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	2,021	Europe	Silver	Petrol	Automatic	3.5	197,340	73,426	7,411	High
i8	2,013	Africa	Blue	Hybrid	Automatic	3.2	195,934	77,561	6,353	Low
X3	2,013	Africa	Red	Petrol	Manual	3.9	78,930	37,595	7,204	High
X1	2,011	South America	Black	Diesel	Automatic	2.2	139,438	99,125	999	Low
X1	2,018	Africa	Grey	Hybrid	Automatic	3.2	172,179	77,371	886	Low
3 Series	2,012	Europe	White	Petrol	Manual	2.6	29,740	88,784	8,848	High
i8	2,013	Africa	Red	Diesel	Automatic	2.1	17,365	74,523	5,411	Low
X5	2,023	Middle East	White	Electric	Manual	3.6	107,932	91,988	6,068	Low
7 Series	2,016	Africa	White	Petrol	Automatic	3.5	139,948	114,823	7,238	High
3 Series	2,019	North America	White	Electric	Manual	4.2	161,416	107,342	1,178	Low
M3	2,017	Europe	Silver	Diesel	Manual	4.6	101,073	49,630	9,012	High
X5	2,017	Asia	Black	Petrol	Manual	2.3	82,998	89,221	8,172	High
X1	2,013	Europe	Red	Petrol	Manual	4.2	189,387	96,806	5,883	Low
X1	2,024	Middle East	Grey	Diesel	Manual	2.8	137,179	39,855	748	Low
i8	2,016	Europe	White	Petrol	Manual	3.7	137,444	36,609	5,070	Low
X5	2,019	Africa	Red	Petrol	Manual	4.5	158,839	45,123	3,339	Low
5 Series	2,010	Middle East	Grey	Electric	Automatic	2.4	181,533	108,312	2,189	Low
5 Series	2,015	Asia	Grey	Electric	Manual	3.6	157,906	44,323	2,201	Low
M3	2,015	North America	Silver	Electric	Automatic	3.2	140,454	46,880	1,714	Low
M5	2,015	Europe	Black	Electric	Automatic	4.3	131,111	47,688	7,579	High
X5	2,021	South America	White	Diesel	Manual	3.9	22,842	59,130	8,613	High
7 Series	2,011	Africa	White	Petrol	Manual	4.2	43,247	110,355	3,097	Low
3 Series	2,017	South America	Grey	Diesel	Manual	2.5	24,884	99,131	8,473	High
X1	2,023	Africa	Blue	Electric	Manual	4	14,614	96,567	6,627	Low
X1	2,024	Middle East	Red	Hybrid	Automatic	3.6	37,617	89,995	6,717	Low
M5	2,024	North America	Grey	Petrol	Automatic	3.1	199,426	47,342	4,119	Low
X3	2,014	South America	Silver	Hybrid	Manual	2.8	174,221	70,770	5,168	Low
i8	2,014	South America	Blue	Hybrid	Manual	2.7	145,950	72,976	1,693	Low
5 Series	2,011	North America	Red	Electric	Manual	1.5	186,102	32,108	6,024	Low
M3	2,013	South America	Red	Diesel	Manual	2.1	82,437	113,815	5,736	Low
X1	2,021	South America	Red	Diesel	Manual	1.7	192,384	118,906	6,790	Low
i8	2,018	Africa	Black	Electric	Manual	4.5	175,562	59,917	4,098	Low
i8	2,018	Middle East	Black	Petrol	Manual	4.5	6,838	96,715	5,079	Low
X6	2,015	North America	White	Diesel	Manual	4.5	51,435	47,267	3,194	Low
5 Series	2,020	North America	Grey	Petrol	Automatic	4.4	195,028	32,783	1,212	Low
3 Series	2,024	Asia	Grey	Hybrid	Manual	2.3	18,037	114,431	2,630	Low
5 Series	2,018	North America	Silver	Diesel	Manual	3.2	120,151	55,220	4,097	Low
M3	2,013	Europe	Silver	Electric	Automatic	4.7	150,649	105,709	9,775	High
X5	2,024	North America	Silver	Electric	Automatic	4.2	19,182	56,243	2,511	Low
M5	2,020	Middle East	Black	Hybrid	Manual	1.5	155,169	73,907	4,016	Low
i3	2,010	North America	Black	Diesel	Automatic	3.1	68,807	58,735	2,168	Low
7 Series	2,011	South America	Grey	Hybrid	Manual	1.5	174,736	117,296	8,119	High
7 Series	2,022	Africa	Blue	Petrol	Manual	2.5	98,909	88,440	2,207	Low
X1	2,010	Middle East	Red	Petrol	Automatic	3	179,179	116,046	8,192	High
5 Series	2,017	South America	White	Electric	Automatic	4.6	53,627	102,317	5,812	Low
M5	2,018	South America	Red	Diesel	Automatic	3.8	59,101	49,339	2,491	Low
M5	2,019	Africa	White	Hybrid	Manual	2.8	21,761	42,423	5,150	Low
5 Series	2,021	Asia	Black	Hybrid	Manual	3.2	152,207	52,205	3,782	Low
M3	2,015	North America	Grey	Hybrid	Automatic	4.4	177,349	45,842	3,614	Low
i3	2,011	North America	Grey	Diesel	Automatic	2.5	81,908	118,038	6,172	Low
7 Series	2,015	South America	Silver	Petrol	Manual	3.7	12,369	81,350	4,740	Low
M5	2,018	Middle East	Blue	Hybrid	Automatic	2.4	30,796	108,272	2,348	Low
X5	2,021	Africa	White	Diesel	Automatic	3.2	19,362	92,182	9,912	High
X3	2,012	Africa	White	Petrol	Automatic	1.6	74,169	62,230	4,393	Low
i8	2,018	Asia	Grey	Diesel	Manual	4.5	81,795	64,399	9,295	High
i8	2,011	South America	Blue	Electric	Automatic	1.7	87,303	65,556	5,575	Low
M5	2,020	North America	Blue	Diesel	Automatic	2.3	179,530	63,515	3,137	Low
M5	2,014	Asia	Red	Diesel	Manual	2.7	143,762	82,341	1,397	Low
M5	2,020	Middle East	Blue	Hybrid	Automatic	3.7	82,873	59,757	6,150	Low
X1	2,011	Europe	Red	Electric	Manual	4	4,802	82,826	6,711	Low
X1	2,016	North America	Black	Hybrid	Automatic	1.8	136,041	58,128	9,393	High
5 Series	2,020	Middle East	Blue	Diesel	Automatic	1.7	61,859	59,698	4,381	Low
7 Series	2,019	North America	Grey	Diesel	Automatic	4.3	150,720	33,859	3,743	Low
X6	2,024	North America	Grey	Petrol	Manual	4	61,542	71,407	1,183	Low
X6	2,018	Africa	Grey	Diesel	Manual	4.4	84,538	87,841	4,230	Low
X1	2,016	Europe	Red	Diesel	Manual	3.9	179,689	71,826	9,376	High
i3	2,021	Europe	Black	Electric	Manual	4.1	82,402	38,100	9,485	High
M3	2,014	Asia	Red	Electric	Automatic	2.8	12,020	66,157	4,950	Low
M5	2,024	Africa	Blue	Diesel	Automatic	3.6	45,578	60,969	6,208	Low
X6	2,013	Asia	Silver	Petrol	Manual	4.3	106,797	35,503	6,970	Low
3 Series	2,021	Africa	Silver	Diesel	Automatic	2.1	76,891	80,344	5,734	Low
X5	2,013	Africa	White	Diesel	Automatic	3	5,190	75,940	4,059	Low
X6	2,024	Asia	White	Diesel	Manual	4.1	179,461	62,193	3,891	Low
M3	2,019	Middle East	Silver	Diesel	Automatic	3.4	31,712	105,002	6,100	Low
M3	2,017	South America	Silver	Hybrid	Automatic	3.9	169,916	65,958	1,039	Low
X6	2,019	Africa	Blue	Hybrid	Automatic	2.5	133,947	78,380	777	Low
X3	2,022	Asia	Grey	Hybrid	Manual	1.6	146,590	93,113	9,089	High
M3	2,019	South America	Red	Petrol	Manual	1.6	190,682	119,926	2,726	Low
i8	2,023	North America	White	Electric	Automatic	4.8	186,390	48,970	9,532	High
i8	2,019	Africa	White	Electric	Manual	4.8	155,520	50,548	8,882	High
5 Series	2,019	Middle East	White	Electric	Automatic	2.2	76,456	62,167	7,028	High
M3	2,019	North America	White	Petrol	Automatic	2	61,785	59,405	4,893	Low
X6	2,010	Africa	Black	Hybrid	Automatic	1.6	181,283	42,776	7,985	High
M3	2,014	Middle East	Silver	Electric	Manual	2.3	36,024	37,368	4,586	Low
X5	2,023	Europe	Grey	Petrol	Automatic	2.7	170,530	112,866	3,836	Low
M3	2,011	North America	Silver	Hybrid	Automatic	2.3	32,817	63,724	961	Low
i3	2,022	North America	Blue	Diesel	Manual	4.3	37,742	98,568	9,397	High
X3	2,020	Asia	Red	Diesel	Manual	4.1	72,500	92,449	5,377	Low
i3	2,018	Middle East	Blue	Hybrid	Manual	1.8	84,213	41,242	4,747	Low
X5	2,016	Asia	Black	Diesel	Manual	3.9	57,513	106,745	1,120	Low
M5	2,019	Africa	Silver	Electric	Manual	3.3	179,348	44,524	9,848	High
3 Series	2,017	Europe	Silver	Petrol	Automatic	2	51,357	94,251	5,285	Low
X1	2,015	North America	Silver	Petrol	Automatic	4.1	101,116	106,834	5,382	Low
X6	2,018	Asia	Red	Electric	Manual	1.8	147,006	102,738	9,535	High
X3	2,015	South America	Black	Petrol	Manual	2.1	97,317	115,810	325	Low
X3	2,016	South America	Black	Electric	Manual	2	177,193	52,002	231	Low
X5	2,016	Africa	Red	Petrol	Manual	4.8	145,273	105,074	7,073	High
5 Series	2,018	North America	Red	Petrol	Automatic	3.9	170,589	63,412	2,116	Low
7 Series	2,020	Europe	Blue	Hybrid	Automatic	2.9	123,929	34,667	7,309	High
5 Series	2,017	Asia	White	Diesel	Manual	4.4	168,709	32,491	6,369	Low

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