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	2,011	North America	Black	Hybrid	Automatic	3	130,343	88,927	4,666	Low
M3	2,015	North America	Grey	Hybrid	Manual	3.4	175,946	113,188	3,892	Low
X3	2,023	Asia	White	Diesel	Automatic	4.7	3,536	35,938	3,827	Low
i3	2,017	Europe	Blue	Electric	Automatic	2	143,201	64,307	9,666	High
3 Series	2,010	Europe	Silver	Petrol	Automatic	2.3	156,360	114,593	9,014	High
3 Series	2,013	Asia	White	Electric	Manual	4.7	27,046	67,660	7,989	High
M5	2,020	Asia	Blue	Diesel	Manual	1.6	116,054	70,557	261	Low
X1	2,010	South America	Black	Petrol	Manual	3.8	74,665	117,101	7,625	High
M3	2,023	South America	Black	Hybrid	Manual	3.7	185,007	76,583	1,035	Low
i8	2,010	Europe	White	Diesel	Manual	2.8	189,726	46,523	5,852	Low
i3	2,019	Africa	Grey	Petrol	Automatic	3.1	12,335	36,703	1,741	Low
i3	2,021	North America	White	Hybrid	Manual	4.5	111,793	92,860	6,329	Low
X5	2,023	Africa	Silver	Electric	Manual	2.1	146,722	82,389	8,766	High
7 Series	2,023	South America	White	Petrol	Manual	2.3	34,851	68,008	847	Low
X3	2,020	North America	Grey	Diesel	Automatic	3.3	16,793	42,019	9,840	High
X5	2,017	Europe	White	Petrol	Manual	2.9	179,929	58,886	8,942	High
5 Series	2,016	Middle East	Blue	Electric	Manual	3.5	149,630	80,158	6,014	Low
i8	2,021	Africa	Black	Electric	Automatic	4.7	70,195	114,684	2,585	Low
X3	2,019	South America	Blue	Hybrid	Automatic	4.7	25,879	34,209	8,146	High
i3	2,022	Asia	Black	Electric	Automatic	2.3	3,333	47,886	952	Low
X5	2,010	Africa	Black	Petrol	Manual	2.6	184,134	112,812	5,186	Low
M5	2,020	Asia	Black	Diesel	Automatic	2.1	185,651	92,950	3,522	Low
5 Series	2,023	Africa	Black	Electric	Automatic	4.7	4,123	118,331	5,364	Low
3 Series	2,022	Africa	Silver	Petrol	Automatic	2.9	165,932	54,278	9,854	High
X6	2,011	South America	Black	Petrol	Manual	3.1	150,093	59,022	8,618	High
i3	2,013	Asia	Blue	Petrol	Automatic	4.3	108,070	85,002	2,051	Low
7 Series	2,010	South America	White	Petrol	Automatic	3.3	82,570	43,772	8,082	High
M5	2,012	Africa	Grey	Hybrid	Manual	1.9	181,963	50,994	7,529	High
i3	2,017	South America	Silver	Hybrid	Automatic	3	79,096	63,927	196	Low
X1	2,017	North America	Black	Hybrid	Manual	3.7	112,305	112,685	8,717	High
5 Series	2,017	South America	Grey	Electric	Manual	4	40,443	33,229	2,247	Low
i8	2,015	South America	Black	Diesel	Manual	3.8	96,417	101,466	1,049	Low
X6	2,015	Asia	White	Electric	Automatic	1.9	140,066	72,381	729	Low
3 Series	2,014	Europe	Black	Diesel	Automatic	2.6	111,219	79,168	9,508	High
X6	2,022	Asia	Black	Electric	Manual	4.1	77,254	74,404	3,619	Low
X3	2,018	Europe	Silver	Petrol	Manual	4.6	111,382	40,950	2,911	Low
5 Series	2,013	Asia	Red	Hybrid	Manual	1.7	16,512	101,677	9,600	High
X5	2,019	Africa	Black	Hybrid	Manual	1.6	116,627	113,879	8,195	High
X1	2,024	North America	Blue	Petrol	Manual	3.8	47,775	39,921	4,109	Low
5 Series	2,021	Middle East	White	Diesel	Automatic	3.4	86,113	119,556	177	Low
X1	2,021	Middle East	Silver	Electric	Automatic	2	101,045	102,583	2,909	Low
i8	2,021	Europe	Black	Hybrid	Manual	3.4	197,745	66,325	6,393	Low
5 Series	2,016	Africa	Red	Diesel	Automatic	4.9	53,139	92,711	643	Low
M5	2,010	Europe	Blue	Electric	Automatic	3.7	183,629	41,397	3,447	Low
X6	2,024	Asia	Grey	Diesel	Automatic	3.1	45,764	82,113	3,404	Low
M3	2,018	Middle East	White	Petrol	Manual	4.4	130,452	51,734	1,879	Low
7 Series	2,016	Middle East	Silver	Hybrid	Manual	2.2	134,987	44,657	1,242	Low
i3	2,019	Europe	Red	Diesel	Automatic	3	174,913	103,720	4,826	Low
3 Series	2,021	South America	Silver	Hybrid	Automatic	3.3	198,014	85,739	725	Low
7 Series	2,018	North America	Blue	Diesel	Manual	3.3	174,220	47,019	561	Low
X1	2,016	Africa	White	Hybrid	Automatic	4.7	199,390	61,106	3,568	Low
7 Series	2,011	Asia	Silver	Electric	Automatic	2.5	113,559	66,102	7,878	High
5 Series	2,024	Asia	Red	Hybrid	Automatic	1.7	12,185	39,902	6,665	Low
i8	2,015	South America	Blue	Hybrid	Manual	4.7	7,200	98,637	8,364	High
5 Series	2,019	North America	Red	Electric	Automatic	2.3	58,920	82,770	8,537	High
M5	2,021	Middle East	Blue	Diesel	Manual	2.8	104,151	60,010	1,433	Low
3 Series	2,020	Europe	Black	Diesel	Automatic	3.4	148,992	103,717	8,542	High
i3	2,013	Europe	White	Electric	Automatic	4.9	44,296	77,568	1,989	Low
X5	2,012	Europe	White	Diesel	Automatic	3.4	54,238	112,365	5,540	Low
7 Series	2,011	Asia	Grey	Hybrid	Automatic	3.1	91,256	98,526	7,666	High
i3	2,015	North America	Blue	Petrol	Automatic	3.5	110,679	110,656	6,410	Low
X1	2,017	Europe	Black	Electric	Automatic	4.9	72,618	54,372	3,621	Low
i3	2,015	Africa	White	Diesel	Manual	4.4	153,113	46,288	8,605	High
i8	2,018	South America	Blue	Electric	Automatic	2.1	6,694	59,502	7,395	High
3 Series	2,023	Africa	Blue	Electric	Automatic	4.3	42,356	63,404	1,544	Low
M5	2,014	Asia	Red	Hybrid	Manual	4.4	176,277	104,301	3,359	Low
X5	2,011	Asia	Grey	Petrol	Manual	3.9	110,047	35,218	6,356	Low
X5	2,017	Middle East	White	Diesel	Automatic	3.8	59,104	89,142	6,032	Low
i8	2,018	North America	Grey	Hybrid	Manual	3	178,062	107,938	188	Low
7 Series	2,023	Middle East	Grey	Electric	Manual	3.7	78,293	65,558	9,770	High
X1	2,019	Africa	Silver	Diesel	Automatic	4.1	96,719	55,270	6,276	Low
7 Series	2,013	Europe	White	Petrol	Manual	1.9	191,842	81,428	332	Low
M3	2,015	South America	Grey	Petrol	Automatic	2.4	4,440	60,163	4,729	Low
M3	2,024	Asia	White	Petrol	Automatic	2.2	42,594	38,357	3,026	Low
X6	2,020	Africa	White	Diesel	Automatic	4.4	97,816	58,157	3,447	Low
X6	2,019	Asia	Red	Hybrid	Manual	3.9	83,565	86,358	8,848	High
i8	2,017	South America	Silver	Hybrid	Manual	3.1	17,776	116,428	1,266	Low
X3	2,018	Africa	Black	Diesel	Manual	4.4	72,826	69,580	8,591	High
i3	2,021	Asia	Blue	Diesel	Manual	4	21,940	32,918	8,753	High
M5	2,014	South America	Silver	Diesel	Automatic	4.7	62,729	62,485	9,177	High
5 Series	2,021	South America	Red	Hybrid	Automatic	1.8	1,743	68,326	6,172	Low
i3	2,015	North America	Blue	Electric	Automatic	3.3	77,932	61,950	5,540	Low
M3	2,020	South America	Red	Petrol	Automatic	4	102,193	31,083	8,545	High
i8	2,013	Asia	Blue	Petrol	Automatic	2.2	60,956	100,121	2,856	Low
X1	2,014	South America	Blue	Hybrid	Manual	2.6	157,584	79,345	7,940	High
X6	2,016	Asia	White	Electric	Automatic	3	23,865	50,483	3,601	Low
X6	2,018	Africa	Silver	Diesel	Automatic	4.3	51,198	100,163	7,075	High
5 Series	2,019	North America	White	Electric	Automatic	3.2	56,067	107,746	4,542	Low
i3	2,020	Middle East	Grey	Diesel	Manual	3.2	151,619	35,353	4,925	Low
i3	2,022	North America	Grey	Hybrid	Automatic	3	6,068	45,557	8,121	High
5 Series	2,015	Middle East	Blue	Petrol	Manual	2.3	18,510	75,622	9,173	High
5 Series	2,023	Europe	Black	Hybrid	Manual	4.7	115,454	113,501	9,261	High
X3	2,015	Africa	Blue	Petrol	Manual	2.6	100,995	119,134	3,430	Low
X1	2,017	Africa	Grey	Electric	Manual	3.5	193,548	71,557	7,063	High
X1	2,020	Asia	Silver	Petrol	Automatic	2	69,809	110,971	7,090	High
7 Series	2,013	North America	White	Diesel	Manual	3	159,557	67,189	6,462	Low
7 Series	2,012	North America	Silver	Diesel	Manual	4.7	175,428	67,773	1,874	Low
5 Series	2,023	Middle East	Silver	Diesel	Manual	5	79,926	83,206	9,329	High
5 Series	2,016	Africa	Red	Hybrid	Automatic	2.8	129,824	62,211	6,111	Low
X1	2,014	Asia	Red	Petrol	Manual	2	185,285	58,036	3,414	Low

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