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
M5	2,019	Africa	Red	Petrol	Manual	2.5	12,878	70,984	6,961	Low
i3	2,017	South America	Black	Electric	Automatic	2	140,842	33,571	7,022	High
7 Series	2,021	South America	White	Petrol	Automatic	4.6	132,363	45,076	3,961	Low
3 Series	2,011	North America	Silver	Electric	Automatic	2.9	103,379	36,857	3,872	Low
M5	2,022	Middle East	White	Petrol	Manual	2.2	75,903	42,074	1,627	Low
5 Series	2,013	North America	Red	Diesel	Automatic	2	167,293	54,261	7,358	High
7 Series	2,019	North America	Blue	Diesel	Automatic	3	113,359	63,150	5,154	Low
5 Series	2,017	South America	Black	Diesel	Automatic	1.6	194,350	117,629	639	Low
X3	2,024	Africa	Silver	Petrol	Manual	1.9	68,819	45,268	7,884	High
M5	2,021	Europe	White	Petrol	Manual	1.5	1,713	76,123	6,810	Low
M3	2,012	Asia	Grey	Hybrid	Automatic	1.6	31,898	36,998	7,847	High
7 Series	2,021	Middle East	Silver	Electric	Automatic	5	139,541	58,441	1,870	Low
i3	2,015	Asia	Black	Electric	Manual	3.1	9,946	44,321	5,754	Low
3 Series	2,021	North America	Blue	Hybrid	Manual	4.1	26,508	31,713	4,459	Low
7 Series	2,011	Middle East	Red	Hybrid	Automatic	4.1	74,426	72,872	9,160	High
M5	2,017	Europe	Black	Electric	Automatic	4.6	167,137	112,465	1,485	Low
X1	2,017	Africa	Grey	Petrol	Manual	1.9	175,765	67,189	7,086	High
i8	2,021	Europe	Silver	Hybrid	Automatic	3.3	75,202	90,974	1,870	Low
X3	2,022	Asia	Blue	Hybrid	Automatic	2.6	11,974	33,546	3,402	Low
M3	2,010	North America	White	Hybrid	Automatic	3.4	17,904	85,546	7,296	High
X5	2,012	Africa	Red	Electric	Manual	2.7	169,230	115,990	1,765	Low
X1	2,023	Europe	White	Hybrid	Manual	2.1	66,630	89,619	5,815	Low
M5	2,024	North America	Silver	Petrol	Manual	3.9	180,354	97,038	8,227	High
i8	2,011	Europe	Red	Diesel	Manual	1.6	95,388	114,301	7,697	High
i3	2,016	Middle East	Red	Hybrid	Automatic	4.6	137,605	86,951	3,265	Low
i3	2,016	South America	Silver	Diesel	Automatic	2	112,560	85,575	6,302	Low
3 Series	2,013	North America	Grey	Electric	Automatic	3.7	184,410	82,561	6,948	Low
i8	2,021	Asia	Blue	Diesel	Manual	4.1	45,504	97,987	3,965	Low
M3	2,021	North America	White	Petrol	Manual	1.8	82,613	115,322	633	Low
X5	2,017	Europe	White	Diesel	Automatic	4.7	195,591	94,543	5,763	Low
X6	2,012	Middle East	Grey	Hybrid	Automatic	2.7	115,822	39,625	8,441	High
M3	2,023	Asia	Silver	Hybrid	Manual	5	75,352	112,813	5,497	Low
M5	2,018	South America	Blue	Diesel	Manual	1.7	23,306	99,034	6,081	Low
i8	2,014	Africa	Red	Hybrid	Manual	4	142,408	70,895	1,149	Low
X5	2,023	South America	Blue	Diesel	Automatic	2.1	129,306	62,258	7,232	High
X3	2,022	North America	Blue	Hybrid	Automatic	2.9	162,826	78,221	1,113	Low
i3	2,024	Africa	White	Diesel	Manual	3.1	137,206	103,755	2,163	Low
X1	2,023	North America	Red	Petrol	Manual	2.9	117,561	46,774	4,832	Low
i3	2,011	Middle East	White	Petrol	Manual	2.7	86,434	44,925	5,457	Low
X1	2,018	North America	Blue	Electric	Automatic	4.2	34,347	79,021	8,180	High
3 Series	2,010	North America	Black	Diesel	Automatic	4.4	190,806	87,892	2,599	Low
X6	2,020	Europe	Black	Petrol	Manual	2.7	44,948	102,010	5,857	Low
3 Series	2,017	Europe	Silver	Electric	Manual	3.2	27,260	71,340	6,806	Low
5 Series	2,015	North America	Silver	Diesel	Automatic	3	199,579	77,953	7,391	High
7 Series	2,021	Middle East	Grey	Hybrid	Manual	3.6	56,158	80,380	7,622	High
3 Series	2,010	South America	Black	Diesel	Automatic	2	183,458	111,199	5,625	Low
X5	2,023	South America	Blue	Hybrid	Automatic	4.3	141,298	80,474	9,357	High
7 Series	2,013	Africa	Blue	Petrol	Manual	4.3	140,887	51,318	1,291	Low
7 Series	2,012	North America	Black	Electric	Manual	3.6	144,883	55,146	2,058	Low
i8	2,016	Europe	Blue	Hybrid	Automatic	4.1	168,405	115,156	1,162	Low
i3	2,016	Europe	White	Electric	Automatic	5	167,119	43,418	5,693	Low
5 Series	2,015	Europe	Black	Electric	Manual	4.7	101,988	101,649	5,054	Low
i8	2,023	Africa	Blue	Electric	Manual	3.6	74,629	78,003	1,486	Low
M3	2,019	Europe	Blue	Electric	Automatic	3.3	81,419	50,780	939	Low
5 Series	2,023	Asia	Grey	Electric	Manual	3.4	60,145	84,690	1,747	Low
5 Series	2,019	Asia	Black	Hybrid	Automatic	3.1	47,631	110,147	7,840	High
7 Series	2,021	Africa	White	Electric	Manual	3.2	93,042	97,870	4,436	Low
7 Series	2,017	South America	White	Hybrid	Manual	4.1	38,241	81,200	4,956	Low
i3	2,016	Africa	White	Electric	Manual	5	65,214	89,096	1,400	Low
5 Series	2,013	South America	White	Electric	Manual	1.7	38,500	110,070	8,929	High
3 Series	2,016	South America	Silver	Petrol	Manual	2.3	173,753	34,663	1,077	Low
X3	2,024	Europe	Red	Hybrid	Automatic	2.2	176,602	99,300	4,045	Low
M5	2,010	South America	Red	Diesel	Automatic	4.4	102,276	84,606	9,864	High
3 Series	2,012	Asia	White	Electric	Automatic	3	117,330	92,835	2,862	Low
7 Series	2,011	South America	White	Electric	Manual	3.3	157,834	31,160	7,232	High
X5	2,016	Middle East	Black	Electric	Automatic	3.1	189,556	36,598	1,861	Low
X5	2,018	Middle East	Grey	Petrol	Automatic	4.5	14,244	91,978	290	Low
X3	2,014	Middle East	Silver	Petrol	Automatic	3.2	24,254	87,345	4,107	Low
M5	2,018	North America	Blue	Diesel	Manual	3.8	100,586	67,262	590	Low
3 Series	2,021	Asia	Blue	Petrol	Automatic	1.6	12,234	112,673	5,060	Low
3 Series	2,022	Africa	White	Diesel	Automatic	3.8	151,860	67,507	7,979	High
7 Series	2,017	Middle East	Red	Electric	Manual	2.3	51,087	55,325	5,899	Low
M3	2,010	Africa	Grey	Diesel	Automatic	4.5	106,762	43,256	6,768	Low
i3	2,023	South America	Black	Electric	Automatic	4.1	171,840	61,060	5,197	Low
i8	2,020	South America	Black	Hybrid	Automatic	1.9	104,016	60,062	4,981	Low
X6	2,011	Europe	White	Petrol	Manual	1.9	171,887	39,746	4,575	Low
7 Series	2,015	Asia	Grey	Petrol	Automatic	2.5	39,984	73,531	1,652	Low
7 Series	2,014	North America	Silver	Electric	Manual	1.9	145,560	113,310	5,233	Low
X3	2,024	North America	Silver	Electric	Manual	4.1	106,550	95,589	2,108	Low
X1	2,020	North America	Red	Diesel	Automatic	5	30,062	76,882	4,582	Low
X1	2,016	Europe	Silver	Diesel	Automatic	3.8	180,594	66,060	9,301	High
M5	2,018	Africa	Grey	Diesel	Automatic	2.4	52,330	30,692	3,371	Low
X3	2,023	Asia	Blue	Petrol	Automatic	3.5	111,257	99,055	9,950	High
X5	2,013	Asia	Silver	Petrol	Manual	4.3	180,897	45,375	4,263	Low
5 Series	2,017	Middle East	White	Electric	Automatic	4.9	127,105	74,092	589	Low
X6	2,013	Europe	Red	Hybrid	Manual	1.5	90,895	113,435	5,941	Low
3 Series	2,012	Asia	Silver	Electric	Manual	3.3	190,494	95,823	8,607	High
X1	2,021	Asia	Silver	Electric	Automatic	3.1	114,453	32,979	2,620	Low
3 Series	2,011	Africa	Silver	Petrol	Manual	3	196,693	34,360	7,053	High
X3	2,017	South America	Silver	Diesel	Manual	3.3	135,365	88,608	8,303	High
i8	2,024	Africa	Silver	Petrol	Manual	2.9	140,929	80,680	4,295	Low
3 Series	2,020	South America	Black	Electric	Automatic	2.7	164,678	65,305	2,351	Low
X3	2,017	North America	Blue	Petrol	Automatic	1.9	197,514	90,360	3,107	Low
i8	2,020	Europe	White	Electric	Automatic	3.2	56,713	118,639	4,108	Low
3 Series	2,021	North America	Silver	Electric	Manual	4.4	15,887	55,650	4,686	Low
M3	2,012	Europe	Black	Electric	Manual	1.9	53,888	32,551	1,681	Low
i8	2,010	Asia	Grey	Petrol	Automatic	4.1	195,874	65,412	9,641	High
M3	2,022	North America	Silver	Petrol	Manual	2.4	193,125	91,175	8,754	High
i3	2,015	Africa	Blue	Electric	Automatic	2.8	12,454	42,318	6,617	Low
M5	2,014	Africa	White	Diesel	Manual	5	187,977	48,288	817	Low

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