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
X1	2,010	Asia	Red	Hybrid	Automatic	2.8	156,199	100,076	2,701	Low
M5	2,011	Middle East	Grey	Diesel	Manual	4	148,845	56,115	5,274	Low
X3	2,015	South America	Red	Hybrid	Manual	1.6	64,258	75,751	6,419	Low
i3	2,023	South America	Red	Petrol	Manual	4.4	86,368	44,480	4,867	Low
M3	2,013	Middle East	Red	Hybrid	Manual	3	42,737	43,644	1,602	Low
3 Series	2,016	Middle East	Blue	Hybrid	Manual	3.1	57,420	59,025	571	Low
5 Series	2,024	North America	Blue	Hybrid	Automatic	2.1	109,323	59,410	4,491	Low
M3	2,011	Europe	White	Hybrid	Manual	4.8	5,284	110,331	8,511	High
i8	2,022	South America	Red	Petrol	Manual	2.9	44,678	66,849	2,073	Low
i8	2,021	Asia	Grey	Petrol	Manual	4.4	173,736	66,628	1,912	Low
X6	2,011	Africa	Silver	Electric	Automatic	2.3	25,987	104,977	2,281	Low
X3	2,021	Europe	Silver	Electric	Manual	1.8	70,102	90,068	8,486	High
7 Series	2,015	Europe	Red	Hybrid	Manual	3.7	196,355	119,679	3,847	Low
X1	2,017	North America	Silver	Diesel	Automatic	4.9	12,965	30,553	6,575	Low
X5	2,022	South America	White	Hybrid	Manual	3.8	196,490	34,571	7,985	High
i8	2,010	North America	Blue	Petrol	Automatic	3.6	99,676	74,020	9,212	High
7 Series	2,014	Middle East	Grey	Hybrid	Automatic	3	27,740	54,389	3,528	Low
M5	2,010	Middle East	Grey	Electric	Manual	2.5	11,428	58,275	6,181	Low
7 Series	2,024	South America	Grey	Electric	Automatic	3	62,393	108,503	9,817	High
X5	2,020	South America	White	Hybrid	Manual	2	153,503	55,045	3,595	Low
i8	2,015	Middle East	Black	Hybrid	Automatic	2.4	43,385	74,715	4,849	Low
3 Series	2,016	North America	Silver	Electric	Manual	3.2	143,181	32,796	6,008	Low
i3	2,015	North America	Black	Electric	Automatic	2	145,265	110,585	4,425	Low
X6	2,023	Europe	White	Diesel	Automatic	4.3	12,247	108,287	6,392	Low
M5	2,022	Middle East	White	Diesel	Manual	1.5	151,004	90,081	522	Low
5 Series	2,018	Middle East	Black	Diesel	Manual	2.6	113,851	89,176	9,883	High
7 Series	2,012	North America	Silver	Petrol	Automatic	3.3	49,344	79,592	5,539	Low
X6	2,017	Africa	Grey	Diesel	Manual	4.8	3,337	80,267	1,964	Low
X6	2,012	Africa	White	Hybrid	Manual	3.5	197,906	83,579	5,928	Low
X5	2,020	Middle East	White	Electric	Automatic	2.5	188,454	32,059	2,059	Low
3 Series	2,024	Africa	Red	Hybrid	Automatic	2.7	71,340	111,432	8,829	High
5 Series	2,021	Europe	Black	Electric	Automatic	2.7	177,327	111,100	1,709	Low
M3	2,022	Europe	Silver	Diesel	Automatic	2.1	121,233	84,255	570	Low
5 Series	2,022	North America	Grey	Petrol	Manual	2	193,270	47,703	8,691	High
X5	2,016	Africa	White	Electric	Automatic	3.2	155,877	51,921	5,502	Low
M3	2,023	North America	Silver	Diesel	Automatic	2.4	92,998	63,644	9,510	High
X5	2,022	Asia	Black	Hybrid	Manual	1.8	143,319	89,227	4,496	Low
X5	2,014	Middle East	White	Petrol	Automatic	2.3	42,069	35,335	3,883	Low
X3	2,021	South America	Blue	Electric	Manual	3.3	11,023	108,625	5,439	Low
M5	2,022	Africa	Silver	Hybrid	Automatic	2.4	63,621	64,339	5,386	Low
i3	2,010	Africa	White	Hybrid	Automatic	2.3	92,522	67,231	2,148	Low
i8	2,024	Europe	Silver	Electric	Automatic	3.7	177,606	56,433	6,640	Low
X1	2,020	Asia	Grey	Electric	Automatic	3.9	107,729	55,836	9,620	High
X1	2,021	North America	Red	Electric	Manual	2.3	51,810	56,544	4,941	Low
i3	2,013	North America	Blue	Electric	Automatic	3.2	122,233	118,140	3,899	Low
i8	2,023	Middle East	White	Diesel	Manual	4.2	132,272	69,712	7,250	High
i3	2,022	Middle East	Black	Petrol	Automatic	3.9	85,629	79,315	9,117	High
M5	2,020	Middle East	Grey	Diesel	Automatic	1.7	24,978	31,132	6,806	Low
M5	2,024	Middle East	Silver	Hybrid	Manual	2.8	127,680	30,098	7,798	High
X1	2,018	North America	Silver	Hybrid	Manual	4	160,892	58,845	6,805	Low
5 Series	2,024	Africa	Black	Petrol	Automatic	2.1	54,558	62,493	2,863	Low
X5	2,017	South America	Grey	Hybrid	Manual	2.2	56,461	81,007	6,381	Low
7 Series	2,012	North America	White	Petrol	Manual	3.7	144,925	31,258	7,425	High
5 Series	2,024	South America	White	Electric	Manual	2.5	52,062	88,572	9,999	High
M5	2,011	South America	White	Petrol	Automatic	2.6	121,650	93,023	1,061	Low
3 Series	2,020	South America	Silver	Diesel	Manual	3.3	66,207	99,141	8,717	High
i8	2,018	Asia	Blue	Petrol	Automatic	4.1	146,163	101,384	6,908	Low
X6	2,010	North America	Red	Diesel	Manual	3.2	70,672	52,909	251	Low
M3	2,018	North America	Blue	Diesel	Manual	4.6	142,299	108,218	7,610	High
i8	2,021	Middle East	Black	Petrol	Manual	1.9	50,785	56,493	9,278	High
i8	2,016	Asia	Black	Petrol	Manual	4.1	120,125	41,264	8,031	High
i8	2,021	South America	Silver	Electric	Manual	3.4	18,108	49,945	2,906	Low
7 Series	2,011	North America	Silver	Diesel	Manual	4.4	10,117	116,803	475	Low
7 Series	2,020	Middle East	Blue	Petrol	Automatic	2.6	50,159	105,625	4,478	Low
M3	2,014	Asia	Black	Diesel	Automatic	3.2	14,684	87,733	8,511	High
X5	2,023	Europe	Grey	Hybrid	Automatic	4.4	68,616	69,887	3,303	Low
X3	2,011	North America	Red	Petrol	Automatic	4.4	61,854	48,324	9,275	High
X1	2,024	Europe	Blue	Petrol	Manual	2.8	46,138	50,041	6,649	Low
7 Series	2,014	Africa	Black	Diesel	Manual	4.4	33,608	117,404	4,301	Low
7 Series	2,016	Asia	Blue	Electric	Manual	3.9	121,974	94,560	4,634	Low
X1	2,014	Europe	Silver	Hybrid	Manual	2.9	93,577	101,533	8,301	High
i3	2,011	Asia	Silver	Hybrid	Manual	4.9	13,669	116,094	1,820	Low
X3	2,020	Europe	Blue	Hybrid	Automatic	1.6	152,992	76,898	5,547	Low
X1	2,023	Asia	Silver	Hybrid	Manual	2.8	95,234	64,671	6,529	Low
7 Series	2,014	Middle East	White	Hybrid	Automatic	2.6	149,724	92,761	264	Low
i3	2,021	Europe	Blue	Hybrid	Automatic	4.8	178,996	119,412	2,749	Low
X6	2,021	South America	Red	Diesel	Automatic	1.8	4,987	77,913	7,542	High
7 Series	2,019	South America	Red	Hybrid	Manual	3.7	157,389	44,314	8,999	High
M5	2,023	Europe	Silver	Diesel	Manual	4	82,190	50,811	6,746	Low
X1	2,015	Asia	Silver	Diesel	Automatic	2.1	59,890	65,356	2,152	Low
X3	2,024	Africa	Blue	Electric	Automatic	2	196,233	116,308	8,258	High
X5	2,014	Asia	Silver	Petrol	Automatic	1.7	143,311	45,211	2,620	Low
7 Series	2,011	South America	White	Electric	Manual	2.1	82,912	57,001	1,815	Low
X6	2,015	North America	Silver	Petrol	Automatic	4.3	52,315	88,778	9,872	High
5 Series	2,015	Africa	Red	Diesel	Automatic	4.8	49,130	73,373	4,538	Low
5 Series	2,021	Asia	Black	Electric	Manual	4.7	195,863	77,381	204	Low
i3	2,011	Asia	Grey	Diesel	Automatic	2.8	62,926	117,621	2,824	Low
7 Series	2,022	Middle East	Blue	Petrol	Manual	4	166,668	62,146	6,008	Low
3 Series	2,022	Asia	White	Petrol	Manual	4.4	99,026	51,999	4,373	Low
i3	2,013	Asia	Red	Petrol	Automatic	4.3	28,938	108,951	7,703	High
i3	2,016	Middle East	Blue	Hybrid	Manual	1.7	96,396	51,593	5,990	Low
X5	2,010	Africa	Silver	Hybrid	Automatic	2.3	15,034	109,825	5,455	Low
X3	2,010	Europe	Black	Hybrid	Automatic	4.8	93,877	73,516	1,457	Low
7 Series	2,023	Europe	Black	Petrol	Automatic	4.1	22,873	31,256	7,892	High
3 Series	2,020	Europe	Red	Electric	Automatic	4.4	111,290	77,460	2,081	Low
X6	2,021	Asia	Blue	Petrol	Manual	3.3	68,457	72,717	5,237	Low
X6	2,020	Middle East	Silver	Diesel	Manual	2.9	28,048	104,051	676	Low
5 Series	2,015	North America	Black	Hybrid	Automatic	3.8	2,544	68,191	6,220	Low
X5	2,016	North America	Silver	Diesel	Manual	3.2	167,052	31,169	9,059	High
7 Series	2,021	Africa	Silver	Electric	Automatic	2.8	157,836	40,651	2,052	Low

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