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	2,013	Europe	White	Diesel	Automatic	1.8	124,460	91,227	6,173	Low
5 Series	2,022	Africa	Red	Diesel	Automatic	4.4	140,197	49,304	4,872	Low
X6	2,024	Middle East	Grey	Hybrid	Manual	2.3	7,810	109,625	7,207	High
7 Series	2,011	Asia	White	Diesel	Manual	4	187,235	108,316	6,340	Low
X6	2,021	Europe	Blue	Hybrid	Manual	3.3	122,359	43,038	9,603	High
M3	2,020	Europe	Silver	Hybrid	Manual	3.9	115,238	35,652	5,861	Low
3 Series	2,014	Europe	Black	Hybrid	Automatic	3.1	148,805	102,503	3,355	Low
X3	2,014	Africa	Grey	Petrol	Manual	4	130,518	103,335	4,110	Low
3 Series	2,020	Middle East	Silver	Electric	Manual	1.6	65,812	84,495	9,179	High
X6	2,016	Europe	Grey	Petrol	Manual	1.6	116,548	99,853	8,281	High
X5	2,010	Asia	Blue	Electric	Automatic	4.6	187,836	79,014	8,056	High
i3	2,013	Asia	Red	Electric	Automatic	4.1	144,253	75,479	4,526	Low
X1	2,020	South America	Black	Diesel	Manual	4.4	168,217	119,077	9,952	High
M5	2,014	North America	Blue	Electric	Automatic	3.1	168,310	101,536	9,193	High
M3	2,017	South America	White	Hybrid	Automatic	3.1	60,716	110,648	4,249	Low
X5	2,021	Middle East	Black	Electric	Manual	3.4	107,759	35,933	443	Low
7 Series	2,024	South America	White	Electric	Manual	2.4	147,470	36,010	3,120	Low
M5	2,021	Europe	White	Petrol	Manual	4.1	173,671	92,739	5,495	Low
X6	2,017	Middle East	Grey	Electric	Automatic	4.4	148,524	62,389	3,965	Low
i3	2,010	Asia	Grey	Diesel	Automatic	4.7	136,817	58,466	5,993	Low
i8	2,014	North America	Blue	Diesel	Manual	3.3	56,097	86,062	2,864	Low
M3	2,019	Europe	Blue	Hybrid	Manual	3	96,388	81,544	3,756	Low
5 Series	2,010	Asia	Red	Electric	Manual	4.4	146,050	117,076	2,929	Low
3 Series	2,010	Middle East	White	Diesel	Automatic	4.1	18,002	80,083	7,718	High
M5	2,011	Europe	Grey	Electric	Automatic	4.5	197,942	64,822	4,211	Low
X6	2,011	North America	Black	Petrol	Manual	3.8	158,780	115,971	170	Low
5 Series	2,024	Asia	White	Petrol	Manual	4.6	156,932	36,468	4,542	Low
M3	2,024	Middle East	White	Hybrid	Manual	1.8	77,010	86,228	7,915	High
X3	2,018	North America	Silver	Hybrid	Automatic	3.9	107,079	83,590	7,955	High
i3	2,013	Europe	Black	Diesel	Manual	1.8	150,727	47,636	3,617	Low
M3	2,012	North America	Black	Diesel	Manual	4.1	43,843	40,607	5,671	Low
X5	2,020	Middle East	White	Electric	Automatic	3.7	90,515	102,965	8,667	High
X6	2,010	Africa	White	Diesel	Manual	1.6	8,692	50,856	1,349	Low
5 Series	2,021	North America	White	Electric	Automatic	3.6	139,002	50,743	5,692	Low
M3	2,011	Africa	Blue	Electric	Manual	2	46,455	71,470	6,099	Low
X3	2,015	Africa	Silver	Hybrid	Automatic	2	81,059	82,200	8,357	High
i8	2,018	North America	Black	Petrol	Automatic	2	98,117	73,332	4,669	Low
X6	2,014	North America	White	Petrol	Automatic	3.2	127,229	66,974	4,159	Low
7 Series	2,013	Africa	Silver	Diesel	Automatic	1.9	193,207	58,307	8,841	High
M3	2,022	Africa	Grey	Petrol	Manual	1.9	145,413	57,331	9,709	High
X3	2,014	North America	Silver	Hybrid	Automatic	2.4	199,478	90,434	9,900	High
X3	2,018	North America	Black	Diesel	Manual	1.5	123,971	56,359	2,911	Low
7 Series	2,021	Asia	White	Petrol	Manual	2.5	159,417	58,612	6,636	Low
X6	2,022	North America	Silver	Diesel	Manual	3.7	17,005	106,452	6,139	Low
3 Series	2,016	South America	Silver	Diesel	Manual	3.6	62,265	105,328	1,913	Low
X6	2,017	Europe	Grey	Electric	Manual	4.9	83,123	32,025	1,696	Low
5 Series	2,024	Europe	Blue	Hybrid	Automatic	1.9	115,858	47,033	2,754	Low
M3	2,013	North America	Red	Electric	Automatic	4.5	171,373	64,951	8,623	High
M3	2,020	South America	Silver	Electric	Automatic	2.9	66,577	80,609	8,740	High
X6	2,017	Asia	Grey	Hybrid	Manual	2.9	92,665	37,863	1,531	Low
i8	2,015	South America	White	Petrol	Automatic	2.7	137,157	64,180	2,707	Low
X5	2,014	Middle East	Red	Petrol	Automatic	1.9	77,805	66,149	5,646	Low
M5	2,022	Europe	White	Diesel	Automatic	3.2	136,478	106,112	3,781	Low
M5	2,021	Africa	Blue	Hybrid	Manual	4.3	156,672	86,087	2,282	Low
X6	2,016	Europe	Black	Petrol	Automatic	4.6	131,077	32,175	114	Low
M3	2,015	Asia	White	Petrol	Automatic	4.9	25,636	100,507	6,055	Low
5 Series	2,012	North America	Black	Diesel	Automatic	4.2	181,505	108,569	8,914	High
X6	2,014	Europe	Red	Diesel	Manual	3.7	118,841	108,955	5,312	Low
X6	2,018	North America	Grey	Electric	Automatic	3.2	25,834	115,937	5,814	Low
M5	2,016	Middle East	Grey	Hybrid	Automatic	4.6	191,396	60,846	7,330	High
X1	2,021	South America	Grey	Hybrid	Manual	4.1	30,166	73,714	7,103	High
5 Series	2,013	Africa	Blue	Electric	Manual	2.1	59,691	86,618	9,153	High
M3	2,016	Africa	Blue	Electric	Manual	3.9	184,602	106,342	3,891	Low
5 Series	2,014	Africa	Black	Diesel	Manual	3	63,012	100,903	6,272	Low
7 Series	2,020	Asia	Red	Petrol	Manual	3.6	64,343	37,559	6,345	Low
X6	2,022	Europe	Red	Hybrid	Automatic	4.6	51,034	85,432	9,493	High
M3	2,024	North America	Grey	Diesel	Manual	3.8	167,543	52,647	305	Low
M3	2,011	Asia	White	Diesel	Manual	4.8	94,814	110,555	6,727	Low
i8	2,022	Africa	White	Electric	Manual	4.5	64,669	49,667	3,264	Low
5 Series	2,015	North America	Blue	Diesel	Automatic	2	30,272	61,588	5,604	Low
7 Series	2,016	Middle East	Silver	Diesel	Automatic	1.5	181,607	58,302	7,312	High
i8	2,017	Middle East	Black	Diesel	Automatic	2.8	50,967	103,101	4,857	Low
i8	2,015	North America	Red	Hybrid	Automatic	4.5	97,908	33,989	1,652	Low
i8	2,017	Africa	Red	Electric	Automatic	2.3	25,610	55,450	2,590	Low
M3	2,016	North America	Blue	Diesel	Manual	3.9	159,082	57,114	8,623	High
i3	2,011	North America	Silver	Electric	Automatic	3.2	60,389	68,255	5,438	Low
M3	2,023	Europe	Grey	Petrol	Automatic	4.1	179,311	88,859	903	Low
M5	2,015	Europe	Red	Electric	Manual	2.1	63,537	89,951	7,387	High
i8	2,018	Europe	Blue	Electric	Automatic	2.3	17,949	99,515	7,622	High
X6	2,021	Asia	Black	Electric	Automatic	2.3	163,345	54,148	4,870	Low
5 Series	2,015	Europe	Red	Petrol	Manual	3.4	25,198	38,423	6,299	Low
i8	2,013	Europe	Red	Hybrid	Manual	2.5	174,752	40,517	8,833	High
7 Series	2,016	Europe	Grey	Electric	Automatic	4.3	189,289	41,566	1,884	Low
i3	2,012	Asia	Silver	Petrol	Automatic	2.7	109,889	114,870	1,847	Low
X5	2,014	Africa	Silver	Hybrid	Manual	3.8	155,402	46,308	7,263	High
X6	2,010	South America	Silver	Electric	Manual	4.8	26,452	92,339	2,826	Low
i3	2,024	South America	White	Diesel	Manual	3.6	13,495	82,152	2,683	Low
X5	2,019	North America	White	Diesel	Automatic	2.3	128,064	86,882	7,684	High
M5	2,012	South America	Grey	Hybrid	Manual	4.4	156,211	101,325	6,193	Low
5 Series	2,017	Middle East	Grey	Electric	Automatic	1.5	47,366	37,680	7,801	High
7 Series	2,018	North America	Red	Hybrid	Manual	2.4	137,326	86,863	8,746	High
M5	2,018	Africa	Silver	Electric	Automatic	2.9	114,138	114,215	3,249	Low
M3	2,024	Europe	White	Diesel	Manual	2.2	135,504	41,903	2,029	Low
X6	2,019	North America	White	Hybrid	Manual	3.6	46,754	49,184	2,869	Low
X6	2,011	Africa	White	Hybrid	Automatic	3.5	18,319	72,551	471	Low
i3	2,013	South America	Grey	Diesel	Automatic	2.9	135,474	42,364	5,508	Low
X6	2,014	Europe	Silver	Electric	Automatic	2.5	80,564	48,158	9,170	High
3 Series	2,024	Asia	Black	Hybrid	Manual	3	26,955	97,483	3,385	Low
X1	2,012	Middle East	Silver	Diesel	Automatic	2.5	126,163	42,034	5,870	Low
X1	2,022	Africa	Grey	Petrol	Manual	2.3	69,830	34,165	5,242	Low

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