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
i8	2,022	Africa	Blue	Electric	Automatic	4.4	64,449	34,407	3,683	Low
7 Series	2,016	Africa	Silver	Hybrid	Automatic	3.4	56,579	39,365	336	Low
i3	2,019	Africa	White	Electric	Automatic	4.1	130,283	57,336	2,705	Low
i3	2,012	Asia	Black	Hybrid	Automatic	3.8	17,821	41,029	2,102	Low
i8	2,016	South America	Black	Hybrid	Manual	3.3	69,685	63,963	1,603	Low
X6	2,023	Middle East	White	Petrol	Automatic	2.3	22,813	66,077	5,511	Low
X1	2,011	Middle East	White	Electric	Manual	4.6	24,080	92,589	6,820	Low
X1	2,016	Asia	Black	Hybrid	Manual	2.5	44,418	45,670	2,296	Low
X3	2,018	South America	Silver	Hybrid	Manual	2.4	55,707	94,532	8,824	High
X6	2,021	Africa	Black	Hybrid	Automatic	2.4	176,064	99,588	4,053	Low
X5	2,014	North America	Blue	Petrol	Manual	1.8	134,488	49,464	3,245	Low
i8	2,021	South America	Silver	Petrol	Manual	3.2	194,266	96,056	7,059	High
X5	2,015	North America	Grey	Electric	Automatic	2.6	125,452	31,145	6,490	Low
i3	2,022	Africa	Grey	Hybrid	Automatic	3.3	93,690	66,083	312	Low
X1	2,019	Middle East	Grey	Hybrid	Automatic	3.1	148,698	45,175	9,237	High
7 Series	2,020	Europe	White	Diesel	Manual	3.3	59,414	113,406	3,896	Low
M3	2,012	Africa	Blue	Diesel	Manual	2.5	186,115	115,013	6,563	Low
M3	2,022	South America	Silver	Hybrid	Automatic	4.4	70,072	79,370	1,897	Low
X1	2,019	Middle East	Silver	Electric	Manual	3.4	178,130	31,314	6,210	Low
X5	2,014	Africa	White	Hybrid	Automatic	2.2	18,193	62,410	2,072	Low
X3	2,022	Middle East	Blue	Petrol	Manual	4.7	140,150	31,248	9,259	High
i3	2,024	Africa	Silver	Hybrid	Manual	1.9	88,482	73,086	6,413	Low
M3	2,014	Middle East	White	Hybrid	Automatic	4.1	130,146	49,169	4,768	Low
X3	2,012	Asia	Grey	Electric	Automatic	3.9	17,994	37,940	4,542	Low
7 Series	2,017	Africa	Red	Diesel	Automatic	1.8	9,124	88,123	3,690	Low
M5	2,015	Europe	Blue	Hybrid	Automatic	4.7	110,795	82,898	7,372	High
X6	2,022	South America	Silver	Hybrid	Manual	2.6	13,583	92,641	1,890	Low
3 Series	2,012	Middle East	Grey	Diesel	Automatic	4.1	190,219	30,388	2,148	Low
X1	2,010	Asia	Red	Petrol	Automatic	2.5	124,218	108,978	2,608	Low
3 Series	2,019	North America	Grey	Diesel	Automatic	3.3	139,335	34,635	3,510	Low
X3	2,010	North America	Grey	Petrol	Manual	4.9	77,294	36,933	7,543	High
M3	2,022	Middle East	Grey	Electric	Automatic	3.6	98,346	81,953	5,914	Low
X1	2,020	Africa	Blue	Electric	Manual	2.5	186,145	95,566	5,428	Low
X6	2,019	South America	Blue	Diesel	Manual	3.1	170,907	59,850	3,421	Low
X3	2,021	Europe	Blue	Diesel	Automatic	3.9	195,819	75,446	5,105	Low
i8	2,011	North America	Silver	Diesel	Manual	3.1	105,280	72,477	7,056	High
5 Series	2,019	North America	Red	Hybrid	Automatic	4.7	192,281	113,875	3,338	Low
7 Series	2,014	Middle East	Silver	Diesel	Automatic	4.5	27,171	109,672	5,608	Low
X1	2,016	Asia	Silver	Electric	Automatic	2	32,929	116,287	268	Low
3 Series	2,010	Africa	Blue	Petrol	Manual	4.2	184,763	56,593	5,085	Low
7 Series	2,010	Middle East	Silver	Hybrid	Manual	4.8	60,568	99,032	8,572	High
M3	2,013	Europe	Blue	Diesel	Automatic	2.6	38,423	66,299	7,746	High
i3	2,022	North America	Blue	Petrol	Automatic	2.3	149,099	78,543	5,560	Low
X5	2,019	Africa	Blue	Diesel	Manual	1.5	146,279	40,162	2,504	Low
X5	2,024	Africa	Red	Petrol	Manual	1.9	186,520	68,627	932	Low
X6	2,015	Asia	Blue	Hybrid	Manual	4.9	138,660	46,018	3,280	Low
i3	2,018	Asia	Grey	Diesel	Automatic	2.9	157,068	87,516	4,677	Low
i3	2,010	South America	Grey	Petrol	Automatic	2.9	51,155	83,307	2,524	Low
X5	2,020	South America	White	Hybrid	Automatic	2.4	61,532	73,139	2,118	Low
i8	2,019	South America	Silver	Petrol	Automatic	2.1	168,734	89,916	8,103	High
7 Series	2,014	South America	Blue	Hybrid	Manual	3.3	139,202	93,902	7,077	High
5 Series	2,018	Asia	White	Hybrid	Manual	4	102,828	64,270	7,189	High
i8	2,017	Asia	Blue	Electric	Automatic	3.4	107,169	37,494	1,810	Low
X1	2,016	Africa	Blue	Diesel	Manual	1.6	195,002	110,715	9,798	High
X1	2,022	South America	White	Electric	Automatic	4.3	179,836	51,482	4,525	Low
M3	2,019	Europe	Blue	Hybrid	Automatic	4.8	182,770	32,638	5,199	Low
i3	2,011	South America	Black	Electric	Manual	3	11,703	34,334	9,537	High
M5	2,018	Europe	Black	Electric	Automatic	2.8	170,338	73,244	2,839	Low
5 Series	2,021	North America	White	Petrol	Automatic	2.3	161,292	115,319	4,190	Low
X5	2,022	North America	Black	Hybrid	Automatic	2.6	121,713	95,787	602	Low
3 Series	2,017	Africa	White	Petrol	Automatic	3.8	155,815	71,290	6,081	Low
i3	2,022	Europe	White	Petrol	Automatic	4.2	42,954	68,142	9,502	High
M5	2,020	Asia	White	Diesel	Automatic	2.7	124,044	63,175	9,968	High
3 Series	2,024	Middle East	Blue	Hybrid	Automatic	2.7	71,101	112,342	8,640	High
i3	2,019	Middle East	Red	Diesel	Automatic	3.1	59,700	89,834	7,981	High
i8	2,019	Asia	Blue	Diesel	Manual	2.1	168,172	91,792	5,398	Low
3 Series	2,018	Middle East	White	Petrol	Automatic	4.7	55,595	45,807	3,126	Low
i8	2,018	South America	Silver	Petrol	Manual	4	2,779	51,459	8,062	High
i3	2,018	Middle East	Blue	Petrol	Automatic	3	29,123	119,516	1,543	Low
i3	2,012	Asia	Blue	Electric	Manual	1.9	168,917	119,089	8,131	High
i3	2,016	Africa	Red	Electric	Automatic	4.5	129,468	88,802	2,877	Low
X6	2,021	South America	Blue	Diesel	Automatic	3.2	198,069	111,765	3,152	Low
3 Series	2,010	South America	Blue	Hybrid	Automatic	4.3	26,800	111,402	4,485	Low
X1	2,018	Middle East	White	Petrol	Automatic	1.6	37,905	106,406	3,974	Low
3 Series	2,023	Middle East	Blue	Electric	Manual	2.5	60,161	89,215	4,977	Low
X5	2,024	North America	Red	Petrol	Manual	3.7	22,967	93,709	4,538	Low
M3	2,018	Europe	White	Electric	Manual	3.2	125,361	61,500	5,554	Low
i3	2,012	North America	Silver	Diesel	Automatic	2.5	55,136	98,939	8,499	High
3 Series	2,014	Asia	White	Hybrid	Automatic	2.2	14,327	107,990	1,244	Low
X5	2,021	Middle East	White	Petrol	Manual	2.6	148,202	38,714	3,609	Low
3 Series	2,022	South America	Silver	Electric	Automatic	4.1	67,780	116,714	6,767	Low
5 Series	2,017	Middle East	White	Diesel	Manual	2.1	181,631	106,607	8,373	High
X1	2,015	Asia	Black	Petrol	Manual	3.6	36,363	97,840	6,758	Low
i3	2,019	Middle East	Grey	Diesel	Automatic	3	38,841	114,309	6,030	Low
i3	2,019	Asia	Red	Petrol	Manual	4.2	120,541	107,583	6,602	Low
X6	2,018	Africa	Blue	Hybrid	Automatic	2.2	168,209	35,868	3,850	Low
X3	2,023	Africa	White	Diesel	Manual	2.4	23,918	87,140	817	Low
X3	2,022	Europe	Silver	Electric	Manual	2.9	108,279	37,987	4,243	Low
i8	2,012	Europe	Grey	Hybrid	Manual	2.1	10,458	89,138	7,940	High
M5	2,021	Middle East	Blue	Petrol	Manual	3.1	47,052	104,632	3,495	Low
i3	2,016	Africa	Blue	Petrol	Manual	3	31,297	32,969	8,662	High
X6	2,022	Asia	Grey	Electric	Manual	5	79,896	119,098	9,602	High
i3	2,015	North America	Silver	Electric	Manual	3.6	25,376	69,016	8,345	High
7 Series	2,023	North America	Red	Petrol	Automatic	1.7	128,802	77,666	9,606	High
i8	2,024	North America	Red	Diesel	Manual	3.1	195,391	115,097	7,005	High
M5	2,014	Europe	Red	Hybrid	Manual	4.6	1,272	49,583	5,723	Low
X5	2,013	Middle East	Silver	Diesel	Automatic	4.5	34,220	106,250	3,904	Low
7 Series	2,014	Africa	Blue	Hybrid	Automatic	4.9	16,192	86,859	7,380	High
7 Series	2,022	Asia	Silver	Hybrid	Automatic	4.6	93,810	55,648	9,358	High
X5	2,013	North America	Blue	Petrol	Automatic	2.1	89,752	59,546	580	Low

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