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	North America	White	Hybrid	Manual	3.4	193,477	102,021	2,140	Low
3 Series	2,012	Asia	Blue	Hybrid	Manual	3.9	173,744	55,276	1,687	Low
5 Series	2,012	Asia	Blue	Electric	Automatic	3.9	72,291	96,553	7,323	High
i8	2,019	Europe	Red	Hybrid	Automatic	2	127,216	86,175	9,946	High
i8	2,017	Asia	Silver	Petrol	Manual	2.7	104,665	103,652	7,768	High
i8	2,021	Africa	Grey	Hybrid	Manual	1.6	88,803	119,081	7,050	High
X3	2,024	Middle East	Grey	Diesel	Manual	4.9	199,608	78,059	7,068	High
X6	2,022	South America	Red	Diesel	Manual	4.3	106,512	96,826	546	Low
i3	2,024	Europe	Red	Petrol	Automatic	4.8	48,984	87,869	3,436	Low
i8	2,012	Middle East	Silver	Hybrid	Automatic	1.7	23,799	116,953	7,133	High
i8	2,017	North America	Grey	Diesel	Manual	3.3	152,378	76,133	1,637	Low
i3	2,011	South America	Red	Petrol	Manual	4.1	183,131	68,075	1,669	Low
X1	2,024	Middle East	Black	Petrol	Automatic	1.9	43,598	84,371	7,973	High
3 Series	2,014	Africa	Red	Petrol	Manual	4.2	146,819	56,577	3,757	Low
5 Series	2,014	Europe	Silver	Diesel	Automatic	3.8	20,698	52,504	6,030	Low
X1	2,016	North America	White	Hybrid	Automatic	4.9	79,520	108,336	6,109	Low
X3	2,014	North America	White	Hybrid	Automatic	2	173,460	65,563	3,596	Low
X6	2,018	North America	Silver	Petrol	Manual	3.7	135,399	86,665	4,073	Low
X3	2,012	North America	Blue	Petrol	Manual	4.8	169,256	32,296	6,737	Low
5 Series	2,018	Middle East	Red	Diesel	Manual	4.1	22,089	98,016	1,073	Low
5 Series	2,010	Asia	Red	Diesel	Automatic	2.7	73,003	86,243	8,703	High
M3	2,012	North America	Grey	Diesel	Manual	1.9	60,959	72,294	282	Low
X6	2,013	North America	Blue	Hybrid	Manual	4.9	2,239	40,449	4,956	Low
X3	2,015	Africa	Black	Diesel	Manual	1.8	61,798	109,329	665	Low
3 Series	2,019	Europe	Red	Diesel	Automatic	4.9	39,332	111,500	9,288	High
i8	2,017	Africa	Black	Petrol	Automatic	2.6	169,724	39,750	826	Low
3 Series	2,016	Middle East	Red	Diesel	Automatic	4.5	66,965	38,463	841	Low
X5	2,017	Asia	Grey	Hybrid	Automatic	3.4	22,823	41,788	6,870	Low
M5	2,015	North America	Black	Hybrid	Automatic	4.7	152,378	59,516	6,224	Low
X1	2,015	Europe	Blue	Hybrid	Automatic	3	165,937	53,690	5,653	Low
X1	2,023	Asia	Grey	Electric	Manual	4.5	175,308	53,042	1,188	Low
M3	2,015	Asia	Red	Hybrid	Automatic	2.3	136,776	40,127	1,732	Low
X3	2,012	Europe	Red	Petrol	Manual	3.1	152,548	114,210	827	Low
i3	2,023	Middle East	Grey	Electric	Automatic	4.5	93,673	111,822	1,631	Low
i8	2,019	Middle East	Silver	Diesel	Manual	1.9	178,959	44,288	2,269	Low
M5	2,024	Europe	Black	Electric	Manual	4.1	193,121	46,284	3,818	Low
i8	2,013	Europe	White	Hybrid	Automatic	3	184,663	85,139	803	Low
X6	2,020	South America	Black	Petrol	Automatic	3.3	197,001	58,438	7,157	High
X6	2,015	North America	Grey	Diesel	Automatic	3.5	27,820	97,806	9,349	High
X3	2,022	Asia	Silver	Petrol	Automatic	2.5	857	100,931	4,261	Low
M5	2,016	Middle East	White	Diesel	Manual	1.8	116,641	35,656	888	Low
i3	2,012	Middle East	Red	Petrol	Manual	1.6	126,270	33,935	4,500	Low
3 Series	2,013	South America	Red	Petrol	Manual	3	147,940	90,964	3,114	Low
i3	2,015	Middle East	Silver	Diesel	Manual	2.4	91,715	41,502	7,167	High
M5	2,010	Asia	Grey	Hybrid	Manual	3.7	123,133	91,729	3,971	Low
M3	2,020	North America	Grey	Electric	Manual	4	111,964	54,904	6,071	Low
7 Series	2,024	Africa	Red	Hybrid	Manual	3.3	127,445	113,871	6,944	Low
X1	2,016	Africa	Grey	Diesel	Manual	3.7	71,384	77,465	4,636	Low
5 Series	2,022	South America	Grey	Petrol	Automatic	3.5	55,306	51,123	8,853	High
X3	2,024	Europe	Silver	Electric	Automatic	1.5	128,493	109,123	420	Low
5 Series	2,020	Africa	Red	Electric	Automatic	4.4	156,406	76,062	8,707	High
M3	2,010	Europe	Silver	Electric	Automatic	1.7	76,526	69,522	8,712	High
5 Series	2,020	Africa	White	Hybrid	Automatic	2.9	71,774	40,772	7,425	High
X6	2,022	Asia	Red	Hybrid	Automatic	1.9	16,024	109,473	7,027	High
3 Series	2,021	Africa	Blue	Diesel	Manual	3.8	128,747	118,185	7,954	High
3 Series	2,022	Middle East	Grey	Electric	Manual	2.6	159,416	112,675	3,080	Low
X1	2,021	North America	Black	Petrol	Automatic	1.7	81,494	50,437	7,247	High
X3	2,022	South America	Grey	Diesel	Automatic	1.7	53,495	31,073	4,804	Low
X5	2,019	Asia	Blue	Hybrid	Automatic	2.3	199,348	59,215	9,674	High
i3	2,020	Africa	Blue	Diesel	Manual	3.8	103,376	52,147	7,078	High
M5	2,024	Europe	White	Hybrid	Manual	4	85,185	36,820	7,958	High
X5	2,020	Middle East	Blue	Petrol	Automatic	1.9	161,591	55,854	232	Low
X5	2,018	Asia	Silver	Diesel	Manual	2	140,353	115,609	2,119	Low
7 Series	2,019	Europe	Black	Hybrid	Automatic	3.6	87,770	59,328	9,993	High
M3	2,018	Europe	Red	Electric	Manual	4.9	8,725	85,911	533	Low
X1	2,020	South America	Grey	Petrol	Manual	3.4	6,608	103,352	9,708	High
X3	2,018	North America	Silver	Hybrid	Manual	4	143,796	92,158	7,906	High
5 Series	2,013	Africa	Silver	Hybrid	Automatic	3.5	14,716	100,068	5,243	Low
X5	2,011	Asia	Red	Petrol	Manual	1.9	181,516	66,287	3,736	Low
i3	2,016	Asia	Black	Electric	Manual	4.8	23,440	60,363	5,054	Low
i8	2,022	Europe	Blue	Hybrid	Automatic	1.8	67,370	33,541	5,562	Low
X5	2,013	Europe	Black	Electric	Automatic	4.2	102,867	80,077	1,178	Low
X6	2,023	North America	Silver	Hybrid	Automatic	4.9	21,979	118,265	453	Low
X1	2,014	North America	White	Diesel	Manual	2.6	158,073	53,659	2,730	Low
i3	2,010	Europe	Blue	Hybrid	Automatic	2.1	1,675	83,630	3,940	Low
X5	2,020	Asia	White	Electric	Manual	3.5	186,323	113,091	8,945	High
i3	2,021	South America	Red	Electric	Automatic	4.3	164,216	73,397	8,697	High
3 Series	2,019	North America	Blue	Diesel	Automatic	4.8	46,903	57,831	2,247	Low
i8	2,022	North America	Red	Hybrid	Manual	3.9	139,972	38,502	7,328	High
3 Series	2,015	South America	Silver	Petrol	Automatic	2.7	106,520	52,243	5,418	Low
X3	2,021	Europe	White	Hybrid	Manual	3.2	82,314	79,282	2,269	Low
X6	2,024	Africa	Silver	Electric	Manual	4.2	72,799	58,774	5,557	Low
M5	2,016	North America	Black	Hybrid	Manual	4.3	46,373	75,539	663	Low
M5	2,012	Africa	White	Diesel	Manual	1.8	111,732	100,237	6,090	Low
M3	2,019	Asia	White	Electric	Automatic	3.6	149,073	36,748	2,830	Low
X3	2,011	Europe	Blue	Diesel	Manual	4.9	189	36,459	5,030	Low
X3	2,022	North America	Black	Petrol	Manual	4.2	37,881	45,146	9,250	High
X1	2,021	Asia	White	Hybrid	Automatic	1.5	138,830	39,250	6,096	Low
X5	2,021	South America	Black	Electric	Automatic	2.3	50,640	65,814	3,448	Low
M3	2,019	Asia	White	Petrol	Automatic	3.1	119,703	32,047	4,129	Low
X5	2,016	Africa	Blue	Petrol	Manual	4	185,899	100,974	7,990	High
M3	2,010	Middle East	Red	Electric	Manual	3.4	56,828	35,921	6,519	Low
3 Series	2,011	Asia	Grey	Diesel	Manual	1.8	103,442	63,185	4,602	Low
3 Series	2,012	North America	White	Hybrid	Automatic	4.1	198,788	87,013	4,333	Low
X5	2,013	South America	White	Hybrid	Automatic	4.4	114,406	89,856	1,359	Low
5 Series	2,024	Africa	Silver	Electric	Automatic	2.2	90,627	90,992	4,606	Low
X5	2,014	Africa	Red	Hybrid	Manual	1.7	101,376	82,260	7,131	High
M3	2,013	South America	Black	Petrol	Manual	4.3	142,301	103,532	769	Low
X3	2,024	Middle East	Blue	Diesel	Manual	3.7	87,677	119,691	3,206	Low
X1	2,019	South America	Red	Hybrid	Manual	4.3	126,224	30,495	3,528	Low

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