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
X6	2,017	South America	Black	Diesel	Manual	3.7	110,180	73,786	1,063	Low
M5	2,013	Middle East	Red	Petrol	Manual	3.9	50,138	86,086	5,246	Low
X3	2,019	Asia	White	Petrol	Manual	2.8	101,107	98,892	5,977	Low
X6	2,019	Europe	Black	Petrol	Automatic	4.4	35,605	56,316	5,176	Low
X5	2,017	North America	Black	Hybrid	Automatic	1.8	88,469	96,672	1,061	Low
i8	2,023	Africa	Silver	Petrol	Manual	3.2	137,619	43,994	8,643	High
i8	2,011	South America	White	Electric	Automatic	4.8	172,180	41,516	2,679	Low
i8	2,022	Africa	White	Hybrid	Automatic	2.2	167,380	80,413	8,818	High
7 Series	2,023	Middle East	Grey	Diesel	Manual	2.1	76,309	110,204	6,627	Low
7 Series	2,024	Africa	Black	Petrol	Manual	2.8	196,768	59,078	9,262	High
X1	2,014	South America	Grey	Diesel	Automatic	2.4	90,189	103,341	2,240	Low
3 Series	2,015	Asia	Silver	Hybrid	Automatic	2.3	31,345	43,035	6,893	Low
M3	2,010	Middle East	Blue	Hybrid	Automatic	4.8	17,146	45,363	2,177	Low
X6	2,024	Africa	Silver	Electric	Manual	2.7	129,241	64,365	9,341	High
X3	2,023	Europe	White	Electric	Automatic	1.7	57,556	45,904	3,173	Low
M3	2,010	Middle East	Grey	Diesel	Manual	4.6	185,486	100,990	6,684	Low
i3	2,023	Africa	White	Electric	Automatic	3.1	39,114	73,175	6,575	Low
X6	2,018	Asia	Red	Diesel	Automatic	4.1	33,660	85,130	7,428	High
5 Series	2,014	Africa	Silver	Electric	Manual	2.8	1,291	43,562	4,723	Low
7 Series	2,024	Middle East	Black	Petrol	Manual	4.8	63,493	69,205	2,789	Low
X1	2,024	Middle East	Black	Diesel	Manual	2.5	132,342	40,457	1,995	Low
M5	2,023	Europe	Black	Diesel	Automatic	3.8	28,646	32,470	5,386	Low
X1	2,013	Middle East	Blue	Hybrid	Manual	4.4	142,588	60,475	2,030	Low
X5	2,023	South America	Black	Diesel	Automatic	2.3	133,217	75,643	6,443	Low
X1	2,010	Asia	White	Diesel	Automatic	4.3	133,207	76,768	6,038	Low
i3	2,024	Asia	Grey	Diesel	Automatic	4.3	130,712	47,562	8,728	High
i3	2,012	Europe	Grey	Hybrid	Automatic	4.9	116,155	109,527	2,755	Low
X1	2,022	Middle East	White	Hybrid	Manual	4.7	163,963	59,275	7,705	High
M5	2,013	Asia	White	Petrol	Automatic	2.9	48,446	50,704	6,270	Low
5 Series	2,020	Europe	White	Petrol	Manual	3.6	76,245	47,317	6,204	Low
X5	2,020	Asia	Grey	Hybrid	Automatic	4.7	149,782	33,516	3,483	Low
5 Series	2,014	Africa	Red	Hybrid	Manual	1.5	26,197	72,184	9,125	High
M5	2,023	South America	Red	Electric	Manual	3.7	169,939	46,158	2,080	Low
X6	2,019	Europe	Silver	Electric	Manual	2.3	108,880	43,138	2,950	Low
5 Series	2,021	Middle East	Grey	Petrol	Manual	4.1	125,876	119,247	5,111	Low
3 Series	2,023	Africa	Black	Hybrid	Automatic	4.3	185,792	69,252	6,970	Low
i3	2,014	Europe	Blue	Hybrid	Manual	4	158,647	71,998	809	Low
M5	2,019	South America	White	Hybrid	Manual	5	84,516	39,505	2,856	Low
M5	2,017	Middle East	Red	Electric	Manual	3.2	157,133	113,418	3,335	Low
X6	2,022	Europe	Black	Petrol	Manual	3.5	95,475	38,602	2,446	Low
M3	2,022	Africa	Blue	Diesel	Manual	2.9	35,957	69,484	3,037	Low
i3	2,012	South America	Silver	Petrol	Manual	4.9	171,946	71,841	1,113	Low
7 Series	2,016	Asia	Black	Diesel	Manual	4.7	190,402	54,618	8,864	High
M5	2,023	Middle East	Red	Electric	Automatic	5	140,590	46,373	7,733	High
i8	2,022	Middle East	Red	Electric	Manual	4.9	192,870	92,860	2,835	Low
i3	2,015	Middle East	Red	Petrol	Automatic	4.6	152,847	39,021	9,923	High
M3	2,019	North America	Silver	Electric	Automatic	4.8	129,479	45,311	609	Low
X3	2,020	Asia	Silver	Petrol	Manual	1.9	21,144	41,366	6,275	Low
5 Series	2,019	Africa	White	Diesel	Automatic	2.1	145,240	53,318	6,547	Low
M3	2,019	North America	Black	Petrol	Manual	4.6	197,203	68,083	2,411	Low
X6	2,020	Europe	Red	Hybrid	Automatic	4	161,550	35,477	1,588	Low
i3	2,015	North America	Black	Hybrid	Automatic	4.6	114,182	65,040	2,990	Low
5 Series	2,019	North America	White	Diesel	Manual	4.2	114,520	48,651	5,038	Low
M3	2,018	Europe	Black	Hybrid	Automatic	2	36,366	77,120	1,715	Low
X1	2,023	Europe	Silver	Petrol	Automatic	4.7	84,087	64,714	5,497	Low
i3	2,024	Africa	Black	Electric	Manual	4.2	72,969	40,129	2,369	Low
3 Series	2,016	Middle East	White	Petrol	Manual	3.5	27,268	95,228	8,484	High
M5	2,022	Asia	White	Diesel	Automatic	3.4	192,336	87,999	683	Low
3 Series	2,020	Europe	Silver	Electric	Manual	3.5	32,898	81,188	8,996	High
X1	2,016	North America	Silver	Electric	Manual	2.9	91,678	85,655	192	Low
i8	2,020	Middle East	White	Petrol	Automatic	4.3	152,903	73,758	3,385	Low
X3	2,023	Asia	White	Petrol	Automatic	4.7	109,728	81,664	7,889	High
3 Series	2,010	Europe	White	Diesel	Manual	2.4	114,454	119,068	3,451	Low
i8	2,010	South America	White	Petrol	Automatic	1.6	52,522	104,042	6,463	Low
X5	2,018	Africa	Silver	Petrol	Manual	2.2	73,481	70,967	3,295	Low
7 Series	2,018	Africa	Black	Electric	Automatic	4.2	84,384	61,977	9,493	High
7 Series	2,021	Europe	Red	Diesel	Automatic	4.5	61,196	54,096	6,282	Low
X1	2,020	Asia	Red	Hybrid	Automatic	2.7	74,994	81,351	5,968	Low
X6	2,019	North America	White	Petrol	Manual	2	87,983	67,488	5,515	Low
3 Series	2,012	South America	White	Hybrid	Manual	4.5	16,244	32,445	8,498	High
i8	2,024	Middle East	Blue	Hybrid	Automatic	2.3	193,925	75,070	5,116	Low
7 Series	2,020	Middle East	Black	Diesel	Automatic	2.3	162,583	55,723	9,521	High
7 Series	2,020	Asia	Grey	Diesel	Manual	1.8	166,682	98,129	4,472	Low
X3	2,017	Middle East	Red	Electric	Manual	4.7	171,995	45,947	631	Low
i8	2,018	Europe	Red	Diesel	Manual	2.6	118,206	93,886	1,518	Low
X1	2,010	Africa	Black	Electric	Manual	2.1	181,090	45,237	7,179	High
i8	2,021	Middle East	Red	Diesel	Automatic	4.8	141,591	61,314	6,860	Low
7 Series	2,023	Middle East	Red	Diesel	Manual	2.7	132,105	118,865	5,728	Low
X3	2,012	Middle East	White	Diesel	Automatic	4.1	54,419	77,259	6,450	Low
X6	2,022	Middle East	Grey	Petrol	Automatic	2.3	189,612	90,062	5,610	Low
7 Series	2,015	Middle East	Silver	Diesel	Manual	4	37,939	82,615	1,832	Low
M5	2,024	Asia	Red	Electric	Automatic	2.3	122,769	81,961	3,872	Low
5 Series	2,013	South America	Silver	Petrol	Manual	3.7	11,633	34,398	1,549	Low
X6	2,017	South America	White	Electric	Automatic	3	59,599	114,944	6,349	Low
i3	2,024	North America	Grey	Electric	Manual	4.3	135,727	83,356	173	Low
X5	2,018	North America	Blue	Hybrid	Automatic	4.1	16,453	114,520	5,147	Low
X1	2,016	Europe	Silver	Petrol	Automatic	4.8	81,645	102,104	6,927	Low
3 Series	2,020	North America	White	Electric	Automatic	2.8	143,022	102,767	8,968	High
3 Series	2,010	South America	Red	Hybrid	Automatic	4.1	164,359	99,732	1,412	Low
3 Series	2,023	North America	Red	Hybrid	Automatic	4.9	71,639	81,689	2,623	Low
3 Series	2,011	Asia	White	Hybrid	Automatic	2.7	64,595	56,180	4,503	Low
i8	2,010	Asia	White	Diesel	Manual	2.5	59,908	38,058	4,851	Low
M5	2,018	North America	Blue	Diesel	Manual	4.2	61,474	110,288	5,724	Low
M3	2,013	South America	Black	Hybrid	Manual	3.1	64,930	32,978	2,505	Low
X1	2,019	Africa	Black	Hybrid	Manual	2.9	78,450	49,975	1,487	Low
i8	2,023	South America	Blue	Diesel	Automatic	3.4	149,365	99,170	4,668	Low
M5	2,017	North America	Blue	Petrol	Automatic	4.8	158,794	111,134	4,832	Low
M3	2,014	Africa	Grey	Electric	Automatic	1.8	188,576	56,511	8,490	High
5 Series	2,014	Middle East	Silver	Diesel	Automatic	3.1	75,175	34,751	2,521	Low
X6	2,014	Africa	White	Hybrid	Manual	1.9	92,995	99,931	2,306	Low

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