,547	3,215	Low
i3	2,021	Europe	Red	Hybrid	Manual	4.3	58,708	82,558	4,152	Low
i8	2,024	Africa	Black	Electric	Automatic	2.6	151,668	85,742	2,167	Low
i3	2,011	Africa	Red	Petrol	Manual	4	67,254	38,618	1,237	Low
M5	2,022	Middle East	Silver	Hybrid	Automatic	3	161,400	31,373	8,540	High
5 Series	2,023	Asia	Grey	Electric	Automatic	4.4	47,816	44,579	1,234	Low

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