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
7 Series	2,012	Middle East	Red	Diesel	Manual	3.8	35,573	44,253	9,125	High
3 Series	2,011	North America	Silver	Hybrid	Manual	2.7	9,512	90,906	9,140	High
X1	2,022	South America	Silver	Hybrid	Manual	3	74,929	51,790	1,351	Low
i8	2,013	Asia	Blue	Hybrid	Automatic	4.8	26,850	104,851	8,705	High
5 Series	2,013	Africa	Red	Diesel	Manual	2.2	163,878	114,057	7,698	High
i3	2,010	Europe	Black	Diesel	Manual	1.7	98,639	115,527	3,561	Low
i3	2,024	Asia	Blue	Diesel	Automatic	3	117,769	60,033	2,077	Low
i8	2,018	Africa	White	Diesel	Automatic	2.1	13,894	43,495	295	Low
X6	2,019	Europe	Grey	Hybrid	Manual	2	78,086	117,462	9,802	High
i8	2,017	Europe	Silver	Diesel	Automatic	2.9	55,576	116,529	6,560	Low
M5	2,016	Asia	White	Petrol	Manual	3.8	58,820	82,940	2,022	Low
i3	2,015	Africa	Blue	Electric	Automatic	2.3	101,593	107,178	2,183	Low
M3	2,012	Europe	Blue	Hybrid	Manual	4.6	144,285	93,409	9,936	High
X5	2,013	Europe	Blue	Hybrid	Manual	2.8	142,858	87,082	9,331	High
X5	2,011	South America	White	Electric	Manual	4.8	124,710	58,235	5,337	Low
7 Series	2,016	South America	Grey	Petrol	Manual	3.2	76,697	113,421	8,020	High
M5	2,011	Asia	Blue	Petrol	Automatic	4	189,110	118,045	6,286	Low
X6	2,023	South America	White	Electric	Manual	4.5	132,067	98,886	9,194	High
7 Series	2,024	Asia	Silver	Electric	Automatic	3.4	2,453	73,841	5,577	Low
i8	2,019	Asia	Grey	Petrol	Manual	4.5	122,635	116,851	9,508	High
i3	2,010	Europe	Grey	Electric	Automatic	2.8	166,975	110,809	2,828	Low
i8	2,015	Europe	Silver	Hybrid	Manual	2.8	11,605	34,025	8,191	High
7 Series	2,013	South America	White	Diesel	Manual	4.3	168,379	83,511	233	Low
5 Series	2,024	Europe	Red	Petrol	Automatic	2.3	154,813	55,691	6,107	Low
i3	2,017	Asia	Red	Hybrid	Automatic	4	137,011	99,491	6,533	Low
5 Series	2,010	Africa	Grey	Petrol	Manual	1.8	37,607	32,696	7,188	High
i3	2,018	Europe	Red	Hybrid	Automatic	3.7	35,389	55,774	1,577	Low
5 Series	2,015	Europe	White	Petrol	Manual	4.8	66,251	86,377	6,425	Low
i3	2,023	Middle East	White	Hybrid	Automatic	3.1	118,208	75,739	565	Low
X1	2,011	Middle East	Blue	Electric	Automatic	3	14,119	39,123	9,112	High
X5	2,017	Africa	Silver	Hybrid	Manual	3.4	35,846	115,034	5,314	Low
X5	2,014	Africa	Grey	Hybrid	Manual	4	15,077	117,551	8,962	High
M5	2,014	Africa	Red	Hybrid	Automatic	2.8	145,700	95,487	1,569	Low
M5	2,014	Africa	White	Electric	Automatic	1.5	143,341	119,623	8,373	High
X3	2,016	Europe	Grey	Hybrid	Automatic	3.3	165,845	39,299	873	Low
i8	2,016	Africa	Grey	Hybrid	Manual	3	64,096	107,574	2,037	Low
7 Series	2,019	Europe	Blue	Diesel	Automatic	3.4	197,404	61,685	8,935	High
X5	2,020	Europe	Red	Hybrid	Manual	4	76,138	46,000	1,216	Low
X1	2,016	Africa	White	Electric	Automatic	2.5	142,148	58,442	7,943	High
5 Series	2,021	South America	Black	Petrol	Manual	3.3	90,765	56,458	7,732	High
M3	2,019	Europe	White	Hybrid	Automatic	2.4	198,382	51,071	8,223	High
i3	2,011	Europe	White	Electric	Automatic	3.1	86,664	54,299	3,918	Low
X1	2,017	Middle East	Grey	Diesel	Automatic	2.7	5,252	62,294	2,103	Low
7 Series	2,010	Middle East	Grey	Electric	Manual	2.8	77,474	51,581	9,305	High
7 Series	2,022	North America	Silver	Diesel	Automatic	3.5	68,476	47,852	4,939	Low
3 Series	2,023	South America	White	Petrol	Automatic	3.9	61,524	83,717	6,294	Low
X3	2,011	North America	Red	Petrol	Automatic	1.5	162,026	65,460	352	Low
M3	2,020	Africa	White	Hybrid	Manual	4.6	177,563	113,416	1,298	Low
X3	2,016	South America	Black	Electric	Manual	2.8	18,988	76,994	8,232	High
X3	2,013	Europe	Grey	Electric	Manual	3.8	11,521	119,009	9,940	High
M3	2,020	Europe	White	Hybrid	Manual	1.9	138,351	103,577	3,162	Low
7 Series	2,019	South America	Grey	Diesel	Manual	3.5	51,386	33,315	6,334	Low
M5	2,019	Middle East	Silver	Diesel	Automatic	3.9	56,845	67,573	6,499	Low
i3	2,018	Middle East	Black	Electric	Automatic	2.1	167,497	73,135	2,472	Low
i3	2,020	North America	Black	Hybrid	Manual	4.7	10,470	106,068	2,490	Low
5 Series	2,018	Africa	White	Diesel	Automatic	4.2	11,136	73,583	5,687	Low
X6	2,023	Middle East	Black	Hybrid	Manual	3.4	74,038	47,825	9,942	High
X3	2,012	South America	Red	Petrol	Automatic	2.1	61,214	106,100	5,310	Low
7 Series	2,022	Europe	Grey	Electric	Automatic	4.5	142,087	47,811	7,267	High
X1	2,023	South America	Silver	Petrol	Manual	1.7	79,970	48,069	2,696	Low
X6	2,022	Africa	Grey	Electric	Manual	1.9	181,003	30,493	7,652	High
X6	2,012	South America	Grey	Hybrid	Manual	3.9	187,234	87,605	1,479	Low
3 Series	2,018	North America	Grey	Electric	Automatic	2.4	139,344	74,807	3,687	Low
X5	2,022	South America	Black	Diesel	Manual	3.1	171,645	76,620	3,836	Low
5 Series	2,019	Africa	Grey	Electric	Manual	3.4	108,984	112,485	2,506	Low
M3	2,024	Asia	Blue	Diesel	Automatic	3.1	198,802	84,103	3,327	Low
3 Series	2,021	Asia	Grey	Diesel	Automatic	1.8	111,924	80,624	4,297	Low
M5	2,017	Middle East	Grey	Hybrid	Manual	4.1	194,403	83,432	3,612	Low
3 Series	2,010	Africa	Blue	Hybrid	Automatic	2.3	188,856	58,710	8,522	High
i3	2,015	North America	Blue	Diesel	Manual	4.1	69,828	95,015	3,364	Low
7 Series	2,016	South America	Grey	Diesel	Automatic	4.5	196,282	104,891	5,275	Low
X1	2,023	Middle East	Grey	Hybrid	Automatic	3.4	97,947	48,247	9,916	High
X1	2,020	Africa	Blue	Diesel	Manual	4	35,585	56,528	8,124	High
M5	2,023	North America	Black	Hybrid	Automatic	1.6	174,225	54,936	6,111	Low
X3	2,017	Europe	White	Hybrid	Automatic	1.6	83,758	69,587	5,338	Low
M3	2,021	North America	Red	Petrol	Automatic	2.2	76,164	92,522	9,348	High
i3	2,021	Middle East	Blue	Petrol	Manual	2.8	145,682	74,906	1,004	Low
X5	2,011	North America	Grey	Diesel	Automatic	2.1	188,804	100,312	2,029	Low
5 Series	2,023	Europe	Red	Hybrid	Manual	3.7	116,263	49,828	1,926	Low
M5	2,010	Middle East	Red	Diesel	Manual	2.5	75,083	88,049	5,853	Low
X1	2,013	Africa	Silver	Hybrid	Manual	4.5	119,651	33,325	9,172	High
X1	2,010	Asia	White	Electric	Automatic	3.5	146,863	40,506	7,854	High
i8	2,011	Asia	Blue	Petrol	Automatic	2.8	54,242	55,852	1,669	Low
i3	2,012	North America	Black	Petrol	Automatic	4.6	121,573	47,645	4,942	Low
i8	2,013	Asia	Grey	Electric	Automatic	4.4	87,830	102,743	8,149	High
i8	2,021	Asia	Silver	Petrol	Automatic	4.4	36,406	88,422	2,553	Low
M3	2,021	Africa	Grey	Petrol	Manual	4	105,633	78,905	3,878	Low
i8	2,015	Middle East	Blue	Hybrid	Manual	3.6	139,734	52,696	485	Low
X3	2,017	Europe	White	Diesel	Manual	2.8	20,704	43,063	1,114	Low
i8	2,018	North America	Black	Diesel	Manual	3	116,201	102,925	2,975	Low
i3	2,024	Middle East	Black	Diesel	Automatic	3.8	139,321	66,501	6,191	Low
7 Series	2,013	Asia	Grey	Petrol	Automatic	2.1	66,764	30,733	2,611	Low
i8	2,010	Asia	Blue	Hybrid	Manual	4.4	162,145	61,522	7,754	High
M5	2,023	Middle East	Grey	Petrol	Automatic	4.8	133,630	84,149	4,553	Low
X3	2,014	South America	White	Hybrid	Automatic	1.8	26,269	90,817	3,657	Low
X5	2,014	Middle East	Grey	Electric	Manual	1.6	87,100	62,068	6,357	Low
X6	2,018	Africa	Black	Diesel	Automatic	2	167,223	100,339	7,536	High
X1	2,015	South America	White	Electric	Manual	4.2	3,938	66,563	9,802	High
X5	2,014	Middle East	Grey	Hybrid	Manual	1.9	57,732	33,319	9,794	High
X1	2,019	Africa	Red	Petrol	Automatic	2.8	39,043	46,139	471	Low

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