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	2,013	Africa	White	Diesel	Automatic	2.9	47,651	58,985	3,886	Low
X6	2,017	Africa	Grey	Electric	Manual	2.7	104,152	62,367	8,293	High
i8	2,012	Europe	White	Petrol	Manual	3.9	88,072	113,906	1,428	Low
M3	2,020	North America	Blue	Electric	Manual	3.6	138,340	40,056	595	Low
X6	2,014	South America	Silver	Hybrid	Manual	1.9	20,119	108,517	9,356	High
5 Series	2,022	Middle East	Black	Diesel	Manual	4.2	194,514	30,084	1,473	Low
M5	2,010	South America	Silver	Hybrid	Manual	3	15,203	87,830	6,329	Low
i3	2,022	Asia	Red	Petrol	Automatic	1.5	112,316	76,485	8,039	High
M3	2,024	Africa	Silver	Diesel	Manual	3	198,497	37,039	561	Low
X6	2,015	North America	Blue	Hybrid	Automatic	3.3	67,786	101,963	2,903	Low
3 Series	2,020	South America	Grey	Petrol	Automatic	1.7	151,167	52,474	5,918	Low
5 Series	2,014	Middle East	Silver	Hybrid	Manual	2	196,015	50,556	5,027	Low
7 Series	2,017	Middle East	Black	Electric	Manual	5	25,378	64,150	7,232	High
7 Series	2,018	Asia	Red	Electric	Automatic	4.5	141,928	68,416	436	Low
7 Series	2,017	Europe	White	Petrol	Manual	2	5,662	46,155	3,841	Low
X5	2,017	Africa	Blue	Diesel	Manual	3.5	80,096	102,735	9,678	High
5 Series	2,021	Europe	Black	Electric	Automatic	2.8	120,700	95,770	5,199	Low
X6	2,023	Europe	Silver	Hybrid	Automatic	3.4	171,150	66,668	1,496	Low
X3	2,022	Asia	Grey	Hybrid	Manual	3.1	51,393	105,057	9,981	High
X1	2,012	North America	White	Diesel	Automatic	1.7	117,374	80,003	2,492	Low
X5	2,013	North America	White	Petrol	Manual	2.6	108,798	102,400	8,372	High
M5	2,024	Europe	Silver	Petrol	Manual	1.9	136,177	115,149	386	Low
X5	2,020	Middle East	Silver	Hybrid	Automatic	3.2	111,130	48,984	3,591	Low
i8	2,013	Asia	Black	Petrol	Manual	4.7	187,246	102,136	6,745	Low
3 Series	2,024	North America	Grey	Diesel	Automatic	5	194,703	76,066	1,613	Low
3 Series	2,024	North America	Black	Hybrid	Manual	4.8	115,134	60,548	8,403	High
5 Series	2,023	Middle East	White	Electric	Manual	4.9	75,290	99,509	1,035	Low
X5	2,020	Middle East	White	Petrol	Automatic	1.6	155,551	41,103	5,991	Low
X6	2,014	North America	Black	Electric	Automatic	4.1	146,105	83,940	9,741	High
3 Series	2,022	South America	Blue	Diesel	Manual	2.5	122,274	115,305	4,397	Low
X1	2,018	Asia	Red	Diesel	Manual	4.5	164,720	47,399	569	Low
M3	2,021	South America	Grey	Hybrid	Automatic	4.3	164,839	31,792	8,634	High
M5	2,018	Asia	Silver	Hybrid	Automatic	3	34,982	45,968	9,607	High
X3	2,019	Africa	Grey	Electric	Manual	3.2	91,954	68,046	9,805	High
3 Series	2,022	Asia	Silver	Diesel	Manual	2.4	115,390	32,631	5,653	Low
X6	2,021	Europe	Black	Diesel	Automatic	2.5	126,711	100,125	8,041	High
i8	2,023	Africa	Blue	Electric	Manual	4.9	10,751	116,583	4,378	Low
M5	2,010	Asia	Blue	Petrol	Manual	4.6	102,919	35,805	3,211	Low
5 Series	2,023	Middle East	Blue	Hybrid	Manual	2.2	191,253	111,502	4,884	Low
X3	2,023	North America	White	Hybrid	Automatic	2.5	5,185	104,533	8,777	High
i8	2,017	South America	Grey	Hybrid	Manual	1.9	58,535	78,221	8,141	High
3 Series	2,023	Europe	Red	Electric	Manual	5	26,157	47,482	4,477	Low
7 Series	2,010	North America	Red	Electric	Manual	4.7	120,830	44,805	3,640	Low
X6	2,011	Africa	Red	Diesel	Manual	3.4	185,865	55,300	8,206	High
i8	2,016	South America	Silver	Petrol	Manual	3.9	159,569	111,560	2,394	Low
3 Series	2,024	Asia	Blue	Hybrid	Automatic	4.1	33,240	115,590	7,397	High
M5	2,017	Africa	Black	Diesel	Manual	2.2	54,897	58,513	9,300	High
5 Series	2,010	Europe	Grey	Diesel	Automatic	4.8	176,591	40,811	5,379	Low
X3	2,024	Asia	Silver	Diesel	Automatic	3.3	41,678	99,649	9,034	High
M3	2,012	Middle East	Grey	Petrol	Manual	1.8	145,350	56,953	2,912	Low
X5	2,016	North America	Grey	Petrol	Manual	2.9	92,875	43,848	695	Low
X5	2,022	North America	Blue	Diesel	Automatic	3.6	142,687	35,557	9,372	High
X5	2,018	Africa	Blue	Hybrid	Automatic	2.7	171,714	101,318	3,029	Low
3 Series	2,017	South America	Silver	Petrol	Manual	3.9	41,856	73,424	4,730	Low
3 Series	2,017	North America	Black	Electric	Automatic	4.6	85,815	58,210	4,373	Low
M3	2,024	North America	White	Petrol	Manual	4.2	134,954	45,646	9,883	High
X3	2,018	Africa	White	Diesel	Automatic	3.7	101,846	49,419	6,415	Low
X3	2,019	North America	Grey	Petrol	Manual	3.3	141,474	82,229	1,563	Low
X3	2,012	Asia	Grey	Electric	Manual	2.4	143,680	58,442	9,576	High
i3	2,017	Europe	Grey	Diesel	Manual	3.1	125,675	35,992	1,385	Low
7 Series	2,010	Asia	Red	Diesel	Automatic	2.5	39,851	64,444	5,330	Low
i3	2,017	Africa	Silver	Hybrid	Automatic	4.8	90,105	42,239	4,978	Low
3 Series	2,022	Asia	Red	Petrol	Automatic	4.7	8,399	87,733	9,320	High
5 Series	2,016	South America	Blue	Petrol	Automatic	2	85,476	71,394	2,136	Low
X6	2,022	Africa	Blue	Petrol	Automatic	4.4	29,218	107,223	5,137	Low
7 Series	2,024	Africa	White	Hybrid	Automatic	4	1,600	89,370	7,278	High
3 Series	2,017	South America	Grey	Petrol	Manual	4.9	77,473	71,537	1,409	Low
3 Series	2,010	Africa	Silver	Diesel	Manual	3.1	22,297	82,929	3,527	Low
M5	2,015	Asia	Silver	Hybrid	Automatic	4	75,789	72,682	1,314	Low
5 Series	2,016	Africa	Blue	Petrol	Manual	3.3	86,871	51,669	5,558	Low
M5	2,023	Asia	Red	Hybrid	Manual	1.7	173,602	64,070	5,351	Low
M3	2,020	Europe	Silver	Electric	Automatic	1.7	161,216	52,086	1,257	Low
M3	2,014	Africa	Silver	Petrol	Manual	1.9	170,229	83,316	9,640	High
X3	2,023	Europe	Grey	Petrol	Manual	2.5	30,223	95,724	7,081	High
X5	2,014	Europe	Silver	Petrol	Manual	2.4	16,956	38,088	2,194	Low
X6	2,016	North America	Red	Diesel	Manual	4	53,613	57,650	4,621	Low
7 Series	2,024	Africa	White	Hybrid	Automatic	4	2,551	105,681	7,429	High
M3	2,020	Asia	Grey	Petrol	Automatic	4.9	140,134	58,832	4,656	Low
X5	2,024	South America	Silver	Petrol	Manual	2.6	23,060	88,226	7,053	High
7 Series	2,012	South America	Silver	Electric	Manual	4.8	197,591	90,085	5,795	Low
i3	2,015	South America	Blue	Diesel	Manual	3.6	136,217	103,441	2,323	Low
X1	2,016	Europe	Red	Electric	Manual	3.2	150,702	110,210	3,217	Low
3 Series	2,010	Europe	Black	Hybrid	Automatic	3.8	182,061	117,900	7,927	High
3 Series	2,021	Asia	Black	Petrol	Manual	4	120,307	71,178	9,609	High
M3	2,011	Middle East	White	Diesel	Automatic	2.1	126,167	45,123	8,918	High
3 Series	2,021	Africa	Black	Electric	Manual	4.1	139,499	84,242	3,340	Low
i8	2,013	Middle East	Grey	Electric	Manual	4	168,795	82,585	2,689	Low
X1	2,022	South America	Red	Petrol	Manual	5	35,091	76,051	6,581	Low
X5	2,017	Europe	Silver	Petrol	Manual	4.7	153,468	56,410	4,348	Low
X1	2,020	Middle East	Grey	Hybrid	Manual	3.9	164,454	90,139	8,586	High
X1	2,022	North America	Black	Electric	Automatic	4	59,860	38,753	5,191	Low
M3	2,023	Europe	Grey	Hybrid	Automatic	4.8	3,313	81,468	977	Low
i3	2,019	Europe	Black	Diesel	Automatic	4.9	121,853	106,536	6,829	Low
X5	2,015	North America	Silver	Petrol	Automatic	4.4	16,273	75,224	2,023	Low
5 Series	2,010	Europe	Black	Petrol	Automatic	4.2	125,603	47,855	2,525	Low
M3	2,019	Asia	Grey	Hybrid	Manual	1.9	58,256	36,048	4,973	Low
X3	2,014	North America	Grey	Hybrid	Manual	4.4	186,666	117,757	4,387	Low
M5	2,016	South America	Black	Electric	Automatic	2.4	4,677	108,416	7,368	High
7 Series	2,024	Europe	Red	Electric	Manual	3.5	163,234	51,159	9,447	High
5 Series	2,022	North America	Red	Petrol	Automatic	2.9	152,807	60,287	1,569	Low

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