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
7 Series	2,023	South America	Blue	Petrol	Automatic	4.7	106,287	98,333	3,478	Low
M5	2,024	Middle East	Grey	Petrol	Automatic	2.2	166,758	52,334	130	Low
7 Series	2,010	South America	Silver	Petrol	Automatic	2.3	134,526	39,991	3,258	Low
7 Series	2,021	South America	White	Hybrid	Manual	3.3	123,399	90,000	5,779	Low
5 Series	2,012	Africa	Silver	Electric	Automatic	3.7	125,345	48,245	2,495	Low
7 Series	2,019	Africa	Blue	Hybrid	Automatic	1.5	71,728	54,366	4,225	Low
X5	2,021	Asia	Blue	Petrol	Manual	3.1	194,450	57,318	3,627	Low
M3	2,010	Middle East	Red	Diesel	Manual	2.9	158,675	91,562	8,182	High
M5	2,013	Europe	Silver	Diesel	Automatic	4.5	74,477	64,061	582	Low
i8	2,015	North America	Silver	Electric	Automatic	4.4	83,110	32,423	9,377	High
i8	2,014	Africa	Blue	Hybrid	Automatic	4.7	177,146	109,328	2,506	Low
X1	2,022	South America	Black	Electric	Automatic	4.4	84,922	101,419	7,557	High
X1	2,020	North America	Grey	Diesel	Automatic	4.3	111,170	99,517	7,137	High
X1	2,013	South America	Grey	Diesel	Automatic	4.5	186,181	45,662	8,785	High
X6	2,016	South America	White	Diesel	Automatic	2.1	81,646	49,358	6,419	Low
X1	2,022	Middle East	Grey	Diesel	Automatic	2.7	63,889	51,393	9,262	High
X3	2,020	Asia	Black	Diesel	Automatic	3.9	49,813	30,315	152	Low
X5	2,020	Asia	Red	Diesel	Automatic	4.7	15,411	78,039	2,865	Low
i8	2,015	Europe	Grey	Diesel	Automatic	3.8	6,110	63,075	6,979	Low
X5	2,012	Europe	Blue	Petrol	Automatic	2.2	75,018	41,890	1,541	Low
3 Series	2,018	North America	Silver	Hybrid	Manual	4.8	148,161	32,807	9,992	High
5 Series	2,024	South America	Black	Hybrid	Automatic	4.2	166,587	103,636	8,704	High
X5	2,014	Europe	Grey	Hybrid	Manual	4	17,687	43,282	9,916	High
X6	2,022	Asia	White	Petrol	Manual	4.2	155,718	67,501	4,029	Low
X6	2,019	Asia	Blue	Electric	Automatic	3.8	148,019	66,328	8,007	High
X6	2,010	Asia	Black	Petrol	Automatic	1.6	114,162	58,399	3,794	Low
X1	2,022	Asia	Silver	Petrol	Manual	2.4	127,519	60,227	2,605	Low
i3	2,015	Europe	Blue	Hybrid	Manual	4.8	173,619	88,527	4,917	Low
X6	2,014	Africa	Silver	Hybrid	Manual	2.5	112,622	43,556	6,090	Low
X1	2,019	South America	Blue	Hybrid	Manual	4.2	157,396	73,887	6,940	Low
7 Series	2,017	North America	Red	Electric	Manual	3	139,691	99,776	8,182	High
i8	2,013	South America	Grey	Electric	Automatic	4.7	63,256	47,759	3,002	Low
i8	2,021	North America	Silver	Petrol	Automatic	3.5	18,738	98,049	4,435	Low
5 Series	2,010	North America	Red	Petrol	Automatic	3.7	50,094	58,889	6,119	Low
M3	2,020	Europe	Blue	Diesel	Automatic	2.3	11,872	88,247	3,553	Low
i3	2,011	North America	Red	Petrol	Automatic	1.7	184,992	80,264	8,602	High
i3	2,017	South America	Red	Petrol	Manual	4.1	164,823	59,170	1,836	Low
7 Series	2,019	Europe	Silver	Hybrid	Automatic	1.7	135,331	116,547	6,707	Low
7 Series	2,017	South America	Blue	Petrol	Automatic	4	87,477	64,699	680	Low
X3	2,022	North America	Grey	Petrol	Manual	3.4	123,215	72,529	9,171	High
X5	2,023	Asia	White	Hybrid	Automatic	4.4	107,544	74,946	5,693	Low
5 Series	2,014	North America	Grey	Electric	Automatic	2.2	58,949	77,168	2,364	Low
M5	2,015	Asia	White	Petrol	Manual	3.4	93,082	104,355	6,138	Low
X3	2,011	Middle East	White	Hybrid	Automatic	3.6	134,117	99,003	5,917	Low
i8	2,020	Asia	Black	Hybrid	Automatic	1.8	4,682	103,319	8,077	High
X6	2,021	South America	Red	Hybrid	Manual	4.1	139,292	74,986	2,106	Low
X5	2,018	Africa	Silver	Petrol	Automatic	2.9	164,579	72,847	3,933	Low
X3	2,024	Middle East	Black	Hybrid	Automatic	2	84,806	101,078	9,739	High
X5	2,015	South America	Red	Diesel	Automatic	2.9	94,721	66,084	5,046	Low
7 Series	2,021	North America	Blue	Petrol	Automatic	1.8	69,128	109,907	4,356	Low
X5	2,018	South America	Black	Electric	Manual	4.6	194,162	69,524	1,705	Low
X3	2,020	South America	Black	Petrol	Automatic	3.1	124,315	106,964	2,641	Low
X6	2,019	Europe	White	Electric	Automatic	2	178,093	37,712	4,367	Low
i8	2,012	Europe	White	Petrol	Automatic	2.4	82,322	70,026	4,492	Low
7 Series	2,015	North America	Red	Diesel	Automatic	4	13,819	67,291	1,811	Low
7 Series	2,019	Middle East	Red	Diesel	Manual	4.3	140,558	50,502	4,422	Low
X1	2,014	North America	Red	Diesel	Manual	1.6	81,153	113,636	7,229	High
M5	2,018	Middle East	Red	Electric	Manual	1.7	134,960	108,205	4,322	Low
X6	2,022	Africa	Red	Hybrid	Automatic	4.7	171,917	71,440	1,405	Low
i8	2,019	South America	Blue	Petrol	Manual	2.7	153,233	38,008	2,560	Low
5 Series	2,024	Asia	Black	Electric	Automatic	2.2	27,721	51,273	4,537	Low
i3	2,010	Europe	White	Petrol	Manual	1.9	86,789	66,662	1,183	Low
3 Series	2,018	Europe	Grey	Electric	Automatic	3.2	40,414	92,272	437	Low
i8	2,014	Europe	Black	Electric	Automatic	4.2	139,284	83,615	3,919	Low
7 Series	2,010	Europe	Red	Electric	Automatic	3.3	54,038	76,833	6,094	Low
M5	2,019	South America	Silver	Hybrid	Manual	1.6	189,328	44,426	6,472	Low
5 Series	2,017	South America	Black	Petrol	Automatic	3.2	103,974	114,201	9,903	High
X5	2,016	South America	Red	Electric	Automatic	2.6	61,758	88,325	1,174	Low
M5	2,023	Middle East	Blue	Electric	Automatic	3.9	163,377	85,441	5,099	Low
5 Series	2,015	North America	White	Electric	Manual	3.3	29,281	105,960	5,503	Low
7 Series	2,011	North America	Black	Diesel	Manual	4.9	31,942	41,029	1,958	Low
X5	2,014	South America	Silver	Diesel	Manual	3.6	122,373	73,339	3,293	Low
X6	2,012	Asia	White	Petrol	Automatic	3.7	84,288	86,048	3,898	Low
5 Series	2,011	Africa	Silver	Hybrid	Automatic	3.3	137,873	51,763	1,358	Low
X3	2,023	Europe	Red	Petrol	Manual	2.6	86,818	40,757	6,259	Low
i3	2,019	Africa	Blue	Petrol	Manual	3.7	38,250	88,881	4,733	Low
X1	2,010	North America	Black	Hybrid	Automatic	2.7	34,370	78,521	1,726	Low
3 Series	2,018	Asia	Blue	Electric	Automatic	4	45,632	75,654	9,812	High
i8	2,011	Africa	Black	Hybrid	Manual	2.3	140,418	31,321	5,367	Low
X1	2,022	South America	Black	Hybrid	Manual	2.8	188,625	84,098	5,036	Low
7 Series	2,020	Europe	Blue	Hybrid	Manual	3.5	76,814	59,655	6,134	Low
i3	2,010	South America	Blue	Electric	Manual	3.7	92,538	54,525	9,071	High
3 Series	2,023	North America	Blue	Hybrid	Manual	3.8	29,069	64,728	3,470	Low
X6	2,016	Middle East	Red	Electric	Manual	4	148,004	35,554	1,345	Low
X3	2,018	North America	Black	Petrol	Automatic	2.6	22,005	109,705	8,594	High
X1	2,015	Africa	Black	Petrol	Automatic	4.6	161,040	85,125	2,667	Low
i8	2,017	Middle East	Grey	Petrol	Manual	1.6	81,010	66,630	1,961	Low
7 Series	2,024	Europe	Red	Petrol	Automatic	2.2	84,239	116,336	3,929	Low
X5	2,020	North America	Blue	Electric	Manual	1.7	31,004	99,023	4,591	Low
X1	2,016	Middle East	Red	Electric	Manual	3.9	135,058	64,615	5,158	Low
7 Series	2,018	Middle East	Black	Diesel	Manual	2.5	165,079	107,858	9,070	High
5 Series	2,016	South America	Grey	Hybrid	Manual	2.2	106,515	32,211	3,242	Low
3 Series	2,022	North America	Silver	Petrol	Automatic	3.2	71,318	78,965	854	Low
3 Series	2,015	Middle East	Silver	Diesel	Automatic	3.7	127,941	45,783	5,451	Low
X3	2,010	North America	Silver	Diesel	Manual	3.7	1,395	90,588	5,116	Low
3 Series	2,018	South America	Silver	Hybrid	Manual	3.5	154,439	84,103	9,405	High
5 Series	2,019	Africa	Red	Hybrid	Manual	5	37,998	109,804	6,857	Low
M3	2,014	South America	Red	Diesel	Automatic	4.5	99,722	55,578	5,918	Low
M3	2,022	North America	Blue	Petrol	Manual	2.3	61,750	101,002	1,051	Low
X1	2,011	Asia	Red	Hybrid	Automatic	4.2	140,988	51,954	4,212	Low

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