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	2,017	Europe	Silver	Electric	Automatic	4.4	96,479	58,215	8,832	High
X6	2,013	Asia	Silver	Petrol	Manual	3	181,570	89,120	2,227	Low
5 Series	2,011	North America	Red	Diesel	Manual	3.8	9,708	81,466	2,717	Low
i3	2,020	Africa	Grey	Petrol	Automatic	2.7	19,353	90,937	9,323	High
5 Series	2,019	Africa	Grey	Electric	Automatic	3.3	106,939	118,784	8,408	High
X6	2,016	Middle East	Grey	Diesel	Manual	2.5	87,533	107,602	7,982	High
X1	2,015	North America	Silver	Petrol	Manual	1.7	62,763	44,878	9,417	High
7 Series	2,023	Europe	Silver	Electric	Automatic	2	68,616	31,139	8,943	High
M3	2,019	Europe	Grey	Electric	Manual	2.5	145,950	72,440	8,225	High
i8	2,014	North America	Silver	Electric	Automatic	4.9	140,483	103,371	3,970	Low
5 Series	2,020	Middle East	Grey	Hybrid	Manual	4.9	52,549	56,549	2,175	Low
M3	2,010	Middle East	Grey	Diesel	Automatic	4.4	32,458	93,485	2,645	Low
M5	2,011	Africa	Grey	Petrol	Manual	2.3	191,079	45,371	1,874	Low
i8	2,017	Europe	White	Electric	Manual	3	133,836	41,811	6,835	Low
M3	2,010	Africa	Silver	Petrol	Automatic	3	69,170	113,418	1,781	Low
M5	2,012	Middle East	Black	Diesel	Manual	2.9	25,981	66,081	6,034	Low
X1	2,011	Middle East	Red	Petrol	Manual	1.7	38,545	82,970	5,562	Low
X1	2,014	South America	Silver	Diesel	Automatic	3.4	120,857	34,089	8,241	High
X5	2,013	Middle East	Silver	Electric	Manual	1.8	40,406	101,567	5,554	Low
i3	2,022	North America	Blue	Electric	Automatic	4.3	32,470	96,265	9,045	High
X3	2,016	South America	Silver	Diesel	Manual	3.9	158,770	51,572	3,950	Low
3 Series	2,014	South America	Grey	Diesel	Automatic	2.7	87,428	114,960	2,772	Low
M3	2,017	North America	Red	Diesel	Automatic	3.8	175,241	30,136	9,679	High
i3	2,013	Middle East	White	Petrol	Manual	2.3	91,566	38,783	3,907	Low
X5	2,024	North America	Black	Hybrid	Automatic	2.4	192,210	47,421	8,207	High
5 Series	2,021	Europe	Grey	Electric	Manual	2.6	37,646	59,386	1,200	Low
M5	2,015	Asia	Grey	Diesel	Automatic	4.3	51,602	33,124	9,523	High
X5	2,013	North America	Blue	Hybrid	Automatic	2.2	165,730	101,016	778	Low
7 Series	2,011	North America	Grey	Electric	Automatic	3.5	65,700	117,651	6,540	Low
i3	2,010	Middle East	Silver	Petrol	Automatic	2.2	97,054	58,927	1,682	Low
3 Series	2,023	Asia	Silver	Diesel	Manual	2.5	154,559	115,685	5,372	Low
X1	2,023	North America	Silver	Hybrid	Automatic	2.3	124,391	103,218	3,449	Low
7 Series	2,010	Africa	Silver	Electric	Automatic	3.8	82,260	57,766	8,090	High
7 Series	2,017	Europe	White	Diesel	Automatic	3.3	95,414	62,147	3,653	Low
M5	2,023	Middle East	Grey	Diesel	Automatic	4	42,323	77,349	3,473	Low
M5	2,013	North America	Red	Electric	Manual	2.3	149,307	78,606	7,170	High
7 Series	2,014	Africa	Blue	Petrol	Automatic	1.5	102,521	97,125	2,554	Low
5 Series	2,020	Europe	Red	Hybrid	Automatic	3.9	39,089	53,167	9,700	High
X1	2,017	South America	White	Petrol	Manual	1.9	107,819	78,734	1,002	Low
X5	2,021	Middle East	Black	Petrol	Manual	2.4	192,135	101,210	2,843	Low
X6	2,024	Asia	Silver	Hybrid	Manual	2.6	146,183	95,937	8,548	High
3 Series	2,016	Middle East	Red	Hybrid	Automatic	4.1	137,760	107,505	2,685	Low
5 Series	2,022	Europe	White	Diesel	Manual	3.7	179,162	102,559	8,552	High
5 Series	2,017	South America	White	Hybrid	Automatic	2.1	176,157	85,373	5,901	Low
3 Series	2,022	Africa	Silver	Diesel	Automatic	3.6	116,315	86,037	6,148	Low
i8	2,017	South America	Grey	Hybrid	Manual	4	51,687	114,824	4,470	Low
7 Series	2,015	North America	Silver	Petrol	Automatic	2.9	83,665	69,640	454	Low
X6	2,019	Africa	Grey	Diesel	Manual	2.4	23,034	93,783	4,669	Low
X3	2,011	Europe	Black	Hybrid	Manual	3.9	198,777	95,693	351	Low
M3	2,015	North America	Red	Petrol	Automatic	3.6	177,319	70,881	2,358	Low
5 Series	2,023	South America	White	Hybrid	Manual	1.8	126,220	108,231	1,319	Low
5 Series	2,010	North America	Black	Hybrid	Manual	3.8	147,428	110,800	2,749	Low
3 Series	2,010	South America	Blue	Hybrid	Automatic	3.2	121,788	35,192	1,385	Low
X6	2,020	Middle East	Red	Diesel	Automatic	4.1	135,850	108,679	8,491	High
5 Series	2,012	Europe	White	Diesel	Manual	2.2	48,182	93,377	808	Low
X6	2,012	Europe	Grey	Petrol	Manual	2.4	133,607	73,372	5,790	Low
7 Series	2,020	Africa	Grey	Petrol	Automatic	3.4	157,106	59,532	2,979	Low
X5	2,022	Asia	Silver	Hybrid	Manual	3.2	177,238	56,732	8,742	High
3 Series	2,014	Asia	Silver	Electric	Automatic	2.9	131,702	40,034	5,097	Low
3 Series	2,010	Middle East	Blue	Hybrid	Automatic	4.1	168,850	67,485	8,971	High
i8	2,019	North America	Black	Hybrid	Automatic	3.5	110,645	62,218	9,028	High
X6	2,015	Asia	Silver	Petrol	Manual	4	13,334	112,299	2,633	Low
X1	2,016	Africa	Grey	Petrol	Manual	2	19,261	31,164	9,171	High
X3	2,019	Europe	Grey	Electric	Manual	4.1	33,192	84,797	2,698	Low
X6	2,021	Africa	Grey	Hybrid	Automatic	3.1	35,070	32,926	4,693	Low
X1	2,022	South America	Red	Electric	Automatic	1.6	157,579	37,391	4,994	Low
X5	2,020	North America	Grey	Electric	Automatic	2.3	63,203	88,334	2,510	Low
X1	2,012	Asia	White	Electric	Automatic	1.6	55,427	48,457	9,213	High
X3	2,013	Middle East	Black	Hybrid	Automatic	3.1	35,851	65,898	3,808	Low
5 Series	2,019	Europe	Black	Electric	Automatic	2.6	180,237	101,399	4,113	Low
X3	2,020	Europe	Silver	Electric	Automatic	5	183,311	56,611	9,499	High
i3	2,019	Asia	Black	Electric	Automatic	4.5	3,060	104,343	3,952	Low
X1	2,023	Middle East	Grey	Electric	Manual	4.4	33,884	40,132	1,742	Low
X1	2,021	Asia	Blue	Electric	Manual	3.3	34,187	62,908	8,169	High
3 Series	2,024	Europe	Blue	Petrol	Manual	4.3	110,862	94,143	9,749	High
X1	2,019	Europe	White	Petrol	Manual	2.4	118,784	115,055	8,775	High
M3	2,023	Africa	Blue	Electric	Manual	3.5	160,539	110,793	3,319	Low
X6	2,019	Asia	Blue	Hybrid	Manual	2.9	139,015	63,438	7,786	High
7 Series	2,019	Africa	Silver	Diesel	Manual	2.1	81,247	115,098	7,545	High
M5	2,012	Middle East	White	Hybrid	Automatic	1.8	102,263	87,365	1,386	Low
5 Series	2,010	Europe	White	Diesel	Automatic	3.5	132,696	75,407	2,254	Low
M5	2,017	North America	Silver	Electric	Manual	1.8	14,411	50,651	6,641	Low
X6	2,022	Middle East	Grey	Hybrid	Automatic	4	146,107	115,343	1,740	Low
5 Series	2,019	Africa	White	Petrol	Manual	4.7	132,229	76,617	4,762	Low
i3	2,019	Europe	White	Electric	Automatic	2.1	186,364	72,974	312	Low
3 Series	2,011	Asia	Red	Petrol	Manual	3.1	103,102	70,696	6,664	Low
X5	2,010	Middle East	Black	Diesel	Manual	4.1	128,222	43,504	8,835	High
3 Series	2,023	Asia	Blue	Electric	Manual	2.5	9,210	107,960	298	Low
X5	2,017	Middle East	Black	Petrol	Automatic	4.7	66,056	89,825	8,223	High
5 Series	2,016	South America	Grey	Hybrid	Automatic	4.6	19,763	114,871	1,011	Low
5 Series	2,016	Middle East	Grey	Petrol	Manual	1.9	2,520	104,318	1,242	Low
X3	2,013	North America	Red	Electric	Manual	1.6	81,619	102,267	9,088	High
M3	2,020	Middle East	White	Electric	Manual	4.9	182,245	94,941	633	Low
3 Series	2,018	Africa	Red	Diesel	Automatic	4.8	37,966	82,411	5,489	Low
X3	2,015	Africa	White	Petrol	Automatic	3	36,661	65,986	2,418	Low
i3	2,011	Middle East	White	Diesel	Automatic	1.7	108,195	90,783	7,869	High
7 Series	2,023	Asia	Blue	Diesel	Automatic	3.7	169,369	82,089	5,790	Low
5 Series	2,010	Europe	Silver	Petrol	Automatic	2.5	41,828	91,710	9,839	High
X1	2,010	South America	Silver	Diesel	Manual	4.8	166,896	118,401	4,378	Low
5 Series	2,018	Africa	Black	Petrol	Automatic	4.3	116,392	92,188	846	Low

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