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	2,022	South America	Grey	Diesel	Manual	2.7	66,726	99,246	4,809	Low
M3	2,024	Africa	Grey	Diesel	Manual	3.9	845	109,818	1,629	Low
3 Series	2,018	Africa	Red	Hybrid	Automatic	3.8	61,989	32,227	4,365	Low
3 Series	2,018	Middle East	Red	Electric	Automatic	3.8	141,764	104,974	8,581	High
5 Series	2,013	Asia	Silver	Diesel	Manual	3.8	87,653	43,591	634	Low
i8	2,023	North America	Silver	Petrol	Manual	2.3	154,108	45,498	1,179	Low
M5	2,014	Europe	Black	Petrol	Manual	2	84,752	48,606	5,045	Low
M5	2,011	South America	Black	Hybrid	Manual	4.9	57,511	89,085	5,138	Low
M3	2,020	Europe	Black	Petrol	Automatic	1.7	106,726	37,103	9,584	High
M5	2,018	Africa	White	Hybrid	Manual	3.1	6,765	42,731	9,550	High
i3	2,017	Middle East	Blue	Electric	Manual	3	58,402	110,983	2,793	Low
7 Series	2,012	Asia	Black	Petrol	Automatic	2.8	135,380	73,561	2,753	Low
5 Series	2,020	Africa	Silver	Diesel	Manual	4.2	39,422	105,387	2,499	Low
i3	2,021	Africa	Grey	Petrol	Manual	4.1	108,814	66,550	4,863	Low
M3	2,022	Africa	Black	Petrol	Manual	4.7	5,998	56,961	8,158	High
M5	2,018	Africa	Grey	Hybrid	Manual	2.9	145,144	44,426	4,701	Low
X5	2,012	Africa	Silver	Diesel	Manual	3.5	127,634	52,973	9,918	High
X3	2,018	Africa	Red	Electric	Manual	4.6	34,994	70,447	5,444	Low
X5	2,011	Middle East	Grey	Diesel	Manual	5	78,988	40,969	3,213	Low
5 Series	2,021	South America	Black	Diesel	Manual	4.9	97,375	36,798	5,556	Low
M5	2,019	Middle East	Grey	Diesel	Manual	4	45,406	70,738	8,115	High
i3	2,018	Middle East	Red	Electric	Automatic	2	42,701	39,810	3,612	Low
i8	2,024	South America	White	Petrol	Automatic	1.6	82,968	32,044	657	Low
X3	2,017	Europe	Grey	Hybrid	Automatic	4.4	82,687	31,719	3,002	Low
5 Series	2,018	Europe	Grey	Electric	Manual	4.4	176,850	60,010	9,209	High
i8	2,014	Middle East	Black	Electric	Automatic	4.1	133,270	55,541	4,561	Low
i8	2,020	Europe	Red	Petrol	Automatic	2.5	62,162	70,938	1,202	Low
X3	2,020	Middle East	White	Hybrid	Manual	3.7	58,448	37,205	2,567	Low
X5	2,011	North America	Grey	Hybrid	Manual	2.6	185,146	119,449	9,760	High
M3	2,017	Middle East	Blue	Diesel	Automatic	3.1	21,391	116,619	6,841	Low
7 Series	2,021	Asia	Grey	Diesel	Manual	2.8	147,295	119,347	7,789	High
X5	2,024	Europe	Black	Electric	Automatic	4.7	157,150	52,819	8,464	High
M5	2,015	Middle East	White	Electric	Manual	2.3	113,012	105,432	8,566	High
X5	2,017	Middle East	Red	Hybrid	Automatic	3.5	199,276	111,998	7,427	High
3 Series	2,020	Asia	Blue	Electric	Manual	2.8	188,854	84,911	6,740	Low
3 Series	2,014	Europe	Red	Hybrid	Manual	3.8	35,193	47,545	475	Low
3 Series	2,019	Europe	Black	Hybrid	Manual	3.5	52,208	94,115	3,555	Low
X1	2,011	Africa	White	Electric	Automatic	4.7	119,741	101,077	9,547	High
7 Series	2,015	Europe	White	Electric	Automatic	1.9	124,716	45,389	7,114	High
i3	2,014	Europe	Grey	Petrol	Automatic	2.3	139,201	49,504	6,255	Low
7 Series	2,021	Europe	Grey	Diesel	Manual	4.2	172,312	78,303	9,079	High
X6	2,022	Europe	Grey	Hybrid	Automatic	2.8	195,162	52,772	600	Low
X6	2,021	North America	Grey	Petrol	Automatic	2.1	38,975	89,249	4,132	Low
X3	2,014	Europe	Blue	Diesel	Manual	3.3	47,787	98,161	2,282	Low
M5	2,022	Europe	Grey	Diesel	Automatic	3.8	79,511	98,141	3,756	Low
X1	2,010	Europe	Black	Petrol	Manual	1.7	117,489	52,076	602	Low
X5	2,011	North America	Grey	Electric	Automatic	2.5	167,230	31,141	9,017	High
7 Series	2,017	Middle East	White	Diesel	Automatic	4.3	152,215	35,208	4,754	Low
3 Series	2,022	South America	Blue	Diesel	Manual	3.3	158,511	89,013	1,042	Low
5 Series	2,023	Asia	Black	Petrol	Automatic	1.6	28,179	73,824	9,426	High
3 Series	2,022	Asia	Black	Diesel	Manual	2.5	188,959	86,037	3,138	Low
3 Series	2,012	Middle East	Red	Petrol	Manual	3.7	120,481	38,686	4,716	Low
X6	2,019	Africa	Grey	Electric	Manual	2.2	151,516	38,835	3,378	Low
7 Series	2,012	Europe	Red	Electric	Automatic	4.4	6,398	106,750	197	Low
X5	2,017	South America	Black	Hybrid	Automatic	3.9	38,949	73,379	1,452	Low
7 Series	2,017	Europe	Black	Electric	Automatic	3.1	24,333	74,576	4,162	Low
X6	2,011	Africa	Black	Diesel	Manual	4.7	60,567	35,966	1,035	Low
X6	2,017	Middle East	Grey	Electric	Automatic	2.9	174,562	74,647	3,236	Low
7 Series	2,020	North America	Grey	Petrol	Automatic	2.3	37,748	111,523	7,286	High
X5	2,022	North America	Black	Diesel	Manual	3.8	60,370	91,843	9,200	High
5 Series	2,022	Asia	Silver	Petrol	Automatic	3.5	2,247	78,078	2,228	Low
M3	2,010	North America	White	Petrol	Automatic	2.7	147,719	98,276	4,456	Low
5 Series	2,015	Africa	Blue	Petrol	Automatic	2.7	48,261	90,869	2,397	Low
X6	2,017	Asia	White	Petrol	Automatic	2.9	745	115,176	5,399	Low
i8	2,012	South America	Black	Diesel	Manual	2.5	61,296	92,927	8,050	High
X3	2,017	Europe	White	Hybrid	Manual	4	6,314	52,002	3,635	Low
i3	2,021	North America	Red	Electric	Automatic	3.8	180,722	62,000	3,711	Low
M5	2,010	Europe	Red	Electric	Automatic	3	40,758	58,343	2,033	Low
M3	2,020	South America	Black	Petrol	Automatic	2.9	182,682	61,267	3,117	Low
X1	2,020	North America	Grey	Diesel	Manual	2.8	179,991	41,336	8,697	High
3 Series	2,018	North America	Black	Electric	Automatic	2.5	20,315	60,644	2,230	Low
X1	2,022	Middle East	Red	Electric	Automatic	1.8	4,674	73,216	3,688	Low
M5	2,020	Europe	Blue	Electric	Manual	2.4	109,573	62,933	5,098	Low
X6	2,022	Europe	White	Petrol	Automatic	2.6	179,168	102,542	8,047	High
i8	2,018	Asia	Silver	Petrol	Automatic	3.4	148,623	64,871	8,745	High
X5	2,014	Africa	Red	Hybrid	Automatic	4.2	39,352	85,305	739	Low
X1	2,019	Asia	Grey	Diesel	Manual	2.9	149,565	116,395	5,178	Low
X5	2,013	North America	Red	Petrol	Manual	4.8	30,682	65,816	4,057	Low
i3	2,024	Africa	Black	Hybrid	Manual	4.4	153,320	50,855	3,798	Low
3 Series	2,020	Africa	Black	Hybrid	Manual	4.9	8,916	85,674	1,901	Low
M5	2,015	North America	Blue	Diesel	Manual	4.6	30,144	62,583	5,299	Low
X6	2,021	Middle East	Blue	Hybrid	Automatic	3.7	66,705	99,360	1,110	Low
3 Series	2,016	South America	Black	Hybrid	Manual	3.6	93,296	61,770	466	Low
3 Series	2,014	Europe	Grey	Hybrid	Automatic	2	76,367	111,117	5,455	Low
X1	2,020	Middle East	Grey	Hybrid	Automatic	4	37,521	55,735	1,140	Low
3 Series	2,022	Asia	Red	Hybrid	Manual	3.6	168,717	118,637	1,700	Low
7 Series	2,019	Middle East	Blue	Petrol	Manual	3.3	182,768	98,538	7,456	High
3 Series	2,018	Middle East	Red	Petrol	Automatic	3.9	129,689	37,209	2,593	Low
M5	2,012	North America	Black	Hybrid	Manual	3.1	71,237	79,910	1,469	Low
3 Series	2,024	Middle East	Blue	Diesel	Automatic	3.3	45,834	86,571	1,675	Low
3 Series	2,016	Middle East	White	Diesel	Manual	2.9	84,993	97,599	9,447	High
i3	2,019	Asia	Red	Electric	Manual	4	61,720	117,782	5,764	Low
7 Series	2,019	Middle East	Grey	Electric	Automatic	4.6	20,217	84,944	5,707	Low
7 Series	2,020	Africa	Black	Diesel	Manual	4.4	17,657	59,077	2,753	Low
7 Series	2,014	South America	Silver	Petrol	Manual	4.3	99,772	61,583	3,658	Low
7 Series	2,023	North America	Black	Petrol	Manual	1.5	67,239	95,084	8,077	High
5 Series	2,016	Asia	Black	Diesel	Automatic	4.7	73,629	64,131	7,972	High
7 Series	2,024	Africa	Grey	Hybrid	Automatic	2.5	148,488	81,169	4,313	Low
X3	2,011	Asia	Blue	Electric	Automatic	4.6	46,484	97,811	4,630	Low
X6	2,013	South America	Blue	Diesel	Automatic	2.2	99,157	74,070	4,319	Low

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