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
3 Series	2,015	South America	Silver	Electric	Automatic	3.7	93,685	47,948	3,244	Low
M3	2,015	North America	Grey	Petrol	Manual	3.4	80,609	33,301	2,078	Low
M5	2,011	Europe	Grey	Electric	Automatic	2.3	95,647	62,524	1,144	Low
5 Series	2,021	Europe	White	Petrol	Manual	4.3	156,808	78,970	4,961	Low
3 Series	2,022	Asia	Blue	Petrol	Manual	4.3	64,127	76,666	2,288	Low
5 Series	2,016	Middle East	White	Electric	Manual	3.2	17,288	102,015	5,407	Low
i8	2,018	Asia	Grey	Hybrid	Automatic	2.9	177,652	53,284	3,344	Low
M3	2,021	South America	Red	Electric	Manual	2.4	27,711	53,951	8,552	High
X1	2,019	Asia	Silver	Diesel	Manual	4.1	51,851	108,618	4,529	Low
i3	2,020	South America	Blue	Petrol	Automatic	3.7	163,620	48,053	8,379	High
X5	2,010	Middle East	White	Petrol	Automatic	2.2	53,775	106,362	3,765	Low
X1	2,017	Asia	Silver	Petrol	Automatic	4.3	36,456	99,257	3,717	Low
M5	2,011	Africa	Red	Diesel	Automatic	4.6	174,466	53,961	2,118	Low
i3	2,023	Europe	Red	Electric	Automatic	1.7	166,535	49,323	2,319	Low
i8	2,010	Europe	Black	Hybrid	Manual	4.2	178,570	100,326	8,604	High
5 Series	2,017	North America	Blue	Petrol	Manual	4.5	114,769	48,994	8,111	High
3 Series	2,011	Asia	Grey	Diesel	Manual	5	23,008	72,972	1,845	Low
X6	2,015	South America	Grey	Hybrid	Manual	2.3	15,246	85,433	1,676	Low
X1	2,024	Middle East	Silver	Electric	Automatic	2.8	31,254	105,183	2,870	Low
X5	2,015	Africa	White	Electric	Automatic	4.9	196,329	58,438	3,701	Low
X5	2,014	Middle East	Silver	Diesel	Automatic	1.8	80,907	75,403	9,984	High
X6	2,017	Europe	Grey	Petrol	Manual	3.3	178,676	72,282	4,568	Low
i3	2,012	North America	Red	Diesel	Manual	3.3	54,006	114,195	9,666	High
5 Series	2,022	Middle East	Silver	Petrol	Manual	3.6	145,026	59,393	566	Low
X1	2,019	Asia	Red	Hybrid	Automatic	2.7	123,196	108,160	2,642	Low
M5	2,024	Africa	White	Hybrid	Automatic	4.7	120,960	49,225	7,446	High
X5	2,013	Africa	Silver	Petrol	Manual	2.4	171,875	117,132	5,917	Low
X3	2,016	Middle East	Grey	Electric	Automatic	3.8	98,269	98,117	6,309	Low
i3	2,024	Africa	Grey	Petrol	Automatic	3.2	190,685	98,587	5,940	Low
5 Series	2,016	South America	Black	Electric	Manual	2.4	12,665	68,446	7,086	High
X3	2,022	North America	Black	Petrol	Manual	2.2	186,996	82,624	9,883	High
7 Series	2,021	North America	Red	Diesel	Automatic	4.8	111,817	57,032	5,150	Low
X6	2,023	North America	Red	Petrol	Manual	3.5	62,062	48,884	2,517	Low
M5	2,017	North America	Red	Diesel	Automatic	3.6	153,342	46,445	5,235	Low
M5	2,011	South America	Grey	Petrol	Automatic	4.2	106,728	39,516	5,365	Low
X1	2,020	Middle East	Grey	Petrol	Manual	1.8	27,888	80,448	2,354	Low
i8	2,021	South America	Black	Hybrid	Automatic	4	185,047	42,331	5,322	Low
5 Series	2,011	Asia	Grey	Electric	Manual	2.1	68,947	41,227	4,458	Low
3 Series	2,013	Europe	Red	Diesel	Manual	4.1	170,579	45,439	3,503	Low
M3	2,022	Europe	White	Hybrid	Automatic	2	43,808	83,312	7,786	High
X1	2,019	Asia	Grey	Diesel	Automatic	4.4	160,628	108,407	2,143	Low
X5	2,022	South America	Black	Petrol	Manual	3.9	162,994	76,569	1,591	Low
X3	2,018	South America	Silver	Electric	Manual	2.9	84,333	81,855	2,461	Low
3 Series	2,019	Europe	Grey	Petrol	Automatic	2.8	71,496	44,741	4,393	Low
X1	2,021	Asia	Red	Electric	Manual	2	12,301	97,583	7,862	High
X1	2,018	Europe	Blue	Diesel	Automatic	4.7	147,484	43,567	2,933	Low
i8	2,022	North America	Red	Hybrid	Manual	1.9	137,869	38,682	2,726	Low
i8	2,022	Asia	Grey	Hybrid	Manual	3.2	121,182	80,843	7,752	High
X1	2,013	North America	Blue	Petrol	Automatic	2.3	53,382	66,314	1,294	Low
M5	2,018	Middle East	White	Hybrid	Manual	5	25,003	114,932	4,160	Low
X5	2,024	Africa	Silver	Diesel	Manual	3.6	153,352	88,783	4,189	Low
i8	2,023	Africa	Black	Diesel	Automatic	2	161,101	38,075	616	Low
X5	2,012	Asia	Blue	Hybrid	Manual	3.8	104,274	83,530	6,749	Low
X5	2,021	Africa	Grey	Diesel	Manual	5	166,452	69,983	593	Low
M3	2,014	North America	Grey	Petrol	Automatic	3.6	43,337	98,114	4,823	Low
M3	2,019	South America	White	Hybrid	Manual	3.1	51,758	115,933	4,924	Low
X1	2,018	South America	Red	Diesel	Automatic	2.5	19,855	88,196	9,693	High
i3	2,015	Europe	White	Petrol	Manual	1.8	21,247	92,124	1,577	Low
i3	2,012	Middle East	Grey	Diesel	Automatic	2.3	8,612	101,767	4,400	Low
X5	2,019	North America	Red	Diesel	Automatic	3.4	58,134	51,035	2,745	Low
X1	2,018	Middle East	Grey	Hybrid	Manual	4.1	120,990	33,203	6,087	Low
i3	2,015	Asia	Silver	Hybrid	Automatic	4.6	159,735	104,369	8,212	High
X6	2,013	Asia	Blue	Electric	Manual	4.3	87,353	72,200	7,307	High
5 Series	2,023	North America	White	Diesel	Automatic	1.9	42,942	111,937	4,550	Low
i8	2,013	Europe	Blue	Hybrid	Manual	4.2	76,673	71,858	8,150	High
i8	2,017	Africa	White	Petrol	Manual	3.5	123,221	42,294	4,778	Low
X3	2,016	Asia	Red	Electric	Manual	3.1	133,097	91,226	2,826	Low
X1	2,010	Europe	Grey	Hybrid	Manual	3.5	71,036	74,236	2,723	Low
M3	2,015	Africa	Blue	Electric	Manual	1.5	22,517	80,135	8,580	High
M3	2,017	Asia	White	Petrol	Manual	1.7	49,923	47,411	2,242	Low
i8	2,012	Middle East	Grey	Diesel	Manual	3.3	93,181	81,729	3,944	Low
M5	2,023	Asia	White	Hybrid	Automatic	2.1	164,536	82,830	4,845	Low
7 Series	2,018	North America	Silver	Electric	Automatic	3.4	170,014	68,556	4,489	Low
3 Series	2,019	Europe	Silver	Hybrid	Automatic	2.7	157,387	73,772	8,828	High
M3	2,011	Europe	Black	Electric	Manual	4.7	138,037	55,281	4,216	Low
i8	2,023	North America	Black	Hybrid	Manual	4.8	196,219	62,292	2,832	Low
X6	2,015	Middle East	Black	Petrol	Manual	4.9	18,600	52,932	8,711	High
X5	2,021	South America	Red	Hybrid	Manual	4.6	7,176	44,289	1,687	Low
X6	2,010	Europe	Red	Hybrid	Manual	5	148,946	90,517	6,391	Low
X6	2,021	Europe	Red	Petrol	Manual	4	24,054	77,845	8,993	High
i8	2,020	Middle East	Red	Diesel	Automatic	4.9	66,868	30,686	6,315	Low
i3	2,024	Asia	Blue	Hybrid	Automatic	3.7	131,903	40,130	4,279	Low
X5	2,011	Europe	Silver	Petrol	Automatic	4.3	93,471	56,057	7,091	High
M5	2,022	North America	White	Electric	Automatic	2	85,183	97,928	1,494	Low
X6	2,014	Middle East	Black	Electric	Manual	3.9	183,720	65,216	3,886	Low
i8	2,010	Middle East	Red	Diesel	Automatic	4.8	45,522	51,690	5,364	Low
M5	2,017	North America	Silver	Petrol	Automatic	3.4	7,213	119,610	5,433	Low
M3	2,010	Middle East	White	Diesel	Automatic	2.2	114,550	47,668	6,052	Low
5 Series	2,022	Middle East	Red	Hybrid	Manual	3.3	167,064	109,822	3,027	Low
5 Series	2,018	Middle East	Grey	Diesel	Automatic	4	194,255	59,691	6,217	Low
i3	2,019	Asia	Black	Petrol	Manual	4.2	139,097	106,937	7,307	High
7 Series	2,020	Middle East	White	Electric	Manual	3.3	182,367	75,577	2,795	Low
5 Series	2,012	Europe	Black	Diesel	Manual	2.3	129,858	60,093	4,519	Low
X5	2,021	Asia	Red	Diesel	Automatic	4.7	146,550	45,565	9,052	High
7 Series	2,011	Europe	Grey	Electric	Automatic	4.2	182,513	101,323	5,779	Low
7 Series	2,024	Europe	Blue	Petrol	Manual	2.4	162,532	93,777	5,600	Low
X5	2,010	Middle East	Black	Petrol	Automatic	4.3	92,895	111,330	1,988	Low
M3	2,018	Middle East	Blue	Diesel	Manual	2.7	126,615	47,915	4,620	Low
i3	2,024	Middle East	Grey	Diesel	Manual	2.6	191,548	34,640	1,510	Low
5 Series	2,013	South America	Red	Petrol	Automatic	4.5	34,127	67,915	5,020	Low

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