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
M5	2,010	North America	Red	Electric	Automatic	2.7	15,904	118,027	8,702	High
3 Series	2,010	South America	White	Diesel	Manual	3.5	121,254	44,672	9,045	High
3 Series	2,023	South America	White	Petrol	Manual	3.5	116,227	34,778	797	Low
X5	2,015	South America	Silver	Diesel	Automatic	2.7	74,660	51,940	7,161	High
5 Series	2,010	North America	Blue	Diesel	Manual	2.9	65,604	36,190	7,903	High
M3	2,013	Europe	Blue	Petrol	Automatic	3	189,157	114,309	9,112	High
M3	2,015	Europe	White	Electric	Automatic	2.8	165,662	114,118	6,217	Low
i3	2,010	Europe	Red	Hybrid	Manual	4.2	69,415	82,476	3,454	Low
X5	2,022	Middle East	Grey	Electric	Manual	2	112,597	39,849	4,371	Low
M5	2,018	Africa	White	Hybrid	Manual	4.5	75,560	83,036	2,510	Low
X1	2,024	Asia	Silver	Diesel	Manual	2.7	44,487	67,969	1,996	Low
X1	2,013	South America	Blue	Electric	Automatic	4	141,471	91,551	4,521	Low
5 Series	2,018	Africa	Black	Diesel	Automatic	4.6	68,943	38,694	8,796	High
3 Series	2,018	South America	Silver	Diesel	Automatic	4.6	75,149	60,433	4,288	Low
i8	2,022	Middle East	Silver	Petrol	Manual	3.1	74,159	96,988	1,095	Low
5 Series	2,015	Africa	White	Hybrid	Automatic	2.4	122,796	110,028	7,278	High
i3	2,022	South America	Silver	Petrol	Manual	3.6	54,399	69,653	4,544	Low
X3	2,016	Africa	Grey	Hybrid	Automatic	2.1	53,646	42,474	5,579	Low
M3	2,024	Africa	Silver	Hybrid	Automatic	4.3	133,130	44,673	7,614	High
i3	2,022	Middle East	White	Petrol	Automatic	4	32,345	91,878	3,092	Low
X6	2,010	Middle East	Blue	Electric	Manual	4.3	194,132	115,248	333	Low
i3	2,014	South America	Black	Diesel	Automatic	3	195,226	47,880	8,409	High
3 Series	2,012	Europe	White	Diesel	Manual	3.5	76,190	83,565	5,696	Low
X5	2,019	Asia	White	Diesel	Manual	1.9	26,317	66,631	6,946	Low
5 Series	2,019	Asia	Black	Petrol	Automatic	3.9	30,323	106,787	4,442	Low
X3	2,022	South America	Silver	Electric	Automatic	3.2	129,558	32,156	1,587	Low
3 Series	2,015	Middle East	Red	Diesel	Automatic	3.3	92,861	78,299	2,895	Low
i8	2,013	Africa	Blue	Diesel	Manual	4.5	164,581	57,512	6,881	Low
i8	2,024	Europe	Black	Petrol	Manual	4.2	157,621	110,376	4,641	Low
5 Series	2,022	North America	Grey	Electric	Automatic	3.4	26,841	97,993	1,370	Low
5 Series	2,023	Africa	Blue	Electric	Automatic	2.7	134,017	89,361	5,802	Low
i8	2,022	South America	Silver	Electric	Automatic	3.1	90,787	85,775	2,477	Low
5 Series	2,018	Europe	Red	Electric	Manual	2.7	133,338	38,679	4,403	Low
M5	2,016	South America	Red	Petrol	Automatic	2	16,908	119,563	8,326	High
M3	2,024	Asia	Black	Electric	Automatic	3.8	163,543	40,401	3,823	Low
3 Series	2,023	Europe	Silver	Electric	Automatic	3.9	30,167	106,591	8,518	High
M3	2,024	South America	Black	Electric	Automatic	4.9	181,799	60,053	2,808	Low
X1	2,013	Africa	Black	Diesel	Manual	3.1	103,952	89,080	6,405	Low
X3	2,022	North America	Black	Hybrid	Automatic	5	176,422	38,677	4,904	Low
3 Series	2,020	Asia	Grey	Diesel	Manual	2.2	108,246	68,351	626	Low
5 Series	2,015	South America	Silver	Diesel	Automatic	3.8	84,902	84,393	4,579	Low
i3	2,011	Europe	Red	Petrol	Automatic	5	35,939	48,631	7,905	High
X6	2,023	Middle East	Red	Petrol	Automatic	3.7	19,050	90,706	9,196	High
X1	2,012	Europe	White	Electric	Automatic	3.1	165,188	99,350	1,729	Low
5 Series	2,024	Asia	Blue	Electric	Automatic	3.3	182,904	77,388	4,752	Low
i3	2,020	Africa	Silver	Electric	Automatic	4.5	7,965	89,240	2,903	Low
i3	2,016	Europe	Grey	Diesel	Automatic	4.8	51,014	95,406	316	Low
X5	2,020	Asia	Silver	Diesel	Automatic	3.1	183,101	115,820	5,128	Low
i8	2,021	Middle East	Red	Electric	Automatic	4.2	55,103	105,376	8,346	High
i3	2,013	North America	Grey	Petrol	Automatic	4.8	185,133	114,743	6,507	Low
X3	2,023	Asia	White	Petrol	Automatic	2.5	53,814	105,436	8,828	High
i3	2,021	Africa	White	Diesel	Automatic	3.2	71,612	86,103	9,571	High
M5	2,019	Asia	Blue	Diesel	Automatic	5	171,265	62,531	2,704	Low
M3	2,016	Asia	Blue	Petrol	Manual	2.7	13,927	73,187	9,172	High
i8	2,018	South America	Blue	Electric	Manual	3.7	192,890	59,377	5,222	Low
X3	2,023	South America	Red	Hybrid	Automatic	3.8	124,021	33,679	6,238	Low
i8	2,022	Europe	Grey	Electric	Manual	2	53,183	82,670	3,067	Low
5 Series	2,014	Africa	Silver	Petrol	Manual	4.3	29,853	57,209	7,405	High
M3	2,023	North America	Grey	Hybrid	Automatic	2.9	134,441	85,411	3,258	Low
i8	2,010	Middle East	Silver	Diesel	Manual	3.3	38,061	117,115	9,573	High
5 Series	2,014	Middle East	White	Petrol	Manual	3.7	119,118	59,422	2,925	Low
7 Series	2,015	North America	Silver	Petrol	Manual	2.9	107,128	114,090	8,008	High
X1	2,023	South America	White	Electric	Manual	2.6	198,538	108,614	8,251	High
3 Series	2,020	Middle East	White	Diesel	Manual	3.4	163,986	84,270	2,195	Low
3 Series	2,011	Middle East	Silver	Hybrid	Manual	2.7	88,925	82,068	3,758	Low
i8	2,017	Europe	White	Hybrid	Automatic	3	147,000	116,958	9,136	High
M5	2,022	Asia	Grey	Electric	Automatic	1.9	114,239	48,981	649	Low
i3	2,011	South America	Red	Diesel	Automatic	4.5	14,245	43,196	1,158	Low
i8	2,024	Europe	White	Hybrid	Automatic	2.9	133,638	105,297	9,434	High
M3	2,023	Africa	Red	Petrol	Automatic	1.8	169,205	49,209	6,392	Low
3 Series	2,018	South America	Silver	Diesel	Manual	4.3	140,451	104,938	7,243	High
3 Series	2,023	Middle East	Black	Diesel	Manual	1.6	166,487	68,309	1,480	Low
5 Series	2,022	Europe	Black	Electric	Manual	3.6	124,612	81,122	5,785	Low
3 Series	2,011	South America	Blue	Diesel	Manual	4	89,674	117,764	1,967	Low
X3	2,012	Middle East	White	Petrol	Automatic	2.2	1,903	84,484	6,373	Low
i3	2,017	Middle East	Red	Diesel	Manual	2	49,318	32,736	934	Low
3 Series	2,020	Middle East	Silver	Electric	Automatic	1.9	2,586	69,875	3,488	Low
X6	2,015	Africa	Red	Hybrid	Manual	5	921	34,690	4,863	Low
i8	2,010	Europe	Black	Petrol	Manual	4.1	190,415	48,783	8,512	High
X1	2,024	South America	Grey	Electric	Automatic	2.6	74,993	38,573	1,384	Low
i8	2,013	Middle East	Red	Electric	Manual	2.7	132,856	40,677	7,907	High
M5	2,014	Asia	Black	Diesel	Manual	3.8	45,768	64,910	9,596	High
X5	2,023	Middle East	Blue	Hybrid	Manual	3.1	188,574	31,394	5,205	Low
M3	2,020	Middle East	Silver	Electric	Automatic	2.4	11,579	36,896	5,158	Low
i8	2,012	South America	Red	Electric	Automatic	1.7	174,215	84,452	7,011	High
X3	2,010	Africa	Silver	Electric	Manual	4.2	50,981	78,452	3,240	Low
7 Series	2,012	Asia	Black	Diesel	Automatic	4.6	178,602	76,813	410	Low
X6	2,022	Europe	White	Hybrid	Manual	2.2	68,188	49,658	6,950	Low
M3	2,018	Asia	Red	Hybrid	Manual	1.7	126,495	109,433	313	Low
i8	2,011	South America	Red	Petrol	Manual	1.9	23,123	76,337	3,190	Low
X5	2,010	Asia	Red	Hybrid	Manual	2.9	158,892	77,797	4,430	Low
i8	2,016	North America	Blue	Electric	Automatic	2.5	118,516	72,402	5,710	Low
7 Series	2,022	Middle East	Grey	Electric	Manual	1.8	39,381	70,927	8,695	High
7 Series	2,016	Europe	Grey	Petrol	Automatic	3.1	114,261	55,007	6,042	Low
3 Series	2,014	South America	Black	Petrol	Manual	2.2	154,298	37,228	5,687	Low
i8	2,011	South America	Black	Diesel	Automatic	1.7	56,960	108,415	8,207	High
X3	2,023	Africa	Silver	Hybrid	Manual	3.8	143,264	74,211	2,013	Low
M3	2,010	South America	White	Petrol	Automatic	3.5	55,524	42,887	3,274	Low
i3	2,022	South America	White	Petrol	Manual	4.4	174,110	66,455	8,313	High
7 Series	2,014	North America	Red	Diesel	Automatic	2.6	62,054	100,771	9,249	High

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