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
i8	2,023	Africa	Red	Hybrid	Automatic	2.2	17,146	91,892	2,591	Low
M3	2,018	North America	Black	Electric	Manual	3.1	17,808	30,752	4,263	Low
M3	2,016	Middle East	Grey	Diesel	Automatic	2.9	100,882	96,235	638	Low
X3	2,016	Europe	Black	Petrol	Manual	3.6	167,667	78,458	3,862	Low
5 Series	2,017	South America	Silver	Hybrid	Automatic	4.8	38,990	69,181	734	Low
7 Series	2,021	Europe	Grey	Electric	Manual	2.1	175,878	83,704	4,447	Low
X1	2,019	Africa	Grey	Hybrid	Automatic	3	36,417	61,870	604	Low
M5	2,021	Asia	White	Petrol	Manual	3.5	21,814	87,406	4,871	Low
X5	2,021	Middle East	Blue	Electric	Manual	3.4	181,501	81,528	9,204	High
X1	2,012	Africa	Red	Petrol	Automatic	3.8	142,695	71,213	5,046	Low
X6	2,017	South America	Red	Diesel	Manual	2.4	124,844	62,242	5,503	Low
X3	2,010	North America	Silver	Electric	Manual	3.7	38,391	38,663	8,636	High
i8	2,022	Africa	Red	Hybrid	Manual	2.2	82,134	101,046	3,996	Low
X3	2,024	Europe	Red	Electric	Automatic	1.9	11,719	80,589	8,658	High
X3	2,015	Asia	White	Diesel	Automatic	4.4	117,623	87,059	4,243	Low
M3	2,011	South America	Black	Hybrid	Manual	3.2	57,472	62,879	6,013	Low
X6	2,016	Europe	Grey	Petrol	Manual	2.9	94,374	105,857	3,777	Low
X3	2,022	Europe	Grey	Hybrid	Manual	4.7	153,095	65,998	1,171	Low
X5	2,012	North America	White	Petrol	Manual	4	2,104	87,765	1,241	Low
3 Series	2,020	Middle East	Grey	Hybrid	Automatic	3.9	193,620	32,254	5,736	Low
X6	2,019	Middle East	Red	Hybrid	Manual	2.2	181,553	34,279	5,087	Low
X6	2,014	Asia	Grey	Diesel	Automatic	2.2	36,841	106,753	6,547	Low
i3	2,019	Europe	Silver	Petrol	Automatic	3.2	136,502	100,080	960	Low
i3	2,011	Europe	Blue	Petrol	Manual	3.8	79,859	52,813	828	Low
X1	2,010	Africa	Grey	Hybrid	Manual	2.9	6,681	49,385	6,178	Low
5 Series	2,014	North America	White	Hybrid	Manual	1.7	26,292	113,467	1,992	Low
X6	2,018	Middle East	White	Diesel	Manual	3.9	115,488	84,411	2,551	Low
X6	2,024	Africa	White	Hybrid	Manual	4.2	107,677	102,794	8,912	High
i8	2,018	Europe	Grey	Petrol	Manual	4.8	70,237	95,377	5,984	Low
7 Series	2,016	North America	Silver	Petrol	Manual	2.9	61,859	94,052	238	Low
5 Series	2,023	Asia	White	Electric	Manual	2.4	128,552	47,190	7,291	High
X5	2,018	Middle East	Silver	Diesel	Manual	4.7	94,628	46,892	9,883	High
X1	2,013	Middle East	Silver	Petrol	Manual	4	9,876	57,930	1,671	Low
X6	2,012	Africa	Blue	Electric	Automatic	1.7	167,324	67,032	336	Low
M5	2,020	North America	Red	Hybrid	Manual	3.5	109,575	32,881	6,054	Low
M3	2,013	Europe	White	Petrol	Manual	1.6	144,563	41,657	9,958	High
X6	2,024	South America	Black	Petrol	Automatic	2.3	8,276	111,366	2,852	Low
i3	2,016	South America	Black	Petrol	Automatic	1.7	118,437	116,760	316	Low
3 Series	2,017	Europe	White	Electric	Automatic	2.2	80,511	62,340	6,026	Low
5 Series	2,011	North America	Blue	Diesel	Automatic	3.2	180,125	87,242	2,809	Low
5 Series	2,014	Asia	Silver	Electric	Manual	2.5	51,526	119,111	644	Low
M5	2,014	Europe	Blue	Diesel	Automatic	1.8	174,370	113,654	8,578	High
X3	2,022	South America	Red	Petrol	Manual	3.2	63,612	112,825	8,439	High
M3	2,018	Middle East	Grey	Petrol	Manual	4	183,932	119,596	3,314	Low
i8	2,022	North America	Red	Electric	Manual	1.7	31,485	68,959	7,434	High
X3	2,022	Europe	White	Diesel	Manual	4.6	180,268	41,767	9,802	High
i3	2,024	Middle East	Silver	Electric	Manual	3.8	130,461	71,537	6,818	Low
i3	2,022	Europe	Red	Diesel	Manual	3.3	25,690	119,309	8,917	High
i8	2,012	Middle East	Grey	Diesel	Manual	2.9	98,944	71,315	160	Low
3 Series	2,021	Africa	Silver	Diesel	Automatic	2.9	170,912	118,717	505	Low
3 Series	2,015	North America	Red	Electric	Manual	2.7	58,829	61,136	1,946	Low
X6	2,024	Europe	White	Diesel	Manual	1.9	36,730	57,651	8,572	High
X6	2,019	North America	Silver	Diesel	Manual	1.8	127,366	118,627	8,586	High
M3	2,021	Asia	Black	Hybrid	Manual	2.6	11,626	110,755	590	Low
5 Series	2,014	South America	Grey	Hybrid	Manual	3.8	165,053	51,152	3,610	Low
M3	2,011	South America	Black	Diesel	Manual	2.5	12,693	87,458	2,587	Low
3 Series	2,011	North America	Red	Electric	Automatic	4.3	45,874	105,961	9,943	High
5 Series	2,013	North America	Black	Diesel	Automatic	2.8	60,756	85,447	9,871	High
X1	2,021	Middle East	Grey	Electric	Automatic	3.7	179,254	30,056	2,198	Low
X5	2,013	Africa	Grey	Electric	Automatic	3	184,433	77,351	958	Low
7 Series	2,024	Middle East	Red	Diesel	Manual	3.2	124,446	52,155	2,892	Low
M3	2,016	Europe	Blue	Hybrid	Manual	2.4	52,533	39,119	2,310	Low
X1	2,023	Europe	Grey	Diesel	Automatic	3.3	139,598	92,988	851	Low
X5	2,021	Europe	White	Diesel	Manual	1.9	77,371	74,861	321	Low
M5	2,023	Africa	Black	Hybrid	Manual	2.9	137,524	84,213	2,919	Low
X1	2,010	Europe	Silver	Diesel	Manual	3.1	38,288	57,556	1,661	Low
X5	2,020	South America	Silver	Diesel	Automatic	4	23,261	47,254	2,428	Low
X3	2,015	Europe	Silver	Hybrid	Automatic	2.9	183,105	42,105	2,360	Low
5 Series	2,020	North America	Grey	Diesel	Manual	3.8	196,960	95,833	176	Low
7 Series	2,022	Asia	White	Petrol	Manual	2.1	44,656	48,455	975	Low
X6	2,018	North America	Grey	Electric	Automatic	1.6	91,411	108,411	7,226	High
3 Series	2,011	Europe	Red	Hybrid	Manual	3.3	156,681	112,606	6,296	Low
X1	2,021	Europe	Black	Electric	Automatic	3.2	21,444	102,736	8,702	High
i3	2,014	North America	Grey	Diesel	Automatic	3.8	66,105	58,749	4,164	Low
i8	2,019	North America	Black	Diesel	Automatic	2.6	99,518	93,973	4,954	Low
X3	2,024	Asia	Silver	Diesel	Automatic	1.6	144,114	79,894	2,224	Low
5 Series	2,020	Asia	Grey	Hybrid	Manual	4	199,739	58,716	3,725	Low
M3	2,019	Asia	Red	Hybrid	Automatic	4.8	139,592	108,025	9,527	High
7 Series	2,013	Asia	Grey	Electric	Manual	2.9	122,441	72,376	3,563	Low
X5	2,013	South America	Silver	Petrol	Automatic	3.6	31,743	95,345	6,716	Low
X3	2,017	Africa	Silver	Petrol	Manual	3.4	177,951	99,607	1,436	Low
7 Series	2,023	Middle East	Grey	Petrol	Manual	3.5	99,774	49,661	8,816	High
5 Series	2,015	Middle East	Silver	Diesel	Automatic	4.5	107,007	56,566	9,352	High
3 Series	2,016	South America	Black	Electric	Manual	4.1	78,993	64,450	5,071	Low
7 Series	2,020	Africa	White	Hybrid	Automatic	4.2	122,391	54,411	1,051	Low
X5	2,021	Europe	Blue	Diesel	Automatic	1.8	169,473	42,260	6,173	Low
X6	2,018	Asia	Silver	Diesel	Manual	2	1,679	62,394	451	Low
X1	2,022	Africa	Grey	Electric	Automatic	3.8	47,538	59,411	9,060	High
3 Series	2,012	Middle East	White	Diesel	Manual	3.4	30,547	118,285	1,354	Low
i3	2,020	Asia	Silver	Petrol	Manual	4.2	69,303	100,651	9,573	High
X1	2,011	South America	White	Hybrid	Automatic	1.8	101,223	79,840	1,202	Low
X3	2,012	Europe	Silver	Hybrid	Manual	3.5	71,150	32,143	2,202	Low
X3	2,024	Asia	Silver	Electric	Manual	3.2	32,317	69,839	9,644	High
X6	2,017	North America	Blue	Diesel	Automatic	4.5	143,847	64,681	5,049	Low
X1	2,022	Middle East	Grey	Hybrid	Automatic	2.2	82,246	54,848	7,707	High
3 Series	2,018	South America	Blue	Electric	Manual	2.7	76,760	64,760	4,642	Low
i8	2,019	North America	Blue	Hybrid	Automatic	2	107,195	47,405	7,367	High
3 Series	2,014	North America	Blue	Petrol	Automatic	3.1	60,618	108,233	3,991	Low
7 Series	2,017	Europe	Grey	Hybrid	Manual	4.6	95,175	97,986	8,978	High
X6	2,023	Africa	Grey	Petrol	Automatic	3.8	141,331	89,308	8,514	High

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