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
i8	2,010	North America	Grey	Petrol	Automatic	3.2	120,227	73,011	2,521	Low
M3	2,021	Europe	Red	Electric	Automatic	3.4	10,344	79,313	8,914	High
i3	2,010	Asia	Blue	Diesel	Manual	2.7	57,085	103,502	5,972	Low
M5	2,024	Africa	Red	Hybrid	Manual	4	58,149	78,986	7,464	High
i3	2,017	Europe	Grey	Hybrid	Manual	3	57,137	100,494	4,150	Low
X6	2,016	Europe	White	Electric	Automatic	3.3	177,968	41,054	1,022	Low
X6	2,023	Africa	White	Hybrid	Automatic	4.3	173,623	93,832	5,556	Low
X1	2,012	Europe	White	Electric	Manual	2.1	30,880	103,560	8,346	High
7 Series	2,012	Asia	Black	Petrol	Automatic	2.6	25,473	106,691	7,769	High
i3	2,021	North America	Grey	Hybrid	Automatic	3.3	73,217	51,814	1,764	Low
X5	2,012	Africa	White	Diesel	Automatic	4.2	148,639	77,210	3,138	Low
5 Series	2,011	Europe	White	Petrol	Automatic	3	139,787	54,022	2,773	Low
M5	2,023	South America	Black	Electric	Automatic	1.8	177,702	58,810	4,889	Low
i8	2,023	Europe	Red	Petrol	Automatic	5	178,738	92,202	7,479	High
X6	2,013	Africa	Grey	Petrol	Automatic	4	6,789	71,090	4,532	Low
X5	2,016	Asia	Black	Diesel	Automatic	4	48,142	71,986	3,720	Low
3 Series	2,018	Asia	Black	Diesel	Automatic	3.1	134,367	118,160	7,506	High
i8	2,012	Middle East	Silver	Electric	Automatic	3.4	125,228	60,724	9,039	High
M5	2,019	South America	Blue	Petrol	Automatic	5	31,532	82,708	2,586	Low
X5	2,016	Africa	White	Hybrid	Automatic	3.6	198,926	95,858	6,286	Low
7 Series	2,021	Africa	Red	Electric	Automatic	2.3	60,169	77,588	4,471	Low
7 Series	2,024	Asia	Red	Electric	Automatic	4.9	147,424	36,431	1,348	Low
i3	2,013	Europe	Red	Electric	Automatic	3.4	169,062	41,144	404	Low
7 Series	2,010	Europe	Blue	Petrol	Manual	1.6	99,182	96,628	9,411	High
5 Series	2,014	Asia	Red	Electric	Manual	3.5	8,034	68,437	1,158	Low
X5	2,017	Asia	White	Petrol	Manual	1.7	82,404	117,087	5,277	Low
X3	2,012	Africa	Grey	Diesel	Automatic	3.3	190,754	60,303	761	Low
M3	2,019	South America	Grey	Diesel	Automatic	4.4	116,361	52,751	9,031	High
7 Series	2,013	Middle East	Blue	Hybrid	Manual	3.4	112,467	46,574	1,737	Low
7 Series	2,024	Asia	Red	Petrol	Manual	2.8	142,494	115,526	5,090	Low
X5	2,012	Africa	Red	Diesel	Automatic	4.6	61,342	96,059	9,562	High
X3	2,024	Middle East	Red	Electric	Automatic	4.7	145,822	40,363	865	Low
X3	2,019	North America	Black	Electric	Automatic	2.7	104,815	114,003	4,603	Low
5 Series	2,023	Europe	Black	Electric	Manual	3.2	72,008	52,810	5,061	Low
X3	2,023	Middle East	White	Diesel	Automatic	4.9	199,674	85,599	3,269	Low
5 Series	2,017	North America	Black	Hybrid	Manual	2.1	98,764	97,710	9,098	High
7 Series	2,019	South America	White	Petrol	Automatic	2.5	102,265	90,823	3,134	Low
X5	2,017	South America	White	Hybrid	Automatic	3	25,576	38,403	1,218	Low
X3	2,023	North America	Black	Hybrid	Automatic	1.9	139,927	34,215	8,889	High
i3	2,013	Middle East	Blue	Electric	Manual	2.5	18,164	98,722	6,811	Low
X1	2,020	North America	Red	Diesel	Manual	3.4	40,024	112,573	8,550	High
3 Series	2,011	South America	Black	Hybrid	Manual	2.3	196,346	90,532	4,475	Low
3 Series	2,021	Africa	Red	Hybrid	Manual	3.9	84,282	79,335	693	Low
M3	2,012	Europe	Blue	Electric	Automatic	2.7	6,109	103,904	3,847	Low
X5	2,012	Middle East	White	Electric	Manual	1.8	66,007	44,540	8,646	High
M3	2,013	Asia	Red	Hybrid	Manual	4.2	158,792	85,566	3,447	Low
i3	2,020	North America	White	Petrol	Automatic	3.5	6,300	54,518	9,682	High
7 Series	2,022	Europe	Black	Electric	Manual	4.4	8,521	111,422	739	Low
M3	2,011	Europe	Blue	Diesel	Automatic	2.8	143,309	113,717	5,422	Low
i8	2,011	South America	Black	Petrol	Automatic	1.6	32,853	65,298	3,263	Low
X6	2,012	Europe	Red	Diesel	Manual	1.7	79,276	51,010	2,967	Low
5 Series	2,021	Europe	Red	Diesel	Manual	4.3	56,203	108,155	5,202	Low
M3	2,010	Europe	Blue	Diesel	Manual	2.9	87,303	90,319	7,438	High
i3	2,017	Middle East	Red	Petrol	Automatic	4.9	27,579	50,235	7,022	High
5 Series	2,015	Africa	Grey	Hybrid	Automatic	4.4	109,506	80,263	4,660	Low
5 Series	2,012	North America	Silver	Petrol	Automatic	1.6	7,961	79,826	9,840	High
M3	2,010	Africa	Black	Diesel	Automatic	4.5	20,243	87,533	9,838	High
3 Series	2,012	Middle East	Grey	Electric	Manual	2.2	163,664	66,592	5,832	Low
X6	2,010	Africa	Black	Hybrid	Automatic	3.2	83,916	98,801	2,303	Low
X1	2,012	North America	White	Petrol	Automatic	3.3	159,145	96,822	9,583	High
3 Series	2,013	Europe	Black	Electric	Automatic	1.7	36,913	87,051	6,584	Low
i8	2,015	Asia	Silver	Electric	Automatic	1.9	65,157	97,500	8,616	High
i3	2,016	Africa	Blue	Petrol	Automatic	3	62,961	110,591	7,089	High
X6	2,016	South America	White	Hybrid	Automatic	3.7	23,026	46,162	9,066	High
X1	2,018	Africa	Red	Petrol	Manual	2.4	106,655	104,992	3,121	Low
i8	2,017	South America	Silver	Hybrid	Manual	3.3	119,839	43,901	6,282	Low
5 Series	2,022	Middle East	Grey	Electric	Automatic	2.8	60,842	95,165	7,040	High
X5	2,013	Asia	Red	Diesel	Automatic	3.7	78,111	73,264	6,486	Low
X6	2,015	North America	Red	Electric	Automatic	3	130,688	69,306	6,708	Low
X6	2,020	Europe	Black	Electric	Automatic	4.5	127,080	71,549	2,699	Low
i8	2,010	Africa	Black	Electric	Automatic	4.9	167,434	72,277	285	Low
i3	2,017	Africa	Silver	Electric	Manual	4.7	116,747	67,216	9,125	High
X1	2,015	South America	Silver	Electric	Manual	2.1	103,956	75,980	3,249	Low
X6	2,011	Middle East	Silver	Electric	Manual	3.1	107,796	30,946	7,295	High
7 Series	2,017	Asia	White	Diesel	Manual	3.1	182,921	87,276	2,030	Low
X6	2,013	South America	Grey	Electric	Automatic	4.4	1,160	115,767	6,054	Low
M3	2,018	Europe	Black	Hybrid	Manual	2.8	92,555	103,184	2,757	Low
X6	2,013	Asia	White	Diesel	Manual	3.4	114,463	106,604	4,549	Low
X1	2,010	Asia	Red	Hybrid	Automatic	3.6	45,780	92,088	8,807	High
X3	2,016	Asia	White	Petrol	Automatic	1.9	122,385	107,317	3,087	Low
X5	2,019	North America	Black	Diesel	Automatic	3.5	122,344	97,107	4,137	Low
i8	2,014	North America	Red	Petrol	Manual	2.4	158,886	96,298	6,666	Low
X6	2,019	Africa	Grey	Hybrid	Automatic	2.2	104,900	82,420	8,964	High
X3	2,020	Asia	Silver	Diesel	Manual	2.4	113,028	58,942	1,332	Low
X3	2,021	South America	Blue	Diesel	Automatic	1.8	58,603	33,358	1,969	Low
X3	2,014	Middle East	Grey	Hybrid	Automatic	1.7	127,302	40,403	2,874	Low
3 Series	2,013	Middle East	White	Hybrid	Manual	3.8	22,455	100,648	2,056	Low
X6	2,015	Europe	Blue	Diesel	Automatic	4.8	141,133	44,560	5,228	Low
5 Series	2,010	Asia	Silver	Diesel	Automatic	3.9	177,941	99,254	4,101	Low
X1	2,012	North America	Blue	Diesel	Manual	2.6	69,600	92,015	9,187	High
i8	2,020	Middle East	Blue	Diesel	Automatic	2.7	148,700	44,994	1,396	Low
3 Series	2,021	North America	Silver	Diesel	Automatic	3.4	121,194	57,125	467	Low
3 Series	2,016	South America	Blue	Petrol	Manual	4.5	170,958	73,905	9,038	High
i3	2,020	Middle East	Grey	Electric	Automatic	2.2	162,078	38,289	1,354	Low
M5	2,017	South America	Blue	Diesel	Manual	3.1	179,931	109,215	7,568	High
X3	2,021	North America	Red	Hybrid	Manual	3.2	108,817	80,738	1,254	Low
3 Series	2,018	North America	Black	Petrol	Manual	4.8	8,096	71,635	5,267	Low
5 Series	2,010	Middle East	Red	Diesel	Automatic	3.4	180,076	43,730	9,831	High
3 Series	2,013	North America	Blue	Hybrid	Automatic	4.2	175,758	113,236	3,415	Low
X6	2,011	Asia	Silver	Hybrid	Automatic	1.8	184,838	45,364	6,740	Low

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