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	2,024	Europe	Red	Diesel	Manual	4.2	132,585	33,850	7,301	High
M5	2,010	Asia	Blue	Electric	Automatic	1.6	79,426	50,568	9,946	High
X1	2,014	Asia	White	Petrol	Automatic	1.7	198,075	101,041	6,347	Low
M3	2,017	Europe	Blue	Diesel	Automatic	3.3	132,802	113,909	8,067	High
M3	2,015	Middle East	White	Diesel	Automatic	2.1	29,951	103,013	2,127	Low
X5	2,019	North America	Silver	Diesel	Manual	2.5	45,634	72,106	9,277	High
X3	2,018	North America	Grey	Electric	Manual	2.9	181,529	93,042	649	Low
M3	2,013	Middle East	Red	Electric	Automatic	3.3	457	81,944	5,865	Low
X3	2,019	South America	Grey	Petrol	Automatic	2.5	15,684	63,645	9,127	High
X3	2,018	Asia	White	Hybrid	Automatic	3.2	189,436	70,001	6,927	Low
i8	2,017	Middle East	White	Hybrid	Manual	2.8	160,057	65,287	5,512	Low
M3	2,012	Europe	White	Electric	Automatic	1.8	41,741	98,868	9,607	High
M3	2,023	Europe	Red	Electric	Automatic	4.5	192,777	99,764	1,875	Low
M5	2,015	Europe	Silver	Petrol	Manual	2.5	85,128	47,410	8,719	High
X6	2,013	Europe	Black	Hybrid	Automatic	3.6	81,637	44,270	3,186	Low
3 Series	2,010	Middle East	Black	Diesel	Automatic	3.5	181,962	78,546	9,745	High
i3	2,018	South America	Silver	Electric	Manual	2.2	144,834	61,905	528	Low
X1	2,013	North America	Black	Electric	Manual	1.6	108,645	48,817	5,732	Low
X1	2,020	Middle East	Black	Hybrid	Automatic	4.5	165,669	57,327	3,430	Low
5 Series	2,023	Asia	Silver	Hybrid	Automatic	3.2	119,590	59,745	1,955	Low
X1	2,014	Europe	Blue	Hybrid	Manual	3	182,826	64,988	1,650	Low
5 Series	2,012	Europe	Red	Diesel	Manual	4.2	34,765	96,027	815	Low
X3	2,013	Africa	Grey	Petrol	Manual	1.6	54,338	106,840	4,203	Low
i3	2,022	South America	Black	Petrol	Manual	4.2	58,629	109,510	2,641	Low
X1	2,018	South America	Grey	Diesel	Manual	2.9	150,505	47,872	3,517	Low
X6	2,024	North America	Grey	Electric	Automatic	3.4	135,183	42,438	5,722	Low
5 Series	2,016	Asia	Black	Petrol	Manual	4.1	48,427	49,316	3,645	Low
M5	2,017	North America	Black	Electric	Manual	3.4	146,553	107,547	7,314	High
7 Series	2,012	Africa	Silver	Hybrid	Automatic	1.7	109,951	39,194	9,826	High
7 Series	2,024	Europe	Blue	Diesel	Automatic	4.1	122,096	107,836	2,277	Low
M5	2,012	South America	Black	Diesel	Manual	4.3	178,133	109,694	5,035	Low
7 Series	2,024	North America	Red	Electric	Manual	3.1	1,079	79,734	1,686	Low
7 Series	2,023	South America	Blue	Diesel	Automatic	3	97,226	41,736	8,278	High
3 Series	2,016	North America	Grey	Petrol	Manual	2.4	90,212	110,803	1,193	Low
i3	2,017	Asia	Red	Diesel	Manual	3.8	187,306	94,713	8,513	High
M5	2,023	South America	Red	Diesel	Automatic	4.6	139,962	83,231	6,441	Low
X6	2,014	North America	Black	Electric	Manual	3.8	26,834	40,263	8,717	High
7 Series	2,010	Middle East	Red	Hybrid	Manual	4.2	195,444	119,315	6,942	Low
X5	2,012	North America	Blue	Hybrid	Automatic	4.4	143,183	81,068	5,024	Low
M5	2,014	Africa	Black	Hybrid	Automatic	2.3	48,711	32,060	1,109	Low
X1	2,012	Europe	Grey	Electric	Manual	2.9	199,773	85,815	2,384	Low
i3	2,024	Europe	Red	Electric	Manual	3	167,351	106,258	2,172	Low
3 Series	2,023	Africa	Black	Diesel	Manual	3.5	158,471	104,549	3,421	Low
7 Series	2,010	South America	Grey	Diesel	Manual	1.7	123,380	54,254	7,231	High
X5	2,016	Asia	Silver	Hybrid	Automatic	3.6	89,700	39,249	3,831	Low
7 Series	2,010	Middle East	White	Electric	Manual	1.8	148,365	35,399	726	Low
X1	2,019	Europe	Red	Hybrid	Automatic	4.3	197,347	37,347	5,651	Low
7 Series	2,022	Europe	White	Electric	Automatic	4.9	66,403	51,604	1,792	Low
X5	2,015	North America	Silver	Diesel	Automatic	2.5	121,318	80,314	4,732	Low
7 Series	2,015	North America	Grey	Diesel	Automatic	3.3	144,523	69,331	1,876	Low
5 Series	2,023	Asia	Black	Diesel	Manual	4.4	42,764	94,453	4,025	Low
X1	2,016	Asia	Silver	Hybrid	Automatic	2.6	129,485	68,106	8,936	High
i3	2,021	Europe	Blue	Electric	Automatic	2.1	99,499	63,078	1,817	Low
i3	2,020	Europe	Black	Electric	Manual	4.1	108,218	33,297	7,644	High
5 Series	2,010	Africa	White	Hybrid	Automatic	3.9	179,863	50,192	1,522	Low
M5	2,020	North America	Grey	Hybrid	Manual	3.5	79,524	78,755	7,747	High
X3	2,012	Africa	White	Diesel	Automatic	4.8	164,522	33,252	2,727	Low
3 Series	2,021	South America	Silver	Hybrid	Manual	4.8	125,551	31,150	2,325	Low
X3	2,018	Europe	Silver	Electric	Automatic	4.5	197,464	82,593	9,673	High
X5	2,011	North America	Blue	Hybrid	Automatic	2.5	136,455	50,813	9,409	High
X3	2,023	Europe	Red	Electric	Manual	2.3	58,316	79,761	2,880	Low
X6	2,014	Asia	White	Diesel	Automatic	4.4	173,634	31,992	8,952	High
X5	2,012	South America	Blue	Petrol	Manual	3.8	123,592	98,217	9,495	High
X6	2,021	Middle East	Red	Petrol	Manual	2.9	98,727	115,666	9,278	High
i8	2,021	Africa	Silver	Diesel	Automatic	2.9	199,753	91,406	4,654	Low
3 Series	2,022	South America	Blue	Hybrid	Automatic	4.5	178,670	53,885	6,677	Low
X5	2,014	South America	Black	Petrol	Automatic	2.1	10,331	105,982	4,670	Low
3 Series	2,016	Middle East	Blue	Diesel	Automatic	4.8	73,105	109,457	4,396	Low
X5	2,010	Europe	Grey	Diesel	Automatic	3.7	23,249	77,288	1,196	Low
M3	2,012	Asia	Black	Electric	Manual	4.3	39,656	115,056	4,148	Low
5 Series	2,020	Africa	Red	Diesel	Automatic	2.8	231	35,170	1,084	Low
X6	2,022	Africa	Silver	Hybrid	Manual	3.6	2,183	76,599	6,215	Low
X1	2,015	Africa	Black	Hybrid	Automatic	4.1	16,570	98,186	9,718	High
X5	2,016	Africa	Grey	Hybrid	Manual	3	75,811	65,770	9,501	High
X1	2,019	Middle East	White	Petrol	Automatic	3.2	151,391	105,457	5,595	Low
X3	2,012	Asia	Silver	Petrol	Automatic	3.5	125,420	93,404	3,081	Low
7 Series	2,013	Middle East	White	Hybrid	Automatic	1.7	112,898	115,110	1,063	Low
i3	2,015	Europe	Grey	Petrol	Automatic	4.5	143,959	30,867	9,170	High
i3	2,014	Europe	Red	Electric	Automatic	4.5	39,634	35,605	5,716	Low
7 Series	2,020	Europe	Grey	Diesel	Manual	2.5	102,966	70,756	8,484	High
3 Series	2,018	Europe	Blue	Diesel	Automatic	4.6	145,685	58,528	9,442	High
7 Series	2,022	Asia	White	Petrol	Automatic	4.1	110,192	83,868	9,064	High
i3	2,021	Middle East	Grey	Hybrid	Manual	3.2	175,614	110,134	4,328	Low
i8	2,010	Asia	Red	Hybrid	Manual	2.7	81,740	64,864	2,771	Low
5 Series	2,024	Asia	Grey	Electric	Automatic	2.9	106,891	101,846	8,982	High
X5	2,022	Africa	Grey	Petrol	Manual	3.4	130,011	50,107	3,465	Low
3 Series	2,014	South America	Grey	Electric	Automatic	2.9	84,423	51,767	7,909	High
i3	2,020	Africa	Grey	Electric	Automatic	3	17,928	78,331	9,561	High
i8	2,010	Middle East	Grey	Electric	Manual	2.2	121,294	94,071	3,937	Low
X5	2,017	North America	Silver	Electric	Automatic	4	80,835	55,261	4,444	Low
5 Series	2,016	Africa	Black	Hybrid	Automatic	3.6	171,391	81,361	4,037	Low
5 Series	2,014	Asia	Blue	Diesel	Manual	5	40,364	90,763	2,834	Low
7 Series	2,015	Middle East	Silver	Hybrid	Manual	2	194,167	41,990	9,121	High
5 Series	2,013	North America	Blue	Petrol	Automatic	1.9	165,823	42,795	7,586	High
i8	2,018	Middle East	Silver	Petrol	Manual	3.3	52,822	85,755	2,599	Low
i8	2,023	Africa	Black	Diesel	Automatic	2	156,046	43,021	2,007	Low
X6	2,012	Africa	Grey	Diesel	Manual	3.6	51,485	57,888	1,593	Low
X5	2,011	South America	Silver	Petrol	Automatic	2.2	191,258	70,084	8,235	High
M5	2,016	Africa	Red	Petrol	Manual	3.2	143,585	37,945	7,766	High
X6	2,022	Europe	Black	Hybrid	Manual	3.6	193,760	78,393	8,644	High

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