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	2,010	Europe	Red	Hybrid	Manual	3.2	75,168	83,780	2,133	Low
X1	2,024	Middle East	Black	Petrol	Manual	3.4	53,162	36,052	699	Low
7 Series	2,019	Middle East	Blue	Diesel	Automatic	3.9	27,550	112,657	1,423	Low
i8	2,019	Africa	Red	Petrol	Automatic	1.6	179,986	116,072	1,195	Low
M5	2,016	Middle East	Silver	Electric	Automatic	3.5	153,226	104,530	5,500	Low
3 Series	2,019	South America	Red	Petrol	Manual	1.5	88,563	97,900	5,485	Low
i8	2,022	North America	Grey	Electric	Automatic	2.4	45,604	61,584	724	Low
3 Series	2,015	Middle East	Red	Diesel	Automatic	3.2	167,758	85,242	2,850	Low
X6	2,015	Europe	Grey	Diesel	Automatic	4.7	79,804	50,931	8,251	High
X3	2,021	South America	Blue	Electric	Automatic	1.9	113,648	85,926	4,414	Low
X3	2,017	Asia	Black	Diesel	Automatic	2.1	129,765	104,496	6,616	Low
i8	2,017	South America	Grey	Electric	Manual	3.8	183,985	83,431	1,033	Low
5 Series	2,015	Africa	Blue	Electric	Automatic	2.8	137,905	72,759	3,146	Low
5 Series	2,012	North America	White	Electric	Manual	3.7	74,957	85,702	8,406	High
i8	2,014	Europe	Black	Hybrid	Manual	5	199,447	72,662	1,164	Low
X6	2,011	Middle East	Blue	Diesel	Manual	5	175,714	115,935	1,036	Low
X3	2,024	Europe	Grey	Petrol	Automatic	2.7	30,491	60,217	3,666	Low
5 Series	2,023	Africa	Black	Hybrid	Manual	3.3	52,023	117,409	9,959	High
5 Series	2,014	Africa	Silver	Petrol	Manual	4.7	84,560	47,704	9,891	High
X3	2,023	Asia	Black	Petrol	Manual	1.8	64,022	58,746	7,212	High
M5	2,018	Europe	Black	Electric	Manual	3.1	144,126	65,432	5,797	Low
M5	2,019	Europe	Blue	Hybrid	Automatic	2.8	85,920	72,145	7,659	High
X1	2,010	Africa	Black	Petrol	Automatic	2.5	31,551	37,825	5,202	Low
5 Series	2,019	Asia	Red	Petrol	Automatic	5	142,971	115,229	7,618	High
X1	2,014	Europe	Black	Diesel	Automatic	4.1	199,954	93,265	6,931	Low
M3	2,021	South America	Silver	Electric	Automatic	2.9	182,275	45,309	5,329	Low
X6	2,015	South America	Silver	Electric	Manual	4.4	124,126	60,956	2,002	Low
3 Series	2,023	Middle East	Silver	Hybrid	Manual	3.2	154,046	34,375	2,854	Low
X6	2,020	Africa	Grey	Hybrid	Manual	4.6	91,307	84,866	2,431	Low
X3	2,016	South America	Black	Electric	Automatic	2.4	25,975	88,564	4,227	Low
M5	2,018	North America	White	Petrol	Manual	2.3	146,550	116,263	6,031	Low
M3	2,015	Europe	Grey	Electric	Manual	2.4	86,164	94,657	2,455	Low
i8	2,014	Europe	Black	Hybrid	Manual	3.4	110,091	88,485	8,864	High
X6	2,021	Asia	White	Electric	Manual	2.5	93,382	103,490	8,013	High
X3	2,016	Middle East	Red	Hybrid	Automatic	2	187,686	74,680	703	Low
X6	2,022	Africa	Red	Hybrid	Automatic	5	150,346	104,918	2,895	Low
5 Series	2,010	South America	Black	Petrol	Automatic	4.7	188,960	33,130	2,913	Low
5 Series	2,020	Middle East	Black	Electric	Manual	3.7	53,205	66,248	3,918	Low
X3	2,023	South America	Blue	Hybrid	Automatic	4.6	76,231	72,581	8,520	High
i8	2,014	Asia	Red	Electric	Automatic	4.8	80,116	83,148	6,057	Low
M5	2,024	North America	Silver	Diesel	Automatic	3.9	88,858	80,152	6,234	Low
X6	2,011	Europe	Grey	Hybrid	Automatic	3.3	13,682	40,065	1,634	Low
5 Series	2,013	Europe	Red	Petrol	Automatic	4.6	70,363	74,638	1,731	Low
X3	2,016	North America	Silver	Petrol	Manual	3.5	86,486	67,033	8,701	High
M5	2,014	Europe	Silver	Diesel	Automatic	1.9	25,256	75,540	4,869	Low
3 Series	2,021	Middle East	Grey	Hybrid	Automatic	2.8	3,849	102,937	2,910	Low
3 Series	2,015	North America	Red	Hybrid	Manual	3.1	120,214	104,622	6,118	Low
M5	2,011	North America	Silver	Petrol	Automatic	4.8	30,496	95,320	4,709	Low
i3	2,012	North America	White	Diesel	Manual	3.8	193,945	30,737	6,032	Low
i3	2,016	Middle East	Black	Diesel	Manual	4.6	36,044	98,615	4,959	Low
7 Series	2,020	Middle East	Blue	Hybrid	Manual	4.2	180,894	50,751	6,732	Low
X6	2,011	North America	Red	Hybrid	Automatic	2.6	18,586	71,160	5,432	Low
X1	2,021	South America	Blue	Diesel	Manual	4	22,796	105,620	1,357	Low
X1	2,015	Middle East	Red	Diesel	Automatic	2.2	124,342	41,116	170	Low
3 Series	2,014	Europe	Red	Diesel	Automatic	2.9	19,001	56,139	6,682	Low
X1	2,019	Middle East	Black	Hybrid	Manual	4.3	35,580	45,815	1,820	Low
i8	2,010	Asia	Black	Diesel	Automatic	3.6	98,401	66,464	6,134	Low
X6	2,021	Asia	Silver	Petrol	Manual	4.4	182,214	61,682	837	Low
X1	2,020	Middle East	Black	Hybrid	Automatic	2.4	39,723	99,331	4,606	Low
i3	2,024	Europe	Red	Diesel	Automatic	4.1	185,547	63,005	7,733	High
i3	2,019	Asia	Silver	Hybrid	Automatic	2.2	15,748	97,017	4,064	Low
X5	2,020	Africa	Blue	Electric	Automatic	3.4	150,117	91,702	8,044	High
X6	2,013	Asia	Red	Petrol	Manual	3	120,837	68,251	3,441	Low
X5	2,020	Europe	Black	Hybrid	Automatic	3.4	82,265	37,394	9,177	High
M5	2,011	Africa	Red	Diesel	Automatic	2	90,002	74,717	6,731	Low
X5	2,013	Asia	Blue	Hybrid	Manual	2.8	47,566	45,923	9,832	High
5 Series	2,010	South America	Red	Petrol	Manual	3.8	87,304	91,175	6,253	Low
X1	2,011	Africa	White	Hybrid	Manual	3.5	134,220	96,798	9,454	High
7 Series	2,022	South America	Silver	Petrol	Automatic	3.4	100,257	54,918	293	Low
M3	2,017	Europe	Black	Hybrid	Manual	3.3	70,334	35,345	2,000	Low
X3	2,015	Middle East	White	Diesel	Manual	4.8	199,393	102,672	9,433	High
X3	2,011	Europe	Black	Hybrid	Manual	4.8	24,284	109,198	9,720	High
i8	2,021	Europe	Grey	Hybrid	Automatic	2.8	123,366	83,773	4,012	Low
3 Series	2,024	Africa	Red	Diesel	Manual	2.7	193,050	110,056	3,667	Low
X5	2,015	South America	Grey	Petrol	Manual	3.4	112,429	49,410	7,629	High
X5	2,019	Europe	Grey	Petrol	Manual	1.8	159,660	118,315	8,704	High
i3	2,018	North America	Red	Petrol	Automatic	2.6	156,555	91,109	4,443	Low
i3	2,016	North America	Red	Electric	Manual	2.3	125,734	56,561	8,693	High
X5	2,018	South America	Silver	Electric	Automatic	2.3	72,577	53,137	5,873	Low
3 Series	2,014	Middle East	Black	Petrol	Manual	3.7	70,574	106,980	8,670	High
7 Series	2,016	Middle East	Blue	Electric	Automatic	2.8	148,579	114,111	1,953	Low
M5	2,020	Africa	Silver	Electric	Manual	2.1	29,567	98,075	8,096	High
i3	2,024	Europe	Silver	Hybrid	Manual	4.6	42,292	115,191	2,389	Low
X6	2,023	North America	White	Hybrid	Manual	4.6	73,809	111,678	367	Low
7 Series	2,016	Asia	Blue	Diesel	Automatic	4.5	112,119	37,946	5,007	Low
M3	2,021	Asia	Red	Diesel	Automatic	2.9	93,189	99,210	8,838	High
X3	2,021	Africa	Black	Petrol	Automatic	1.7	11,997	65,128	313	Low
X3	2,012	Middle East	Red	Electric	Manual	1.9	6,612	31,880	5,764	Low
3 Series	2,016	North America	Red	Petrol	Manual	2.5	148,407	115,772	9,742	High
i8	2,010	Europe	Silver	Electric	Manual	2.3	23,061	44,514	7,289	High
3 Series	2,018	Middle East	Silver	Electric	Automatic	4.6	82,040	55,300	4,649	Low
i3	2,019	Europe	Black	Diesel	Manual	5	19,082	99,821	4,129	Low
i8	2,022	Asia	Silver	Petrol	Automatic	4.4	149,094	77,111	209	Low
X1	2,015	Africa	Grey	Electric	Automatic	4.1	55,847	90,563	7,766	High
X1	2,014	Europe	White	Electric	Manual	3.6	89,897	41,391	2,126	Low
X1	2,016	Middle East	Silver	Electric	Automatic	4.2	24,390	119,700	4,138	Low
i8	2,014	Africa	Blue	Electric	Manual	4.8	178,718	44,047	2,892	Low
M5	2,019	Europe	Blue	Electric	Automatic	3.6	25,925	74,317	3,975	Low
M5	2,014	Europe	Black	Diesel	Automatic	2	88,153	45,801	2,896	Low
3 Series	2,020	Middle East	Red	Petrol	Manual	2.1	122,824	106,594	7,198	High

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