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
M3	2,010	Middle East	Black	Diesel	Automatic	4.5	25,257	77,621	8,504	High
X1	2,013	Europe	Red	Hybrid	Automatic	4.9	54,733	77,694	9,713	High
7 Series	2,024	Asia	Grey	Petrol	Manual	2.7	66,930	58,482	1,277	Low
3 Series	2,017	Asia	Blue	Petrol	Automatic	4.9	36,504	51,227	779	Low
5 Series	2,011	Asia	Silver	Electric	Manual	4.3	189,487	67,997	509	Low
X3	2,022	Europe	Grey	Electric	Automatic	1.6	196,500	102,509	3,066	Low
5 Series	2,022	Europe	Blue	Petrol	Automatic	3.6	165,482	53,363	494	Low
X1	2,020	Asia	Red	Diesel	Manual	2.8	120,372	54,805	8,963	High
i3	2,022	Asia	Blue	Petrol	Manual	1.6	147,278	118,932	3,762	Low
3 Series	2,017	South America	White	Diesel	Automatic	3.4	181,377	93,065	9,524	High
X3	2,019	Middle East	Silver	Hybrid	Manual	3.5	10,500	32,676	369	Low
i8	2,022	North America	Silver	Petrol	Manual	2.4	106,450	96,986	5,793	Low
X6	2,021	Middle East	Black	Petrol	Automatic	4.8	139,496	45,415	5,778	Low
X5	2,023	North America	Red	Petrol	Automatic	3.6	24,458	98,828	6,316	Low
M3	2,022	Europe	Red	Hybrid	Automatic	2.1	139,995	74,213	6,434	Low
M5	2,018	South America	Blue	Hybrid	Manual	4	38,123	44,334	8,433	High
3 Series	2,018	North America	White	Diesel	Manual	3.2	43,628	91,103	1,741	Low
X5	2,023	Middle East	Red	Electric	Automatic	3.2	108,673	118,105	482	Low
5 Series	2,010	Africa	Black	Electric	Automatic	4.4	168,874	72,944	947	Low
X5	2,018	Asia	Silver	Petrol	Automatic	2	124,827	118,687	3,311	Low
M5	2,013	Middle East	Silver	Electric	Manual	3.2	7,207	52,803	4,620	Low
i3	2,021	Middle East	White	Hybrid	Automatic	4.2	108,200	78,541	9,886	High
3 Series	2,021	South America	Red	Hybrid	Automatic	3.8	157,942	75,149	4,638	Low
7 Series	2,017	North America	Black	Electric	Manual	1.5	9,438	88,886	6,131	Low
i8	2,022	Europe	Grey	Diesel	Manual	4.3	40,984	34,053	2,205	Low
X3	2,023	South America	White	Hybrid	Manual	4.8	21,686	88,850	4,297	Low
7 Series	2,018	North America	Red	Hybrid	Automatic	4	48,211	114,494	2,578	Low
3 Series	2,012	Europe	Silver	Diesel	Manual	4.6	150,398	103,983	5,379	Low
3 Series	2,015	Middle East	Black	Electric	Manual	2.8	69,431	56,597	8,397	High
7 Series	2,012	Middle East	Silver	Petrol	Automatic	2.7	114,859	37,618	4,874	Low
i3	2,010	North America	Red	Electric	Automatic	2.6	153,157	52,316	666	Low
X5	2,019	South America	Silver	Petrol	Manual	4.1	168,079	68,009	4,658	Low
M3	2,015	South America	Blue	Petrol	Manual	4.8	111,600	68,415	7,855	High
X5	2,014	Africa	Black	Hybrid	Automatic	4.6	82,058	113,637	2,688	Low
M3	2,012	Europe	Blue	Petrol	Manual	2	81,794	77,259	4,797	Low
i8	2,023	Middle East	Blue	Hybrid	Automatic	3.7	113,744	77,321	8,892	High
3 Series	2,023	Europe	Red	Electric	Automatic	5	158,207	43,767	9,435	High
7 Series	2,013	Africa	Grey	Diesel	Automatic	2.5	97,225	51,301	5,338	Low
7 Series	2,011	North America	Grey	Electric	Automatic	3.7	77,273	31,019	8,756	High
M5	2,021	North America	Grey	Electric	Manual	4.7	130,718	59,638	6,299	Low
X6	2,019	Europe	White	Diesel	Manual	4.6	98,535	46,035	7,441	High
X1	2,019	Africa	Silver	Electric	Automatic	2.6	59,284	59,107	9,437	High
M5	2,022	Middle East	Silver	Electric	Manual	1.8	6,553	82,254	6,075	Low
7 Series	2,023	South America	Silver	Petrol	Manual	3.8	132,667	89,262	2,087	Low
X1	2,013	Africa	Black	Electric	Manual	4.8	135,519	41,756	5,855	Low
5 Series	2,013	Europe	Black	Diesel	Automatic	3.3	123,966	35,654	7,800	High
7 Series	2,012	Middle East	Red	Diesel	Automatic	3.1	15,548	100,010	1,482	Low
X5	2,015	Asia	Grey	Petrol	Manual	4.5	20,261	52,323	5,214	Low
M5	2,010	Africa	Black	Diesel	Manual	3	192,602	54,719	1,853	Low
X5	2,018	North America	Red	Hybrid	Automatic	3.9	170,962	118,703	7,449	High
7 Series	2,020	Middle East	Blue	Hybrid	Automatic	2.9	56,681	50,500	8,236	High
i3	2,019	South America	Grey	Electric	Manual	2.8	107,134	39,541	5,632	Low
i8	2,012	South America	White	Electric	Manual	2.2	58,650	51,691	1,604	Low
X3	2,012	Middle East	Red	Petrol	Manual	1.8	76,708	51,013	3,787	Low
7 Series	2,021	Africa	Blue	Diesel	Automatic	4.6	97,978	113,475	8,194	High
M3	2,012	North America	Blue	Petrol	Automatic	2.1	72,482	70,407	3,751	Low
3 Series	2,016	South America	Black	Diesel	Automatic	1.7	92,153	77,968	1,876	Low
3 Series	2,017	South America	Silver	Electric	Automatic	3.5	138,839	84,057	6,003	Low
X5	2,011	Asia	Grey	Hybrid	Automatic	3.4	76,207	79,979	9,811	High
X1	2,010	South America	White	Petrol	Automatic	3.5	149,310	117,250	8,031	High
M3	2,014	Africa	Black	Hybrid	Manual	3.1	128,679	104,406	2,972	Low
X3	2,017	Middle East	White	Diesel	Manual	2	38,768	34,107	4,676	Low
3 Series	2,023	South America	Black	Electric	Automatic	1.6	98,112	64,270	3,339	Low
7 Series	2,012	South America	Grey	Hybrid	Manual	1.7	66,685	46,298	1,474	Low
i8	2,015	Europe	Grey	Diesel	Automatic	4.8	186,297	68,116	7,017	High
i8	2,012	Middle East	Grey	Petrol	Automatic	3.4	31,266	95,198	7,932	High
X3	2,024	Europe	Black	Petrol	Automatic	2.9	80,068	85,034	941	Low
X3	2,015	Asia	Silver	Electric	Manual	2.9	175,306	34,917	2,609	Low
M3	2,021	South America	Red	Petrol	Automatic	3.8	163,032	45,481	7,836	High
M5	2,013	Africa	Black	Electric	Automatic	2.8	197,319	52,316	2,002	Low
M3	2,023	South America	White	Hybrid	Automatic	4.3	7,100	105,960	7,500	High
7 Series	2,020	Europe	Blue	Petrol	Automatic	2.4	53,134	49,767	768	Low
i8	2,024	Africa	Silver	Petrol	Automatic	2.8	156,226	56,450	3,903	Low
i3	2,016	Europe	Grey	Hybrid	Manual	4.8	134,683	117,287	8,221	High
X1	2,020	Africa	White	Electric	Manual	2.4	167,352	58,860	6,286	Low
M5	2,019	South America	Blue	Diesel	Manual	3.8	178,181	93,261	4,644	Low
M5	2,010	South America	Grey	Diesel	Automatic	2.8	1,283	75,097	2,387	Low
5 Series	2,010	Europe	Red	Diesel	Automatic	3.1	12,659	32,710	7,654	High
i3	2,024	Europe	White	Diesel	Automatic	1.7	28,257	102,539	4,015	Low
M5	2,014	Europe	Grey	Electric	Manual	2.1	64,132	67,913	2,413	Low
i3	2,018	Europe	White	Electric	Automatic	1.9	70,119	56,579	768	Low
5 Series	2,014	North America	White	Hybrid	Automatic	4.5	125,661	52,759	6,250	Low
X3	2,013	Africa	Blue	Electric	Automatic	4.9	81,064	100,054	5,628	Low
3 Series	2,017	Middle East	Blue	Diesel	Manual	1.7	162,590	83,543	1,342	Low
X6	2,022	Africa	White	Hybrid	Automatic	1.8	56,202	88,996	1,508	Low
M3	2,014	Africa	Silver	Electric	Manual	3.4	167,999	70,355	9,618	High
M5	2,010	Europe	White	Hybrid	Manual	3.3	13,501	68,805	6,120	Low
X5	2,016	Asia	White	Diesel	Automatic	3.8	26,403	68,726	729	Low
M5	2,020	Middle East	Silver	Diesel	Manual	4.1	31,731	106,055	4,027	Low
X5	2,024	Africa	Silver	Petrol	Manual	4.3	115,069	90,927	5,506	Low
X1	2,013	Africa	Grey	Electric	Manual	2	1,035	69,966	995	Low
X3	2,019	Europe	Black	Hybrid	Manual	1.6	89,687	90,067	4,548	Low
i3	2,014	Asia	Red	Electric	Automatic	4.6	186,962	86,068	6,609	Low
i8	2,022	Europe	Silver	Hybrid	Automatic	3.1	171,234	105,689	3,893	Low
M3	2,015	Europe	Blue	Electric	Automatic	4.9	193,664	58,752	6,565	Low
M3	2,022	Europe	Blue	Hybrid	Manual	3.4	78,341	83,076	8,669	High
M5	2,016	Asia	Silver	Petrol	Manual	3.3	80,833	53,326	6,280	Low
3 Series	2,020	Europe	Blue	Diesel	Manual	3.7	46,905	115,153	7,158	High
3 Series	2,011	North America	Silver	Diesel	Automatic	2.1	5,139	119,284	8,141	High
5 Series	2,024	North America	Grey	Hybrid	Manual	2.4	158,840	58,312	8,104	High

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