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	2,011	North America	Red	Petrol	Manual	3	35,495	52,637	5,410	Low
X6	2,022	North America	Grey	Diesel	Manual	2.5	135,112	78,075	8,247	High
i8	2,022	Europe	Black	Hybrid	Automatic	3.9	176,429	70,932	9,632	High
X1	2,010	Africa	White	Electric	Manual	4.3	126,724	44,944	7,195	High
i3	2,014	Europe	Red	Electric	Automatic	1.7	13,667	60,156	2,541	Low
i8	2,011	North America	Silver	Diesel	Manual	2.8	138,083	104,876	7,554	High
X1	2,024	South America	Silver	Petrol	Manual	2.7	128,077	85,163	7,953	High
X5	2,019	South America	Grey	Diesel	Automatic	3.5	16,535	115,095	7,035	High
M3	2,019	Africa	Blue	Hybrid	Automatic	1.9	190,259	72,353	7,464	High
X3	2,023	South America	Blue	Electric	Manual	4.8	85,171	61,220	5,031	Low
X6	2,013	Asia	Grey	Electric	Manual	3.4	132,684	88,499	6,914	Low
5 Series	2,010	Middle East	White	Diesel	Manual	4.7	102,027	36,203	9,312	High
i8	2,016	Europe	Red	Electric	Automatic	4.4	21,268	105,075	6,971	Low
7 Series	2,017	South America	Black	Diesel	Automatic	2.2	110,823	41,486	7,429	High
3 Series	2,014	Asia	Silver	Diesel	Automatic	2	136,478	72,590	7,998	High
7 Series	2,011	North America	Silver	Diesel	Automatic	4.5	137,759	118,635	7,610	High
X5	2,017	Middle East	Blue	Diesel	Automatic	3.4	25,070	42,092	313	Low
X1	2,010	South America	Grey	Hybrid	Manual	1.6	178,228	114,804	9,260	High
M3	2,024	North America	Blue	Hybrid	Automatic	4.8	7,400	97,626	2,753	Low
i8	2,016	South America	Black	Diesel	Automatic	3.2	121,953	86,663	780	Low
7 Series	2,010	South America	Silver	Petrol	Manual	2.6	167,692	74,458	5,684	Low
3 Series	2,021	Africa	Black	Electric	Automatic	3.3	71,389	96,339	1,685	Low
i8	2,015	North America	Blue	Petrol	Manual	4.4	63,325	45,587	2,661	Low
i3	2,022	Middle East	Grey	Hybrid	Automatic	1.9	47,752	115,386	3,236	Low
M5	2,015	North America	White	Electric	Automatic	2.8	161,989	63,156	6,008	Low
i8	2,024	Asia	White	Diesel	Automatic	2.6	195,630	108,017	9,346	High
M3	2,014	Europe	White	Electric	Manual	4.4	152,310	53,093	7,068	High
i3	2,024	South America	Red	Petrol	Automatic	4.2	40,579	98,623	9,521	High
X6	2,011	South America	White	Electric	Manual	2.9	83,050	98,389	5,478	Low
X6	2,011	Europe	White	Electric	Manual	3.8	155,978	87,930	1,125	Low
i8	2,018	Africa	Silver	Diesel	Manual	2.9	103,966	70,136	5,486	Low
7 Series	2,014	Asia	Black	Hybrid	Automatic	3.5	71,741	112,583	1,375	Low
i8	2,014	Middle East	White	Diesel	Automatic	5	174,875	75,154	1,917	Low
5 Series	2,016	North America	Red	Diesel	Automatic	3.4	5,413	30,485	8,005	High
X1	2,015	Africa	Grey	Petrol	Automatic	5	138,031	37,539	7,503	High
3 Series	2,011	Middle East	Blue	Hybrid	Manual	4.1	183,331	52,821	9,054	High
3 Series	2,020	North America	Red	Petrol	Manual	1.9	163,123	113,805	6,292	Low
i8	2,010	Middle East	Red	Electric	Manual	4.3	70,217	112,409	2,340	Low
5 Series	2,014	South America	Silver	Hybrid	Automatic	2.1	28,253	97,746	9,952	High
M5	2,013	Middle East	Grey	Electric	Automatic	3.4	99,689	82,756	6,305	Low
M3	2,021	North America	Silver	Electric	Manual	3.6	181,195	52,389	9,450	High
7 Series	2,012	North America	Red	Petrol	Automatic	4.6	117,428	52,160	3,626	Low
M5	2,011	Asia	Grey	Diesel	Manual	2.2	128,755	56,099	1,928	Low
3 Series	2,019	Middle East	Blue	Diesel	Automatic	4.6	178,291	52,298	7,895	High
3 Series	2,011	South America	Black	Diesel	Automatic	4.8	79,428	83,368	2,122	Low
3 Series	2,023	Middle East	Grey	Hybrid	Manual	1.8	87,896	37,500	4,163	Low
5 Series	2,024	Middle East	Blue	Petrol	Automatic	4.6	29,654	43,634	2,915	Low
M5	2,013	Europe	Black	Electric	Manual	2.4	118,942	108,900	2,838	Low
i3	2,011	Middle East	Grey	Petrol	Manual	1.8	410	106,733	142	Low
i3	2,013	Europe	Red	Diesel	Manual	4.9	127,506	114,885	7,040	High
i3	2,012	Europe	Grey	Diesel	Automatic	2.9	101,604	43,345	2,272	Low
i3	2,018	Africa	White	Petrol	Automatic	3.7	86,027	115,460	931	Low
M5	2,016	Middle East	Red	Electric	Manual	3.4	21,846	73,961	7,657	High
i8	2,023	Africa	Black	Petrol	Automatic	2.2	193,329	91,373	1,455	Low
X5	2,022	South America	Black	Petrol	Automatic	3.8	197,201	63,292	452	Low
X1	2,020	South America	Grey	Diesel	Manual	1.7	120,715	119,215	2,582	Low
X1	2,024	North America	Grey	Diesel	Automatic	2.2	166,932	44,502	2,535	Low
M5	2,021	Middle East	White	Hybrid	Automatic	4.8	183,096	106,138	2,616	Low
7 Series	2,012	South America	Grey	Petrol	Automatic	4.8	183,417	96,774	3,441	Low
M3	2,022	Asia	Red	Hybrid	Automatic	3.2	157,714	31,694	1,208	Low
5 Series	2,024	North America	Black	Petrol	Manual	2.1	122,896	114,711	1,466	Low
3 Series	2,023	Africa	White	Diesel	Manual	3	116,666	60,345	9,609	High
M3	2,017	Europe	Grey	Hybrid	Automatic	4.6	115,901	101,616	4,377	Low
3 Series	2,018	Asia	Black	Petrol	Automatic	1.7	108,165	36,401	7,030	High
7 Series	2,022	South America	Silver	Hybrid	Automatic	1.9	38,803	117,681	7,158	High
X5	2,016	Europe	Red	Diesel	Manual	4.6	16,263	108,616	5,102	Low
X6	2,015	Asia	Red	Diesel	Automatic	3	166,545	119,693	7,833	High
X6	2,013	Middle East	White	Diesel	Automatic	1.8	79,445	80,302	753	Low
X1	2,014	Africa	Red	Hybrid	Manual	2	159,545	33,667	2,776	Low
M3	2,017	Middle East	Red	Electric	Automatic	4.6	34,486	96,768	3,739	Low
X6	2,012	North America	Black	Petrol	Manual	3.2	80,337	86,951	656	Low
5 Series	2,011	South America	Silver	Diesel	Manual	2.1	199,956	45,899	3,472	Low
X5	2,012	Asia	Grey	Petrol	Manual	4.6	5,312	90,485	704	Low
3 Series	2,021	Europe	Black	Hybrid	Manual	4.5	137,373	99,120	5,412	Low
3 Series	2,016	North America	Black	Electric	Manual	1.6	195,336	33,031	2,555	Low
X3	2,017	North America	Silver	Electric	Automatic	3.5	99,636	51,773	559	Low
X6	2,010	Asia	Silver	Hybrid	Manual	2.4	84,572	103,719	8,384	High
X6	2,022	Middle East	White	Hybrid	Manual	3.4	63,195	96,586	3,246	Low
X6	2,016	Europe	Blue	Hybrid	Automatic	2.5	20,741	55,581	3,606	Low
X5	2,018	South America	Grey	Diesel	Automatic	2.6	87,765	90,620	8,445	High
7 Series	2,021	Africa	Red	Hybrid	Manual	3.6	157,989	73,597	2,451	Low
3 Series	2,022	Africa	Blue	Diesel	Automatic	3.4	137,537	41,391	838	Low
X1	2,023	Africa	Red	Electric	Manual	2.9	119,268	83,269	9,407	High
M5	2,023	Africa	Silver	Hybrid	Manual	1.9	157,830	111,796	8,069	High
i3	2,024	Europe	Black	Petrol	Manual	4.9	126,047	53,780	6,784	Low
X5	2,012	South America	White	Hybrid	Manual	2.1	57,303	67,488	7,421	High
X3	2,024	Middle East	Black	Electric	Manual	3.7	199,598	74,206	5,423	Low
X3	2,012	Asia	White	Electric	Manual	1.8	119,367	80,265	9,760	High
5 Series	2,017	Middle East	Silver	Hybrid	Manual	3.9	37,278	49,395	2,607	Low
3 Series	2,013	Asia	Blue	Hybrid	Automatic	1.8	129,991	69,585	2,944	Low
X1	2,023	North America	Black	Petrol	Automatic	2.3	81,663	102,914	7,755	High
i3	2,017	North America	Grey	Electric	Automatic	3.8	51,654	101,020	8,811	High
X1	2,014	Asia	Silver	Diesel	Manual	2.5	16,156	46,609	9,663	High
X1	2,023	North America	Grey	Electric	Manual	3.4	112,545	93,176	1,218	Low
3 Series	2,012	South America	Black	Diesel	Manual	1.9	9,749	36,221	2,184	Low
X6	2,024	Asia	Black	Hybrid	Manual	2.2	151,627	37,416	9,577	High
X1	2,013	Europe	Blue	Petrol	Manual	4.1	112,693	104,857	8,031	High
X6	2,023	North America	Silver	Hybrid	Automatic	1.6	153,261	88,811	4,183	Low
5 Series	2,013	Asia	White	Hybrid	Automatic	1.9	122,139	48,107	8,529	High
X6	2,017	Middle East	Blue	Diesel	Automatic	2.3	19,033	46,442	1,328	Low

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