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	2,020	South America	Red	Electric	Manual	4.4	65,673	84,694	8,850	High
i8	2,023	Middle East	Blue	Petrol	Manual	1.6	33,561	41,753	1,969	Low
7 Series	2,023	Middle East	Black	Hybrid	Automatic	4.5	11,903	102,970	1,811	Low
3 Series	2,022	North America	White	Diesel	Automatic	2.4	53,454	34,695	3,976	Low
X5	2,017	Asia	Blue	Petrol	Manual	4	99,642	33,415	125	Low
M5	2,021	Europe	Red	Petrol	Automatic	2.9	180,063	75,926	8,331	High
X1	2,018	South America	Black	Hybrid	Automatic	2.5	169,728	69,507	3,417	Low
3 Series	2,015	South America	Blue	Electric	Manual	3.7	78,734	98,566	5,041	Low
X3	2,019	Africa	Red	Hybrid	Manual	4.2	163,417	89,598	4,192	Low
M3	2,011	North America	Blue	Electric	Automatic	3.1	40,929	87,724	8,635	High
i3	2,011	South America	White	Diesel	Automatic	3.1	57,461	69,947	1,355	Low
7 Series	2,016	North America	Black	Petrol	Automatic	1.7	76,099	40,931	9,941	High
5 Series	2,017	Asia	Red	Diesel	Automatic	4.7	170,202	111,398	5,597	Low
M5	2,017	Africa	Silver	Electric	Automatic	4.5	45,318	77,318	7,294	High
i3	2,023	Middle East	Silver	Diesel	Manual	2.9	197,795	80,066	1,279	Low
X6	2,015	South America	Grey	Petrol	Manual	4.2	59,116	72,878	645	Low
X1	2,019	Middle East	Black	Hybrid	Manual	2.6	172,659	93,632	915	Low
M3	2,017	Europe	Blue	Diesel	Automatic	4.1	171,228	50,565	2,620	Low
i3	2,023	Asia	White	Petrol	Automatic	3.3	86,319	34,453	834	Low
X3	2,024	Africa	Blue	Electric	Manual	3.1	185,236	111,230	3,962	Low
X3	2,010	Asia	Blue	Diesel	Automatic	1.7	10,043	51,692	7,070	High
X6	2,018	Middle East	Red	Diesel	Manual	4.9	120,462	69,532	3,955	Low
i3	2,022	Asia	Silver	Hybrid	Automatic	4.4	13,787	115,369	9,045	High
X1	2,021	Asia	Grey	Petrol	Manual	4.3	195,080	107,501	1,159	Low
X1	2,010	North America	White	Diesel	Automatic	2.6	37,556	105,812	4,094	Low
X6	2,022	Europe	Black	Petrol	Manual	2.5	96,093	118,384	8,049	High
X1	2,012	North America	Grey	Diesel	Automatic	3.5	165,106	47,537	4,717	Low
M3	2,021	Middle East	White	Electric	Manual	4.5	126,200	36,232	5,287	Low
M5	2,018	Europe	Red	Hybrid	Automatic	4.8	20,191	87,386	1,663	Low
X3	2,024	South America	Silver	Diesel	Manual	2.4	122,475	113,027	5,740	Low
5 Series	2,020	Asia	Red	Diesel	Manual	3.6	69,324	34,863	1,158	Low
X6	2,014	Asia	Red	Diesel	Automatic	4	15,533	42,945	9,847	High
i3	2,018	Europe	Grey	Diesel	Automatic	2.3	15,297	110,032	470	Low
M3	2,018	North America	Silver	Electric	Automatic	2.9	11,347	115,243	8,864	High
X5	2,015	South America	Silver	Electric	Manual	2.2	126,869	39,702	5,714	Low
i3	2,020	Europe	Black	Electric	Automatic	3.9	100,441	97,392	657	Low
X5	2,010	Middle East	White	Diesel	Automatic	4.5	119,938	99,334	7,805	High
M3	2,019	South America	Blue	Diesel	Automatic	4.6	66,580	95,945	9,688	High
X1	2,016	Asia	White	Hybrid	Manual	3.8	5,660	64,083	7,884	High
5 Series	2,023	South America	Red	Diesel	Manual	2.7	60,146	43,299	1,989	Low
X1	2,015	Europe	Black	Electric	Automatic	3.8	66,816	115,121	1,050	Low
i3	2,018	Africa	Blue	Electric	Manual	4.5	165,998	115,607	2,075	Low
M3	2,016	Africa	Blue	Electric	Automatic	3.7	191,210	81,436	7,589	High
3 Series	2,023	Asia	White	Electric	Automatic	2.9	124,482	116,101	2,937	Low
M3	2,021	Africa	Blue	Hybrid	Manual	4.7	96,568	103,841	2,938	Low
X1	2,020	Europe	Blue	Petrol	Automatic	4.4	28,249	83,422	2,262	Low
M5	2,021	Europe	Red	Electric	Manual	4.6	172,203	39,623	7,023	High
7 Series	2,022	North America	Red	Electric	Manual	4.7	107,163	73,098	5,999	Low
X1	2,013	Middle East	Silver	Diesel	Manual	2.9	43,490	30,332	9,563	High
X3	2,016	North America	Grey	Electric	Manual	4.5	175,532	60,564	360	Low
i8	2,011	Middle East	Grey	Hybrid	Automatic	3.5	60,372	85,500	1,747	Low
M3	2,015	Middle East	White	Diesel	Automatic	1.6	7,574	49,784	6,039	Low
5 Series	2,024	South America	Black	Diesel	Manual	3.7	9,089	61,395	5,785	Low
3 Series	2,015	Asia	Red	Petrol	Manual	3.1	141,102	61,765	1,785	Low
M5	2,011	Asia	Black	Hybrid	Manual	2.5	147,778	87,074	5,329	Low
7 Series	2,023	Asia	White	Electric	Manual	4.9	3,127	87,225	5,377	Low
X5	2,013	Middle East	Blue	Diesel	Automatic	1.7	170,536	93,484	3,386	Low
3 Series	2,017	Middle East	Grey	Electric	Manual	4.8	3,413	37,720	1,843	Low
7 Series	2,017	South America	Black	Diesel	Automatic	2.1	68,627	67,928	5,455	Low
X3	2,022	Europe	Black	Petrol	Automatic	2.8	32,827	67,818	5,900	Low
5 Series	2,017	Europe	Grey	Electric	Automatic	3	150,307	38,166	880	Low
X3	2,017	South America	Blue	Diesel	Manual	4.1	4,419	62,396	195	Low
i8	2,010	North America	White	Electric	Manual	2.3	26,529	64,679	3,525	Low
X1	2,011	North America	White	Hybrid	Automatic	5	25,535	71,184	728	Low
i3	2,021	South America	Silver	Petrol	Automatic	4.1	85,456	73,199	847	Low
3 Series	2,024	Europe	White	Hybrid	Manual	4.3	35,741	92,248	929	Low
i8	2,013	Europe	Blue	Diesel	Automatic	1.9	11,276	61,522	6,924	Low
X1	2,021	North America	Black	Electric	Manual	3.2	164,638	98,285	3,387	Low
M3	2,018	Asia	White	Petrol	Automatic	4.8	20,371	110,067	2,656	Low
i3	2,012	Middle East	Silver	Petrol	Automatic	2.4	175,503	110,073	3,171	Low
7 Series	2,023	North America	Blue	Hybrid	Automatic	2	187,667	37,601	9,037	High
5 Series	2,015	South America	Grey	Diesel	Manual	3.2	38,721	86,563	3,463	Low
X3	2,016	Asia	Grey	Hybrid	Manual	4.8	101,007	72,968	6,423	Low
7 Series	2,017	Asia	Blue	Hybrid	Automatic	3.2	148,669	100,642	1,105	Low
X3	2,022	Asia	White	Diesel	Automatic	2.9	82,386	54,163	4,273	Low
i8	2,016	Europe	Red	Hybrid	Automatic	3.8	58,620	69,675	2,970	Low
7 Series	2,012	Asia	Grey	Diesel	Automatic	4.8	154,790	43,297	8,020	High
X6	2,015	Europe	Blue	Petrol	Automatic	1.7	128,739	67,753	9,983	High
i3	2,014	Africa	Silver	Diesel	Automatic	2	111,839	74,368	7,089	High
M3	2,024	Middle East	Silver	Diesel	Manual	2	125,358	106,756	2,825	Low
i8	2,022	Africa	Silver	Petrol	Automatic	1.8	45,666	76,027	7,820	High
7 Series	2,021	Europe	Blue	Diesel	Manual	2.6	178,932	84,261	7,321	High
i8	2,019	North America	Blue	Electric	Automatic	2.3	81,667	65,934	2,575	Low
i3	2,013	Middle East	Grey	Diesel	Automatic	3.4	57,120	55,418	8,797	High
X6	2,010	North America	White	Petrol	Manual	2.6	165,573	72,449	6,023	Low
M3	2,023	Europe	Black	Hybrid	Automatic	2.9	195,444	79,407	1,217	Low
X3	2,022	Europe	Silver	Petrol	Manual	4.8	94,583	59,065	3,708	Low
i8	2,016	Europe	Blue	Electric	Manual	2	92,063	55,697	4,674	Low
3 Series	2,017	South America	Grey	Diesel	Automatic	2.9	20,162	105,262	8,203	High
i3	2,011	South America	Silver	Electric	Manual	2.4	141,363	106,549	3,658	Low
X1	2,016	Asia	Grey	Electric	Automatic	3.4	64,276	79,232	441	Low
7 Series	2,015	North America	Black	Petrol	Manual	4.1	191,335	37,339	4,529	Low
5 Series	2,014	Africa	Grey	Hybrid	Manual	4.4	58,137	45,194	7,680	High
M5	2,022	Africa	Grey	Petrol	Manual	3.3	5,678	85,490	4,109	Low
i8	2,013	Europe	Blue	Electric	Manual	4.5	83,334	99,549	4,268	Low
5 Series	2,011	South America	Red	Hybrid	Automatic	4.2	82,847	111,028	1,976	Low
X5	2,019	North America	Black	Hybrid	Manual	2	193,636	96,119	1,849	Low
i8	2,015	South America	Blue	Hybrid	Automatic	2.4	43,898	76,965	238	Low
M3	2,014	Asia	Blue	Electric	Manual	3.9	63,310	56,999	3,186	Low
i3	2,011	Africa	Grey	Petrol	Manual	4.9	85,251	63,883	4,572	Low

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