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
i3	2,021	South America	Silver	Diesel	Automatic	4.7	157,229	79,737	5,188	Low
M5	2,023	North America	Black	Petrol	Automatic	3.2	129,201	32,893	9,748	High
7 Series	2,016	North America	Red	Petrol	Automatic	4.4	82,621	49,256	8,680	High
X1	2,015	Africa	Black	Hybrid	Automatic	3.4	21,904	114,030	8,185	High
M5	2,021	North America	Black	Petrol	Manual	4.8	177,591	39,153	1,821	Low
5 Series	2,021	Africa	White	Petrol	Manual	3.3	32,618	117,026	1,216	Low
M3	2,016	Asia	Silver	Hybrid	Automatic	2.2	79,506	104,441	4,534	Low
7 Series	2,017	South America	Black	Electric	Automatic	4.5	19,601	30,025	1,203	Low
i8	2,018	Africa	Silver	Hybrid	Manual	4.3	53,017	85,143	3,064	Low
i3	2,019	Africa	Red	Diesel	Manual	2.9	93,436	112,714	7,292	High
X3	2,014	Middle East	Black	Petrol	Automatic	4.4	107,312	32,765	9,649	High
X6	2,020	Europe	Grey	Diesel	Manual	1.5	131,318	117,300	3,476	Low
i8	2,014	Africa	Red	Diesel	Manual	4.3	122,470	97,383	7,138	High
M5	2,013	North America	Black	Electric	Manual	3.9	97,299	51,949	7,860	High
5 Series	2,020	Africa	Black	Electric	Automatic	2.8	45,140	92,009	8,038	High
M5	2,012	North America	Black	Electric	Manual	4.3	110,381	79,591	1,051	Low
7 Series	2,022	Africa	Black	Petrol	Automatic	1.9	156,139	53,179	2,258	Low
i8	2,016	North America	Blue	Diesel	Manual	2.2	57	106,938	1,248	Low
7 Series	2,022	Africa	White	Electric	Automatic	3.4	136,975	80,700	2,150	Low
i8	2,022	South America	Grey	Diesel	Automatic	4.6	64,587	54,395	4,332	Low
5 Series	2,014	South America	Grey	Electric	Manual	2	139,949	76,226	423	Low
7 Series	2,016	North America	White	Electric	Manual	3.5	167,839	61,593	5,476	Low
X5	2,024	Asia	Black	Diesel	Automatic	4.1	79,629	97,629	6,089	Low
5 Series	2,011	Middle East	Silver	Petrol	Manual	4.1	2,701	49,770	4,435	Low
X5	2,018	South America	White	Diesel	Manual	3.7	76,882	44,448	8,607	High
X3	2,018	Asia	Black	Petrol	Manual	4.8	14,272	78,113	511	Low
3 Series	2,022	North America	Black	Diesel	Automatic	3.2	157,225	59,797	8,488	High
X1	2,018	North America	Grey	Petrol	Manual	4.6	177,008	80,459	4,863	Low
M3	2,022	South America	Blue	Electric	Automatic	3.7	72,566	90,870	335	Low
X5	2,022	Asia	Grey	Petrol	Manual	4.1	184,259	81,087	4,500	Low
5 Series	2,014	South America	Silver	Hybrid	Automatic	3.1	11,451	108,704	4,386	Low
i8	2,023	Asia	White	Hybrid	Automatic	2.1	138,963	80,689	5,521	Low
X6	2,019	South America	Silver	Petrol	Manual	1.9	165,443	86,446	9,749	High
M5	2,021	North America	Red	Petrol	Automatic	3.9	70,184	46,005	3,382	Low
M3	2,018	Middle East	Silver	Hybrid	Automatic	2.8	50,949	74,528	5,053	Low
3 Series	2,010	North America	Blue	Electric	Automatic	3.5	171,131	61,997	1,719	Low
X3	2,011	Asia	Red	Petrol	Automatic	4.1	14,703	47,245	1,584	Low
M3	2,019	Middle East	Black	Petrol	Manual	4.3	194,329	54,717	5,163	Low
X5	2,014	Africa	Grey	Electric	Automatic	3.3	129,277	86,760	8,152	High
5 Series	2,014	Africa	Black	Diesel	Manual	2.6	75,994	92,268	2,865	Low
7 Series	2,015	Middle East	Grey	Diesel	Automatic	4.2	3,605	46,396	1,866	Low
X3	2,023	Middle East	Silver	Electric	Automatic	3	41,628	50,420	3,633	Low
i8	2,017	Africa	Grey	Diesel	Automatic	4.8	184,432	111,393	3,302	Low
i3	2,021	North America	White	Diesel	Manual	4.4	151,782	102,559	5,017	Low
3 Series	2,010	Africa	Silver	Petrol	Automatic	4.1	54,055	55,181	1,306	Low
X1	2,019	South America	Black	Diesel	Manual	2.3	17,217	95,002	9,770	High
i3	2,021	Middle East	Red	Electric	Automatic	2.8	153,379	67,042	563	Low
M5	2,018	North America	Black	Electric	Manual	4.5	145,524	58,383	549	Low
i8	2,013	North America	Silver	Petrol	Manual	1.6	112,854	111,477	1,943	Low
7 Series	2,017	Africa	Grey	Hybrid	Manual	4.2	8,591	88,742	5,941	Low
i3	2,021	North America	White	Electric	Automatic	2.9	151,127	40,003	2,541	Low
M5	2,024	Europe	Blue	Electric	Manual	4.3	75,454	71,919	6,172	Low
M5	2,022	North America	Blue	Petrol	Manual	3.4	98,506	77,111	4,492	Low
M3	2,021	Asia	Black	Diesel	Automatic	3.3	196,563	114,342	8,408	High
X1	2,014	Asia	Red	Electric	Automatic	4	29,691	34,124	3,605	Low
7 Series	2,010	Europe	Grey	Electric	Automatic	4.3	150,548	47,359	7,416	High
5 Series	2,023	North America	Red	Electric	Automatic	3.9	22,489	105,442	6,077	Low
5 Series	2,018	Africa	Red	Electric	Automatic	3.1	180,325	98,998	9,392	High
i8	2,017	Middle East	Blue	Diesel	Manual	2.6	85,454	59,673	627	Low
X1	2,014	Europe	Blue	Diesel	Manual	4.5	133,076	80,897	2,116	Low
i3	2,023	South America	Silver	Diesel	Manual	3.3	1,743	99,604	5,106	Low
X6	2,024	Europe	Grey	Electric	Manual	4.2	18,044	59,953	3,832	Low
X5	2,020	Middle East	Silver	Electric	Manual	5	183,114	99,971	5,023	Low
M3	2,023	Africa	Black	Diesel	Manual	3.8	58,415	49,303	3,846	Low
M3	2,013	Europe	White	Diesel	Automatic	2.5	93,437	68,598	5,843	Low
i8	2,017	Middle East	Grey	Diesel	Manual	4.5	54,093	69,533	7,835	High
7 Series	2,018	Asia	Red	Hybrid	Automatic	2.5	2,004	51,361	4,474	Low
i3	2,016	Europe	Black	Diesel	Automatic	2.4	183,997	115,942	4,036	Low
M3	2,013	Asia	Grey	Hybrid	Manual	1.8	197,505	82,273	2,109	Low
M5	2,016	Asia	White	Electric	Automatic	1.8	64,895	75,492	3,350	Low
i3	2,015	South America	Silver	Hybrid	Automatic	4.5	160,553	39,365	5,871	Low
i8	2,020	Middle East	White	Diesel	Manual	2.3	3,777	83,039	4,686	Low
i8	2,021	Europe	Black	Petrol	Automatic	1.9	91,803	54,467	8,708	High
X1	2,012	Asia	Silver	Hybrid	Manual	2.7	35,400	43,657	3,215	Low
X3	2,019	Africa	Silver	Petrol	Automatic	4	9,424	44,511	6,485	Low
7 Series	2,012	Europe	Red	Petrol	Manual	2.7	112,594	63,897	1,542	Low
5 Series	2,010	Middle East	Silver	Electric	Automatic	2.6	6,297	86,222	1,461	Low
7 Series	2,023	South America	Silver	Diesel	Automatic	3.2	83,934	88,029	3,070	Low
M3	2,022	Europe	Blue	Diesel	Manual	1.6	186,231	46,890	7,091	High
3 Series	2,014	Africa	Grey	Diesel	Automatic	3.2	192,476	53,072	1,051	Low
X1	2,017	Middle East	Grey	Hybrid	Automatic	5	25,703	72,279	4,785	Low
X6	2,021	Middle East	Blue	Petrol	Manual	4.3	29,241	46,964	6,429	Low
M3	2,015	North America	Black	Petrol	Automatic	1.7	18,058	93,084	3,156	Low
7 Series	2,017	North America	Silver	Electric	Manual	3.8	50,170	36,365	4,041	Low
M5	2,016	Middle East	Silver	Diesel	Automatic	3.1	163,936	35,536	5,883	Low
5 Series	2,011	South America	Silver	Petrol	Automatic	4.4	165,525	41,707	3,489	Low
5 Series	2,017	Asia	White	Petrol	Automatic	1.8	25,300	52,550	1,359	Low
X6	2,013	Europe	Silver	Diesel	Automatic	2.3	32,679	35,524	9,678	High
M5	2,020	Asia	Blue	Petrol	Manual	4.3	21,263	85,718	7,921	High
3 Series	2,014	Europe	Blue	Petrol	Manual	4.5	51,754	53,326	3,131	Low
X5	2,020	Africa	Grey	Diesel	Automatic	3.4	157,721	66,701	3,102	Low
X1	2,022	South America	Silver	Hybrid	Manual	1.6	58,326	94,019	290	Low
i3	2,017	North America	Blue	Petrol	Automatic	4.6	70,615	97,855	9,094	High
X6	2,014	Africa	Red	Diesel	Automatic	2.8	35,845	50,119	8,839	High
3 Series	2,014	Middle East	Grey	Electric	Automatic	1.6	103,277	52,444	1,812	Low
M3	2,015	Middle East	Black	Electric	Automatic	4.4	33,298	87,505	7,053	High
M3	2,024	Middle East	Black	Diesel	Automatic	3	137,494	30,339	1,433	Low
M3	2,024	South America	Red	Electric	Manual	2.2	158,077	104,706	3,293	Low
X3	2,016	Europe	Blue	Hybrid	Automatic	4.3	140,312	116,900	8,159	High
i3	2,018	Europe	Grey	Hybrid	Manual	3.1	96,628	95,799	2,318	Low

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