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
5 Series	2,010	Middle East	Black	Petrol	Automatic	2	141,857	44,576	1,698	Low
X1	2,023	North America	Red	Diesel	Automatic	4.5	184,304	34,944	2,647	Low
M5	2,017	North America	Silver	Hybrid	Automatic	2.9	147,523	75,983	6,968	Low
5 Series	2,019	North America	Black	Diesel	Manual	3.9	153,415	54,808	5,653	Low
3 Series	2,012	Europe	Black	Hybrid	Manual	3.4	55,898	71,730	4,017	Low
M5	2,023	Africa	Red	Hybrid	Manual	2.1	137,918	98,709	6,748	Low
X1	2,020	Middle East	Silver	Electric	Automatic	4	175,901	97,944	5,092	Low
i3	2,015	Africa	Grey	Diesel	Manual	3	51,167	84,399	2,288	Low
5 Series	2,013	Asia	White	Electric	Automatic	2.5	78,121	84,359	7,433	High
X3	2,023	Africa	Red	Petrol	Manual	4.7	85,680	69,051	1,729	Low
5 Series	2,014	Europe	Red	Petrol	Automatic	1.5	184,919	117,868	3,352	Low
i8	2,019	Europe	Black	Diesel	Automatic	2.9	33,527	45,724	7,247	High
X3	2,021	Asia	Silver	Hybrid	Manual	2.6	51,547	52,424	1,381	Low
X3	2,024	Middle East	Red	Hybrid	Automatic	1.7	139,614	97,712	3,736	Low
X1	2,015	North America	Red	Diesel	Manual	1.8	87,570	39,316	4,001	Low
7 Series	2,011	Asia	White	Diesel	Automatic	2.1	37,020	32,848	1,517	Low
X6	2,022	South America	Grey	Diesel	Manual	3.3	25,551	114,150	3,827	Low
3 Series	2,024	North America	Blue	Hybrid	Manual	2.5	187,168	88,800	8,392	High
X1	2,012	North America	Blue	Hybrid	Manual	4.4	31,714	105,219	3,159	Low
X3	2,024	Middle East	Red	Electric	Manual	2.3	16,598	96,608	6,755	Low
X6	2,017	Europe	Red	Petrol	Automatic	4	149,713	110,775	7,538	High
3 Series	2,017	Asia	Black	Petrol	Automatic	2.2	156,836	110,061	6,581	Low
X5	2,010	Asia	Red	Electric	Manual	1.6	102,540	64,003	8,821	High
X1	2,019	South America	Black	Hybrid	Manual	2.4	144,784	57,971	3,282	Low
i8	2,017	Asia	Black	Hybrid	Manual	4.4	122,402	51,870	737	Low
X6	2,020	North America	White	Hybrid	Manual	1.8	18,890	115,918	9,080	High
3 Series	2,011	Africa	Blue	Hybrid	Automatic	2.7	99,090	112,882	5,631	Low
X6	2,019	North America	Grey	Electric	Automatic	1.5	74,725	105,263	8,458	High
5 Series	2,019	Europe	Silver	Petrol	Manual	3.7	183,089	73,566	5,165	Low
X6	2,022	South America	Black	Electric	Manual	4.8	177,633	78,229	7,380	High
X6	2,017	Africa	Black	Electric	Manual	2.8	146,325	77,366	9,806	High
3 Series	2,021	Middle East	Silver	Hybrid	Automatic	3.5	94,291	66,646	9,618	High
i3	2,019	North America	Black	Petrol	Manual	3.1	196,638	115,574	2,376	Low
5 Series	2,014	Europe	Red	Hybrid	Automatic	4.9	161,297	34,785	4,165	Low
X5	2,010	Europe	Grey	Petrol	Manual	4.1	153,819	117,872	4,381	Low
7 Series	2,017	Europe	White	Electric	Automatic	1.7	194,451	78,901	864	Low
5 Series	2,021	South America	Black	Hybrid	Manual	1.9	161,725	94,950	6,058	Low
i8	2,014	Europe	Silver	Hybrid	Manual	3.1	67,361	108,657	7,631	High
i8	2,024	Asia	Black	Diesel	Manual	3.7	72,213	67,586	8,917	High
5 Series	2,010	Europe	Red	Electric	Manual	2.5	191,353	40,996	3,228	Low
3 Series	2,024	Europe	Black	Diesel	Automatic	3.9	138,673	113,365	1,863	Low
i8	2,013	Middle East	Red	Electric	Automatic	3.5	74,743	114,142	8,432	High
X1	2,022	Middle East	Silver	Petrol	Automatic	3	62,428	92,859	4,888	Low
i8	2,010	North America	Black	Petrol	Manual	3.5	134,274	110,272	9,087	High
i3	2,022	South America	Blue	Electric	Automatic	4.7	130,476	66,849	209	Low
M3	2,018	Europe	Silver	Electric	Manual	2.4	175,745	83,460	1,717	Low
X3	2,019	North America	Grey	Diesel	Manual	4.3	188,616	59,716	7,166	High
7 Series	2,011	North America	Grey	Hybrid	Manual	1.5	123,848	69,723	4,941	Low
i8	2,017	Europe	Red	Petrol	Automatic	1.8	32,409	80,601	2,765	Low
M5	2,013	North America	Black	Petrol	Manual	4.8	176,127	109,220	596	Low
X3	2,018	North America	Blue	Diesel	Automatic	3.9	84,736	115,069	9,016	High
X3	2,011	South America	Black	Hybrid	Automatic	3.7	175,228	73,298	4,701	Low
i3	2,021	Europe	Black	Petrol	Automatic	2.7	196,072	116,645	7,802	High
M3	2,012	Asia	Silver	Electric	Automatic	2.1	82,996	114,751	2,349	Low
X6	2,011	Europe	Silver	Electric	Automatic	2.8	113,231	75,452	7,300	High
X1	2,019	South America	Grey	Electric	Manual	3.6	129,169	105,119	2,953	Low
X6	2,023	Africa	Blue	Diesel	Manual	3.7	137,983	78,932	1,409	Low
X6	2,014	South America	Red	Electric	Manual	2.1	31,774	40,054	1,813	Low
X6	2,020	Asia	Blue	Petrol	Automatic	3.1	190,509	72,911	6,120	Low
X1	2,010	Asia	Blue	Diesel	Automatic	3.5	187,648	78,825	6,792	Low
X1	2,021	North America	Silver	Diesel	Automatic	4.9	168,064	69,798	8,710	High
i3	2,012	Middle East	Blue	Diesel	Manual	3.4	78,647	66,609	2,091	Low
i3	2,010	Europe	Black	Hybrid	Manual	3.5	172,589	98,715	7,491	High
M5	2,019	Asia	Black	Petrol	Automatic	4.2	196,951	118,239	8,888	High
X1	2,024	Europe	Black	Electric	Manual	3	61,878	37,239	7,117	High
i8	2,023	South America	Blue	Diesel	Manual	2.8	77,389	103,260	9,189	High
M5	2,017	Middle East	Silver	Hybrid	Automatic	3.6	6,678	113,173	3,979	Low
X6	2,024	Asia	White	Petrol	Manual	4.2	68,143	87,053	3,636	Low
M3	2,021	Asia	Silver	Electric	Automatic	3.7	105,661	59,728	4,483	Low
7 Series	2,013	South America	Grey	Hybrid	Manual	2.2	41,095	96,965	8,328	High
7 Series	2,012	Europe	Silver	Diesel	Manual	2.9	87,361	94,346	6,716	Low
M5	2,017	Europe	Black	Diesel	Automatic	3.3	85,508	68,855	7,263	High
M5	2,022	Africa	Black	Petrol	Automatic	3.3	182,519	33,757	4,727	Low
i3	2,018	Middle East	Black	Petrol	Manual	2.7	175,968	87,109	8,028	High
M3	2,017	Africa	Grey	Diesel	Manual	3.3	42,115	64,041	9,470	High
M3	2,015	South America	White	Electric	Automatic	3.9	173,222	51,600	9,088	High
7 Series	2,023	Europe	Black	Diesel	Automatic	3.1	175,367	75,935	4,952	Low
i3	2,024	Asia	Red	Petrol	Manual	3.1	19,548	100,069	3,239	Low
M5	2,012	Middle East	Grey	Hybrid	Automatic	4.3	6,492	115,766	5,778	Low
i8	2,017	Middle East	Blue	Petrol	Manual	4.1	80,127	62,846	986	Low
X1	2,022	Middle East	Black	Diesel	Automatic	3	188,452	74,522	4,986	Low
3 Series	2,014	Middle East	Blue	Hybrid	Automatic	5	177,061	104,678	2,427	Low
7 Series	2,014	Middle East	Red	Diesel	Automatic	1.7	79,325	111,795	4,638	Low
X6	2,021	North America	White	Hybrid	Automatic	2.6	110,199	46,499	2,907	Low
X3	2,018	North America	Silver	Diesel	Automatic	1.6	135,534	43,386	5,914	Low
7 Series	2,010	North America	White	Diesel	Manual	4.4	125,627	72,408	8,690	High
i8	2,016	North America	Grey	Electric	Automatic	4.1	8,075	69,166	8,783	High
X5	2,017	Africa	Red	Hybrid	Manual	3.9	152,167	30,046	5,216	Low
i3	2,020	Asia	Black	Petrol	Automatic	2.3	99,527	35,176	8,328	High
X5	2,019	Asia	Red	Hybrid	Automatic	4	125,807	48,220	3,024	Low
X1	2,012	South America	White	Petrol	Automatic	2.7	145,978	73,201	9,701	High
M5	2,017	Europe	Red	Petrol	Automatic	4.5	72,046	41,024	9,731	High
i3	2,010	South America	Grey	Electric	Automatic	2.2	175,378	100,958	1,734	Low
3 Series	2,017	Middle East	Black	Diesel	Automatic	2.3	81,218	106,460	7,395	High
M3	2,016	Middle East	White	Electric	Automatic	4.9	57,767	106,218	8,645	High
5 Series	2,013	North America	Red	Hybrid	Manual	3.3	35,094	56,207	950	Low
X6	2,020	North America	Grey	Hybrid	Automatic	3.1	87,183	35,666	5,853	Low
X6	2,016	Asia	Black	Diesel	Manual	2.7	17,137	43,435	4,351	Low
3 Series	2,019	Europe	Black	Petrol	Manual	4.4	62,425	111,533	1,469	Low
7 Series	2,023	North America	Red	Diesel	Automatic	2.7	194,955	39,280	1,706	Low

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