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
X3	2,017	South America	Blue	Electric	Automatic	4.1	172,854	71,444	5,134	Low
i8	2,016	South America	Black	Petrol	Manual	3.9	27,029	78,170	6,985	Low
M3	2,013	North America	Black	Hybrid	Manual	3.1	122,276	72,968	4,096	Low
i3	2,021	South America	Black	Diesel	Automatic	2.5	83,607	58,778	1,027	Low
X1	2,021	Europe	Black	Diesel	Automatic	2.5	60,937	48,939	1,157	Low
X6	2,018	Middle East	Grey	Hybrid	Manual	4.1	121,309	66,079	2,276	Low
X3	2,020	Asia	Blue	Electric	Manual	3.7	135,817	84,813	637	Low
7 Series	2,023	Europe	Red	Electric	Automatic	3.5	127,033	30,347	3,785	Low
M5	2,013	Europe	Black	Electric	Manual	3.8	199,129	30,519	6,406	Low
X1	2,010	Middle East	Black	Petrol	Manual	4.2	169,220	41,711	2,977	Low
X3	2,024	Europe	White	Electric	Automatic	4.1	24,240	98,696	417	Low
X6	2,019	South America	White	Diesel	Manual	1.9	118,399	60,096	1,270	Low
3 Series	2,024	Middle East	Blue	Hybrid	Automatic	2.8	57,490	53,921	299	Low
5 Series	2,010	Asia	White	Hybrid	Automatic	2.4	89,011	36,245	9,006	High
X6	2,010	South America	Silver	Hybrid	Automatic	3.4	186,304	104,667	7,324	High
M5	2,010	Europe	Black	Petrol	Manual	1.7	30,067	107,733	9,637	High
i8	2,013	South America	Grey	Petrol	Manual	4.2	128,115	85,133	8,949	High
X6	2,010	Africa	White	Electric	Manual	1.9	24,998	73,863	2,703	Low
X3	2,011	North America	Silver	Diesel	Manual	2.4	40,058	31,840	7,551	High
5 Series	2,013	South America	Silver	Hybrid	Manual	4.2	144,229	39,190	1,436	Low
X5	2,016	Middle East	Blue	Diesel	Manual	1.7	94,206	85,560	7,116	High
i8	2,011	North America	Grey	Electric	Automatic	3.8	20,480	114,695	8,896	High
i8	2,017	Africa	Blue	Electric	Manual	4.7	32,458	58,439	346	Low
3 Series	2,022	South America	Grey	Diesel	Automatic	3.7	14,672	71,422	1,243	Low
X3	2,016	Africa	Blue	Diesel	Manual	4	134,093	57,014	1,875	Low
7 Series	2,018	South America	White	Hybrid	Manual	4.3	143,126	39,015	1,444	Low
X3	2,023	South America	Black	Electric	Automatic	2.3	146,129	62,695	4,952	Low
M3	2,015	Africa	Silver	Diesel	Automatic	3.5	191,890	52,035	9,294	High
X1	2,013	North America	Silver	Hybrid	Manual	2.6	88,602	88,866	8,403	High
X3	2,015	Middle East	Blue	Petrol	Automatic	2.4	27,409	37,675	1,273	Low
7 Series	2,024	Middle East	Blue	Electric	Manual	2.2	29,365	71,379	4,995	Low
X5	2,013	South America	Grey	Electric	Manual	3.5	11,408	98,046	6,065	Low
X1	2,016	Africa	White	Electric	Manual	4.3	23,990	46,044	7,150	High
5 Series	2,018	Africa	Blue	Petrol	Automatic	4.6	102,233	84,055	3,285	Low
M5	2,012	Europe	White	Hybrid	Manual	3	41,953	66,502	9,653	High
i8	2,012	South America	Grey	Petrol	Manual	2.8	160,719	93,172	9,876	High
X6	2,011	North America	Red	Hybrid	Manual	3.9	193,616	72,449	1,980	Low
X3	2,010	North America	Black	Electric	Manual	4.2	193,929	117,304	9,200	High
i3	2,023	Middle East	Silver	Petrol	Manual	2.4	161,885	72,017	6,923	Low
5 Series	2,010	Europe	Grey	Petrol	Automatic	2.5	89,245	65,642	1,543	Low
X3	2,022	Asia	Black	Diesel	Manual	3.4	108,486	37,914	7,514	High
M5	2,012	Middle East	Blue	Hybrid	Manual	3.1	32,788	87,437	5,976	Low
X6	2,023	North America	Silver	Petrol	Manual	4	61,703	101,506	866	Low
i3	2,016	Asia	Black	Diesel	Automatic	3.3	102,559	88,888	6,728	Low
5 Series	2,024	South America	Grey	Petrol	Automatic	1.9	184,767	114,123	5,363	Low
7 Series	2,020	Middle East	Blue	Electric	Manual	2.1	74,711	33,594	4,552	Low
X3	2,018	Asia	Red	Hybrid	Automatic	4.7	136,619	40,255	324	Low
7 Series	2,023	Asia	Blue	Electric	Automatic	2.3	88,002	69,446	7,985	High
3 Series	2,011	Middle East	Grey	Hybrid	Automatic	1.7	5,943	52,690	495	Low
i8	2,016	Asia	Black	Diesel	Automatic	4.1	130,804	62,245	5,236	Low
M5	2,010	North America	Grey	Diesel	Manual	3.9	136,842	101,370	7,855	High
X6	2,011	Middle East	Silver	Hybrid	Automatic	3.6	194,139	55,623	3,871	Low
X6	2,015	South America	Grey	Petrol	Automatic	3.3	168,612	119,076	1,416	Low
7 Series	2,020	North America	Red	Hybrid	Automatic	4.9	151,175	61,764	4,233	Low
5 Series	2,014	South America	Blue	Petrol	Automatic	1.9	84,409	70,525	1,538	Low
X6	2,017	Middle East	Black	Diesel	Automatic	3.3	73,733	98,762	8,939	High
X3	2,021	South America	Blue	Electric	Manual	3.5	186,015	109,788	9,670	High
7 Series	2,020	North America	Red	Petrol	Manual	1.6	156,003	78,896	2,934	Low
M5	2,011	Middle East	Silver	Diesel	Automatic	2.9	131,474	82,762	2,689	Low
X6	2,010	Asia	Blue	Hybrid	Automatic	4.2	36,840	101,724	962	Low
3 Series	2,016	Europe	Blue	Petrol	Automatic	3.1	110,436	44,513	5,162	Low
i3	2,015	Middle East	Grey	Diesel	Manual	4.6	92,561	71,848	7,422	High
5 Series	2,017	South America	Grey	Electric	Manual	3.8	157,272	34,474	6,003	Low
X6	2,020	North America	Red	Petrol	Automatic	4.2	2,983	56,609	6,425	Low
X5	2,024	South America	White	Hybrid	Automatic	4.3	81,979	71,994	8,562	High
M5	2,024	North America	Grey	Electric	Manual	3.9	106,469	73,769	3,384	Low
7 Series	2,022	Africa	Grey	Petrol	Manual	4.1	170,151	45,598	1,779	Low
X6	2,023	North America	Blue	Electric	Automatic	3.9	163,792	116,858	9,745	High
7 Series	2,017	Asia	Red	Diesel	Automatic	3.4	74,305	42,228	4,709	Low
X3	2,011	Africa	Black	Hybrid	Automatic	3.5	157,333	42,932	3,899	Low
7 Series	2,023	North America	White	Electric	Automatic	2.2	187,428	67,133	9,807	High
M3	2,017	North America	Blue	Petrol	Manual	4.4	34,669	42,960	4,440	Low
M3	2,015	South America	Blue	Hybrid	Manual	2.6	66,835	53,959	7,932	High
X1	2,018	Africa	Red	Electric	Automatic	3.4	95,224	60,468	3,488	Low
M3	2,021	South America	Red	Petrol	Manual	2.4	103,563	115,545	4,438	Low
X5	2,016	Europe	Blue	Petrol	Manual	3.9	70,704	111,197	4,724	Low
i3	2,011	Asia	Silver	Diesel	Automatic	4.9	181,921	33,998	1,126	Low
X1	2,017	Middle East	Black	Petrol	Automatic	4.3	66,402	117,858	4,915	Low
3 Series	2,018	Middle East	Blue	Hybrid	Manual	3.7	107,878	58,322	1,323	Low
X5	2,016	Europe	White	Hybrid	Automatic	3.5	181,172	56,256	2,315	Low
X6	2,013	North America	Blue	Electric	Manual	3.2	16,449	111,980	8,285	High
X6	2,018	Europe	White	Petrol	Manual	2.2	165,147	114,555	4,803	Low
X3	2,013	Africa	Red	Hybrid	Automatic	2.7	165,559	42,011	7,053	High
M3	2,021	Middle East	Blue	Electric	Manual	2.9	141,322	58,067	1,495	Low
X1	2,013	South America	White	Petrol	Automatic	4.8	24,746	66,774	943	Low
X3	2,018	Africa	White	Hybrid	Manual	3	140,027	95,403	5,194	Low
X1	2,023	Asia	Grey	Diesel	Manual	3.6	147,631	61,245	1,477	Low
X6	2,017	South America	Black	Petrol	Manual	4.7	149,177	84,327	8,703	High
X1	2,013	Africa	Silver	Diesel	Automatic	3.3	68,280	31,774	6,203	Low
7 Series	2,023	Europe	Silver	Petrol	Manual	2.4	118,413	109,956	7,872	High
3 Series	2,017	Africa	Silver	Diesel	Manual	2.8	18,263	81,436	4,652	Low
X1	2,024	Middle East	Grey	Petrol	Manual	2.8	183,477	58,722	8,467	High
M5	2,017	North America	Grey	Hybrid	Automatic	4	176,769	43,886	6,370	Low
i8	2,016	North America	Black	Hybrid	Automatic	2.5	142,377	87,834	1,096	Low
X1	2,019	Asia	Black	Hybrid	Manual	4.1	154,359	113,925	4,392	Low
3 Series	2,022	Africa	Grey	Electric	Automatic	4.6	161,414	84,250	409	Low
i8	2,015	Asia	White	Hybrid	Manual	2.7	133,363	50,761	7,607	High
5 Series	2,017	Africa	Black	Diesel	Manual	2	101,000	102,692	4,704	Low
3 Series	2,016	Africa	White	Hybrid	Automatic	3.7	98,336	47,274	4,328	Low
X1	2,014	Africa	Blue	Diesel	Manual	2.8	97,114	106,670	6,697	Low

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