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
X1	2,023	Europe	Grey	Electric	Automatic	2.4	186,873	45,287	5,731	Low
5 Series	2,017	Middle East	White	Petrol	Automatic	4.3	62,734	107,860	8,758	High
5 Series	2,017	Europe	Silver	Electric	Manual	4.2	21,841	94,593	9,879	High
5 Series	2,011	South America	Black	Hybrid	Manual	2.4	78,964	42,963	7,971	High
5 Series	2,015	Africa	Black	Diesel	Automatic	1.8	157,052	43,439	3,165	Low
i3	2,022	Africa	White	Petrol	Manual	2.1	76,989	75,371	3,119	Low
X5	2,022	Asia	Red	Electric	Automatic	4.1	76,310	115,356	7,173	High
X5	2,014	Africa	Grey	Electric	Automatic	4.5	17,289	110,085	7,934	High
i8	2,023	Africa	Red	Petrol	Manual	2.8	54,138	35,829	2,294	Low
7 Series	2,021	Africa	Red	Electric	Automatic	2.1	135,088	38,771	8,411	High
5 Series	2,011	Asia	Blue	Diesel	Manual	1.8	183,600	83,093	7,255	High
X3	2,014	Asia	Grey	Hybrid	Automatic	2.3	188,610	46,446	3,941	Low
i8	2,013	Middle East	Red	Electric	Manual	4.9	126,272	69,662	8,670	High
X5	2,018	North America	Black	Diesel	Automatic	2.1	35,081	32,557	9,033	High
3 Series	2,021	North America	Black	Diesel	Manual	1.8	69,476	110,776	1,905	Low
M3	2,010	Middle East	White	Diesel	Manual	4.2	49,724	35,375	5,131	Low
M5	2,015	Africa	White	Petrol	Automatic	3.7	111,756	51,885	1,126	Low
7 Series	2,016	North America	Grey	Hybrid	Manual	3.4	179,291	107,567	6,305	Low
7 Series	2,024	Europe	Black	Petrol	Manual	3.1	196,816	58,620	4,141	Low
X1	2,021	Africa	White	Petrol	Manual	4	171,938	67,874	2,484	Low
3 Series	2,015	Middle East	Grey	Petrol	Manual	3.9	119,952	57,194	9,063	High
X6	2,014	Middle East	Blue	Hybrid	Manual	3	101,251	111,565	227	Low
7 Series	2,021	Europe	Black	Petrol	Manual	2.3	32,717	106,234	8,833	High
5 Series	2,013	Asia	Silver	Diesel	Manual	4.4	85,476	107,905	4,740	Low
3 Series	2,014	Middle East	White	Diesel	Automatic	2.1	39,904	97,499	1,219	Low
M5	2,018	North America	Silver	Hybrid	Manual	3.4	153,227	96,780	5,636	Low
M3	2,014	Africa	Red	Hybrid	Automatic	3.9	91,073	100,725	4,254	Low
i3	2,019	North America	Grey	Diesel	Manual	3.7	84,293	39,675	2,460	Low
X3	2,024	Africa	White	Electric	Automatic	3.7	76,460	65,632	966	Low
i3	2,017	Middle East	Black	Electric	Automatic	3.8	77,438	62,463	1,724	Low
M3	2,016	Asia	Black	Hybrid	Automatic	4.6	94,689	68,957	6,460	Low
X5	2,013	Middle East	Blue	Petrol	Automatic	2.8	179,879	78,944	1,463	Low
X6	2,019	South America	Blue	Hybrid	Manual	3.7	63,964	48,831	5,305	Low
X1	2,014	Europe	Blue	Diesel	Automatic	3.9	137,930	64,410	5,345	Low
M5	2,016	Africa	Black	Petrol	Manual	3.6	163,191	51,584	8,211	High
M3	2,015	Asia	White	Electric	Manual	4.7	139,401	30,841	2,413	Low
5 Series	2,022	South America	Blue	Hybrid	Automatic	3.8	92,899	107,223	898	Low
X6	2,012	Middle East	Grey	Diesel	Automatic	3	148,050	76,330	6,677	Low
X5	2,019	Africa	Red	Petrol	Manual	4.5	31,031	64,096	8,023	High
7 Series	2,024	Europe	Blue	Electric	Automatic	3.2	43,329	33,622	7,108	High
X3	2,012	Africa	Red	Hybrid	Manual	3.4	133,884	74,799	3,438	Low
X1	2,011	Africa	White	Diesel	Automatic	3.5	86,028	62,598	3,882	Low
M5	2,023	North America	Blue	Electric	Manual	2.6	113,054	59,218	7,481	High
5 Series	2,012	Africa	Blue	Petrol	Automatic	4	51,239	67,403	5,484	Low
3 Series	2,020	Asia	Red	Hybrid	Manual	1.8	189,133	88,279	999	Low
X6	2,019	Africa	Black	Electric	Automatic	4.5	55,439	113,217	8,091	High
M5	2,022	Middle East	Grey	Diesel	Automatic	4.1	96,588	100,693	5,697	Low
7 Series	2,010	Middle East	Silver	Hybrid	Manual	2.7	117,108	32,802	8,640	High
5 Series	2,022	Middle East	Blue	Diesel	Manual	2.3	72,878	38,371	5,325	Low
X1	2,018	Middle East	White	Electric	Manual	2.9	112,110	118,663	4,142	Low
M5	2,011	Africa	Silver	Diesel	Manual	4.3	102,010	67,308	3,600	Low
i3	2,021	Europe	Red	Hybrid	Automatic	1.6	21,093	72,798	3,511	Low
M3	2,022	North America	Black	Diesel	Automatic	3.1	81,926	63,420	9,851	High
5 Series	2,012	Africa	Black	Hybrid	Manual	2.4	135,184	68,450	6,749	Low
X6	2,014	Asia	Grey	Petrol	Automatic	4.6	65,002	66,494	5,445	Low
X5	2,019	Europe	Blue	Electric	Automatic	2.9	172,503	104,290	4,780	Low
M5	2,021	Europe	Red	Petrol	Manual	3.9	144,272	64,513	4,255	Low
M3	2,013	South America	Grey	Hybrid	Manual	2.8	88,528	34,105	2,898	Low
X1	2,022	North America	Silver	Petrol	Automatic	2.7	30,069	88,312	6,360	Low
X6	2,014	South America	White	Diesel	Automatic	2.6	119,256	92,082	5,726	Low
M3	2,015	North America	Black	Electric	Automatic	3.9	145,129	116,172	5,750	Low
3 Series	2,014	South America	White	Hybrid	Automatic	4.9	147,784	117,694	2,733	Low
i8	2,019	Middle East	Grey	Hybrid	Automatic	2.2	178,562	105,760	9,903	High
i8	2,010	Asia	Grey	Hybrid	Automatic	3.8	150,700	106,278	9,841	High
i8	2,015	Asia	Blue	Electric	Manual	2.4	82,618	36,408	710	Low
X6	2,018	Africa	Blue	Diesel	Manual	3.4	147,385	79,759	9,745	High
5 Series	2,012	Asia	White	Electric	Automatic	3.4	187,389	99,956	7,753	High
X5	2,024	Europe	White	Hybrid	Manual	3.1	175,135	68,740	6,245	Low
M5	2,011	North America	Grey	Diesel	Automatic	3.2	5,442	37,279	7,548	High
X3	2,015	Africa	Black	Petrol	Manual	4.6	88,832	111,899	9,938	High
M5	2,021	Asia	Red	Hybrid	Automatic	1.8	194,663	75,539	1,595	Low
i8	2,023	Middle East	Black	Diesel	Manual	4.4	51,207	34,442	2,763	Low
3 Series	2,012	Africa	Silver	Electric	Automatic	3.1	38,685	51,834	6,263	Low
X5	2,013	North America	Blue	Electric	Automatic	2.7	141,538	53,879	7,057	High
X3	2,015	North America	Black	Diesel	Manual	2.1	8,410	44,926	4,502	Low
7 Series	2,021	Africa	White	Hybrid	Automatic	4.4	7,606	84,284	949	Low
X6	2,022	South America	Grey	Petrol	Automatic	3.6	165,943	48,029	5,719	Low
M5	2,021	South America	Black	Diesel	Manual	4	87,500	69,591	7,945	High
M5	2,015	Africa	Red	Diesel	Automatic	2.6	192,261	35,315	6,327	Low
5 Series	2,021	Asia	Silver	Petrol	Automatic	2.9	18,079	70,694	5,295	Low
i8	2,011	Middle East	Red	Petrol	Automatic	4.7	143,170	39,213	8,299	High
X3	2,022	Middle East	Red	Petrol	Automatic	4.9	77,379	111,800	2,460	Low
i8	2,022	Europe	Red	Diesel	Automatic	4.1	186,395	86,895	7,007	High
7 Series	2,012	Asia	White	Hybrid	Automatic	4.1	127,851	40,529	5,283	Low
i3	2,022	Asia	Black	Electric	Manual	3.9	26,326	50,897	5,659	Low
M3	2,018	Africa	Blue	Diesel	Manual	3.6	140,886	92,158	5,013	Low
i3	2,011	Africa	Red	Hybrid	Automatic	3.6	134,014	95,523	8,420	High
3 Series	2,012	Europe	Grey	Hybrid	Manual	4.9	91,941	35,974	8,783	High
X1	2,018	North America	Black	Petrol	Automatic	4.1	32,244	83,136	1,479	Low
X1	2,013	Africa	White	Diesel	Automatic	3.8	37,655	75,834	6,064	Low
i8	2,024	South America	White	Diesel	Automatic	2.2	179,464	73,824	9,242	High
7 Series	2,010	North America	White	Petrol	Manual	4.9	154,880	105,885	8,958	High
i3	2,020	South America	Blue	Diesel	Manual	3.3	194,999	84,292	6,571	Low
X6	2,022	Middle East	White	Electric	Manual	4.8	179,268	106,158	5,734	Low
i8	2,011	North America	Grey	Hybrid	Manual	4	124,755	93,508	6,282	Low
X1	2,024	Middle East	Black	Electric	Manual	1.6	63,449	112,556	6,403	Low
X6	2,012	South America	Blue	Diesel	Manual	3.4	83,953	50,070	5,961	Low
5 Series	2,018	South America	Red	Petrol	Automatic	4.6	66,679	63,425	9,891	High
i8	2,024	South America	Blue	Petrol	Manual	1.7	101,606	78,191	9,305	High
3 Series	2,018	Europe	White	Diesel	Manual	4.5	76,212	37,717	2,821	Low

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