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
X1	2,017	Europe	White	Diesel	Automatic	3.9	1,210	67,581	791	Low
X6	2,024	Africa	Blue	Petrol	Manual	4	101,090	59,272	539	Low
3 Series	2,015	Asia	Blue	Petrol	Manual	3.6	49,996	119,350	333	Low
M5	2,013	Africa	Silver	Diesel	Manual	2.6	7,671	55,601	7,506	High
7 Series	2,019	Middle East	Red	Hybrid	Automatic	3.9	9,596	106,386	5,805	Low
M5	2,019	North America	White	Petrol	Manual	3.1	40,997	118,374	378	Low
M3	2,021	Asia	Grey	Hybrid	Automatic	4.4	168,045	118,587	5,626	Low
X1	2,024	North America	Silver	Petrol	Manual	3.5	162,913	60,388	6,694	Low
3 Series	2,021	Africa	White	Hybrid	Manual	4.2	155,032	40,314	9,632	High
i8	2,020	Middle East	Silver	Petrol	Manual	4.5	198,102	36,543	3,221	Low
i8	2,011	Asia	Silver	Diesel	Manual	4.4	86,855	77,749	3,242	Low
7 Series	2,017	Middle East	White	Petrol	Automatic	2.9	136,939	116,960	1,752	Low
7 Series	2,014	North America	Silver	Diesel	Manual	2.8	161,585	52,282	1,593	Low
7 Series	2,021	Africa	Red	Petrol	Manual	4.5	152,579	97,654	9,952	High
M5	2,024	Europe	White	Diesel	Manual	2	84,439	59,026	8,125	High
X3	2,017	Middle East	Black	Diesel	Manual	2.5	128,059	100,971	564	Low
X3	2,024	Africa	White	Petrol	Manual	1.9	96,268	111,799	1,714	Low
7 Series	2,014	Africa	Red	Diesel	Manual	1.6	158,716	91,957	1,329	Low
M3	2,015	Asia	Blue	Diesel	Manual	3.7	126,878	97,388	1,370	Low
i3	2,022	Africa	White	Diesel	Manual	4.7	122,365	51,130	5,052	Low
X6	2,024	Middle East	Blue	Electric	Automatic	2	33,599	105,086	1,060	Low
7 Series	2,019	North America	Blue	Hybrid	Automatic	4.3	20,877	43,842	4,748	Low
X6	2,023	South America	Blue	Hybrid	Manual	2.8	128,595	52,307	3,385	Low
X1	2,014	Asia	Black	Diesel	Automatic	3.7	63,861	85,361	6,752	Low
7 Series	2,020	Middle East	Blue	Hybrid	Automatic	4.2	146,916	41,141	8,616	High
i3	2,012	Africa	Grey	Electric	Manual	4	18,773	65,314	5,858	Low
i3	2,019	North America	Blue	Petrol	Manual	2	15,819	51,004	2,670	Low
5 Series	2,017	North America	Silver	Electric	Manual	1.9	104,258	89,635	8,816	High
i8	2,012	Europe	Grey	Electric	Manual	4.7	21,215	31,813	3,469	Low
7 Series	2,013	Africa	Blue	Electric	Manual	1.8	96,132	119,675	8,543	High
5 Series	2,015	Asia	Silver	Diesel	Automatic	2.3	172,383	40,659	7,174	High
X1	2,011	Europe	Black	Diesel	Manual	3	97,099	64,693	4,653	Low
i8	2,023	Europe	Black	Petrol	Automatic	4.4	196,315	55,033	6,906	Low
i8	2,016	Europe	Red	Hybrid	Automatic	3.6	189,914	82,485	5,056	Low
5 Series	2,014	Asia	Silver	Hybrid	Automatic	3.5	37,462	43,690	8,324	High
5 Series	2,021	Asia	Black	Electric	Manual	3.9	180,163	90,713	3,369	Low
M5	2,019	South America	Blue	Hybrid	Automatic	4.3	163,173	35,173	949	Low
5 Series	2,022	Asia	Blue	Petrol	Automatic	2.3	9,004	112,894	8,265	High
M5	2,014	Middle East	Grey	Electric	Automatic	1.6	94,216	70,129	4,209	Low
5 Series	2,014	Europe	White	Diesel	Automatic	1.9	32,604	109,756	7,345	High
X3	2,022	South America	White	Diesel	Automatic	2.1	197,200	82,833	5,829	Low
X3	2,022	Africa	Silver	Petrol	Automatic	1.6	23,122	46,851	8,331	High
5 Series	2,011	Europe	Grey	Diesel	Automatic	4.1	159,553	104,689	7,136	High
X6	2,020	North America	Red	Petrol	Automatic	4.6	88,117	84,185	6,510	Low
X3	2,022	North America	Silver	Diesel	Manual	4	83,854	52,491	6,968	Low
X6	2,024	Middle East	Grey	Petrol	Manual	2.2	173,288	59,862	9,305	High
X5	2,024	Middle East	Black	Petrol	Automatic	3.6	22,913	58,042	4,186	Low
3 Series	2,021	Middle East	Red	Petrol	Automatic	3.3	46,925	57,733	2,160	Low
M5	2,019	North America	White	Electric	Manual	4.4	38,751	108,138	9,142	High
M5	2,018	Asia	Black	Hybrid	Automatic	4.8	22,374	59,217	6,671	Low
5 Series	2,012	South America	Black	Petrol	Manual	4.1	24,880	51,607	1,580	Low
M3	2,021	Africa	Black	Diesel	Manual	3.3	71,769	61,391	6,869	Low
i8	2,016	Middle East	Silver	Diesel	Automatic	3.3	182,765	47,717	7,657	High
5 Series	2,014	Asia	Black	Electric	Automatic	4.3	158,347	36,119	4,107	Low
X1	2,019	Europe	White	Diesel	Automatic	1.9	32,547	63,802	4,467	Low
7 Series	2,019	North America	Black	Electric	Manual	2	150,475	76,920	8,664	High
i3	2,014	South America	Grey	Petrol	Automatic	2.7	51,542	45,316	7,376	High
3 Series	2,024	Asia	White	Electric	Manual	4.1	102,284	84,965	9,485	High
X3	2,013	South America	Red	Petrol	Automatic	1.7	195,193	78,800	4,624	Low
X5	2,019	Europe	Black	Hybrid	Manual	2.7	187,044	86,847	2,846	Low
i3	2,015	South America	Silver	Diesel	Manual	2.6	22,567	33,499	2,501	Low
X3	2,016	Europe	Blue	Petrol	Manual	3.2	162,011	53,551	9,921	High
X5	2,016	Europe	Blue	Diesel	Manual	3.1	98,081	41,922	932	Low
5 Series	2,020	Asia	Blue	Hybrid	Manual	4	80,181	37,827	7,663	High
X1	2,021	Africa	Black	Electric	Automatic	3.7	34,664	81,754	6,461	Low
X5	2,024	Africa	Red	Petrol	Manual	4.7	5,586	67,739	8,774	High
5 Series	2,017	North America	White	Petrol	Manual	2.1	49,781	101,578	6,731	Low
X3	2,014	Africa	Black	Petrol	Automatic	3	104,685	45,892	6,510	Low
3 Series	2,016	Africa	Red	Diesel	Automatic	2.9	4,312	73,907	5,778	Low
M3	2,021	Asia	Blue	Diesel	Manual	1.9	10,722	97,086	8,538	High
3 Series	2,023	Europe	Grey	Hybrid	Automatic	2.1	81,919	31,720	5,946	Low
X5	2,024	Africa	White	Diesel	Manual	2.7	170,708	78,307	8,207	High
M5	2,013	North America	Blue	Petrol	Automatic	4.1	73,669	32,377	9,372	High
M3	2,024	South America	Silver	Electric	Manual	2	53,360	37,561	9,638	High
M5	2,018	Asia	White	Diesel	Automatic	2.4	129,807	49,401	667	Low
X1	2,014	Africa	Red	Petrol	Manual	3.9	28,594	52,310	7,927	High
X3	2,012	South America	Black	Petrol	Manual	3.6	190,607	97,789	4,622	Low
i3	2,014	Asia	Black	Petrol	Manual	1.9	161,373	80,739	5,974	Low
i8	2,018	Africa	Grey	Hybrid	Automatic	4.8	195,326	110,569	2,294	Low
5 Series	2,022	South America	Grey	Electric	Manual	2	107,209	43,183	501	Low
5 Series	2,022	South America	Grey	Petrol	Manual	1.7	188,535	40,668	8,580	High
5 Series	2,020	Africa	Silver	Electric	Automatic	2.6	54,416	39,862	6,421	Low
X5	2,017	Asia	White	Electric	Automatic	1.6	177,071	117,042	1,493	Low
M5	2,010	Middle East	Blue	Hybrid	Automatic	1.6	94,103	36,127	2,260	Low
X6	2,014	South America	Blue	Petrol	Manual	3.5	102,419	67,945	6,835	Low
7 Series	2,015	Middle East	Grey	Diesel	Automatic	4.6	80,950	32,761	989	Low
X3	2,024	North America	Silver	Hybrid	Manual	2.9	37,401	60,418	5,260	Low
X1	2,022	North America	White	Hybrid	Automatic	2.6	196,636	109,465	5,718	Low
M3	2,019	South America	Grey	Diesel	Manual	4.7	8,823	89,388	9,830	High
X3	2,022	North America	Grey	Electric	Manual	1.7	24,559	53,219	2,025	Low
7 Series	2,020	Middle East	White	Hybrid	Automatic	3.2	7,701	45,977	1,737	Low
X6	2,011	South America	Black	Diesel	Automatic	2.4	176,531	100,697	3,313	Low
X5	2,023	Africa	White	Electric	Manual	2.8	90,223	94,971	6,408	Low
X5	2,024	North America	Grey	Electric	Automatic	2.9	185,302	55,137	7,897	High
7 Series	2,015	Europe	White	Diesel	Manual	3.4	166,712	90,085	7,389	High
7 Series	2,023	North America	Grey	Electric	Automatic	3.1	609	32,472	6,319	Low
7 Series	2,018	North America	Black	Petrol	Manual	5	150,354	88,177	6,960	Low
X5	2,023	North America	White	Hybrid	Manual	1.6	149,631	68,841	7,996	High
5 Series	2,013	Asia	Grey	Hybrid	Manual	4.2	149,759	36,620	2,880	Low
i3	2,012	Middle East	Silver	Electric	Automatic	1.7	176,742	43,518	2,425	Low

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