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	2,021	Africa	Silver	Diesel	Manual	3.7	31,558	80,887	2,267	Low
X5	2,021	Middle East	Grey	Hybrid	Automatic	3.9	32,132	117,653	7,421	High
3 Series	2,013	North America	Blue	Petrol	Automatic	2.1	58,369	104,073	7,764	High
X1	2,010	Asia	Red	Electric	Manual	2.5	117,112	41,137	7,331	High
M3	2,023	Asia	Grey	Electric	Manual	2.4	120,012	60,179	8,268	High
7 Series	2,023	North America	Blue	Petrol	Automatic	3.5	165,836	73,519	5,819	Low
X5	2,012	South America	Silver	Hybrid	Automatic	1.8	27,950	42,426	462	Low
X3	2,022	Asia	Blue	Petrol	Automatic	3.3	128,608	35,527	1,972	Low
3 Series	2,021	Middle East	Blue	Diesel	Manual	1.8	96,365	54,452	522	Low
7 Series	2,013	Middle East	Silver	Diesel	Manual	2.7	172,832	64,815	9,951	High
i3	2,011	Asia	Silver	Petrol	Manual	3.9	36,014	109,895	8,217	High
3 Series	2,021	Asia	Blue	Petrol	Manual	2.9	45,007	100,736	2,180	Low
i8	2,011	Europe	White	Electric	Automatic	2.5	101,639	99,291	4,129	Low
X5	2,011	Africa	White	Hybrid	Automatic	3.7	81,206	51,312	3,528	Low
7 Series	2,020	South America	Grey	Diesel	Manual	4.1	143,467	57,639	2,221	Low
3 Series	2,010	Africa	White	Diesel	Manual	2.4	164,655	58,299	1,804	Low
3 Series	2,019	Asia	Black	Electric	Automatic	2.5	102,383	81,429	1,405	Low
3 Series	2,011	Middle East	Grey	Diesel	Manual	3.7	6,795	115,940	3,322	Low
3 Series	2,015	Europe	Grey	Electric	Manual	4.9	79,679	118,299	7,096	High
X3	2,012	Europe	Silver	Diesel	Automatic	2.2	43,179	99,155	8,573	High
3 Series	2,019	Europe	Blue	Diesel	Manual	3.8	543	113,970	334	Low
3 Series	2,014	Asia	Blue	Diesel	Manual	4.7	37,547	101,463	5,039	Low
7 Series	2,010	Asia	Silver	Petrol	Automatic	3.1	87,110	119,978	3,511	Low
7 Series	2,017	Asia	Red	Hybrid	Manual	2.6	144,506	33,140	3,790	Low
M5	2,022	Europe	Grey	Diesel	Manual	3.8	132,542	100,431	6,638	Low
M5	2,013	Europe	Grey	Electric	Automatic	1.6	94,839	59,456	709	Low
i3	2,018	Europe	White	Petrol	Automatic	2.8	145,912	91,664	1,003	Low
M5	2,013	Asia	Red	Petrol	Manual	2.4	97,704	81,638	9,862	High
X1	2,023	North America	Grey	Petrol	Manual	2.3	118,264	31,079	9,987	High
M5	2,024	North America	Black	Electric	Manual	2.1	195,910	106,079	3,254	Low
X1	2,024	Middle East	White	Electric	Manual	4.1	81,442	68,786	9,131	High
i8	2,024	Europe	Silver	Hybrid	Manual	4.8	128,441	99,655	7,927	High
M3	2,011	Middle East	White	Diesel	Automatic	2.8	74,757	51,610	4,531	Low
X3	2,012	Middle East	Red	Diesel	Manual	1.7	193,761	61,385	3,894	Low
3 Series	2,014	Asia	Red	Diesel	Automatic	4	126,595	61,946	6,425	Low
M3	2,021	Asia	Silver	Hybrid	Automatic	3.4	102,945	49,274	5,751	Low
5 Series	2,019	Asia	Grey	Electric	Manual	4	134,690	37,933	1,462	Low
7 Series	2,024	Middle East	Grey	Diesel	Automatic	3.8	75,462	46,187	5,395	Low
i8	2,022	South America	Black	Diesel	Automatic	4.7	89,447	115,701	4,589	Low
3 Series	2,022	Europe	Silver	Hybrid	Manual	2	54,624	117,792	6,197	Low
M3	2,023	North America	Silver	Electric	Manual	2.1	175,559	32,754	5,247	Low
M5	2,015	South America	White	Petrol	Automatic	2.7	153,466	86,227	2,890	Low
5 Series	2,016	North America	Silver	Electric	Manual	3.2	146,935	48,915	7,461	High
i8	2,013	North America	White	Hybrid	Manual	4.7	147,394	51,710	4,702	Low
5 Series	2,016	South America	Silver	Diesel	Automatic	4.7	190,344	109,857	6,207	Low
X6	2,024	South America	Grey	Petrol	Automatic	4.6	37,916	104,144	5,770	Low
M3	2,019	Asia	Blue	Diesel	Automatic	2.3	73,906	105,780	2,418	Low
X5	2,012	Europe	Red	Diesel	Manual	4.1	10,871	32,162	1,230	Low
X1	2,016	Europe	Grey	Electric	Manual	2.8	88,081	99,634	8,585	High
M5	2,013	Africa	White	Electric	Automatic	4.8	165,587	53,530	6,625	Low
i3	2,022	South America	Red	Hybrid	Manual	2.3	183,059	85,070	2,356	Low
5 Series	2,022	Africa	Black	Petrol	Manual	2	198,078	116,171	3,144	Low
M3	2,017	South America	Silver	Petrol	Automatic	4.4	90,837	56,164	569	Low
X3	2,018	Middle East	Grey	Diesel	Automatic	4	155,449	46,060	8,332	High
3 Series	2,016	Middle East	White	Electric	Automatic	4.4	1,838	38,263	3,162	Low
X3	2,017	North America	Blue	Hybrid	Manual	2.1	95,253	82,895	5,039	Low
5 Series	2,017	Europe	White	Electric	Manual	4.6	98,741	57,190	8,095	High
M5	2,011	South America	Black	Diesel	Automatic	3.9	43,435	88,894	444	Low
X6	2,018	Asia	White	Electric	Automatic	3.8	6,824	51,582	2,974	Low
i8	2,015	Middle East	Blue	Hybrid	Automatic	3.5	189,706	85,015	4,634	Low
X1	2,020	Asia	Silver	Hybrid	Automatic	4.2	179,411	42,223	6,218	Low
X1	2,013	North America	Silver	Hybrid	Automatic	3	172,505	115,284	7,198	High
X1	2,024	Middle East	White	Electric	Automatic	2	57,646	78,487	5,323	Low
M5	2,014	South America	Blue	Hybrid	Manual	3.4	78,865	84,570	6,177	Low
M3	2,019	Europe	Silver	Hybrid	Automatic	4.1	135,515	61,669	9,245	High
X1	2,014	North America	White	Petrol	Automatic	2	183,819	34,998	5,891	Low
3 Series	2,016	North America	Silver	Hybrid	Manual	2.3	162,680	106,504	2,261	Low
M5	2,023	Middle East	Grey	Diesel	Automatic	3.9	195,075	103,773	9,796	High
i8	2,018	Middle East	Silver	Petrol	Manual	2.4	40,649	80,126	2,336	Low
i3	2,016	Europe	Grey	Petrol	Manual	2.1	96,040	115,705	2,184	Low
M5	2,018	Asia	Black	Petrol	Automatic	4.6	153,248	72,905	7,448	High
i8	2,013	Middle East	White	Petrol	Manual	2.1	64,427	64,708	9,148	High
M3	2,019	Europe	White	Diesel	Automatic	2.7	95,290	73,579	9,592	High
X5	2,023	North America	Red	Petrol	Manual	3	149,441	78,828	6,301	Low
M3	2,019	North America	White	Petrol	Automatic	3.2	108,270	103,737	6,894	Low
X1	2,013	Asia	Silver	Hybrid	Manual	2.8	81,150	60,666	8,506	High
M5	2,015	Europe	Blue	Hybrid	Automatic	4.7	53,069	37,598	7,480	High
i8	2,017	Asia	Silver	Petrol	Manual	3.8	26,651	70,019	3,466	Low
7 Series	2,023	Asia	Grey	Electric	Manual	2.8	56,682	102,801	3,140	Low
i3	2,018	Europe	Blue	Petrol	Manual	2.8	198,907	40,918	2,071	Low
3 Series	2,010	Asia	White	Petrol	Manual	3.3	138,336	90,051	1,749	Low
i3	2,010	Middle East	Silver	Petrol	Manual	1.6	94,551	115,233	9,740	High
X1	2,022	Asia	Red	Diesel	Manual	4.7	16,283	44,540	5,616	Low
X6	2,017	South America	White	Diesel	Automatic	2.3	83,354	94,411	8,528	High
5 Series	2,020	Asia	Grey	Petrol	Automatic	3.9	32,780	102,809	2,176	Low
X6	2,016	Africa	Silver	Hybrid	Manual	4.2	121,017	74,647	2,871	Low
X1	2,018	South America	White	Electric	Automatic	4.4	157,697	112,435	195	Low
7 Series	2,020	Europe	Black	Diesel	Automatic	2.1	58,747	108,049	4,383	Low
X5	2,012	Middle East	Black	Petrol	Automatic	3.4	189,788	61,727	1,475	Low
3 Series	2,019	South America	White	Diesel	Manual	1.8	7,568	78,161	9,950	High
X5	2,021	North America	White	Electric	Automatic	4.3	154,614	105,131	9,381	High
X5	2,014	Asia	Blue	Hybrid	Manual	3.2	86,459	98,562	9,636	High
7 Series	2,012	Middle East	Blue	Hybrid	Manual	2.1	909	30,409	6,987	Low
5 Series	2,024	South America	Red	Petrol	Manual	4	181,509	36,538	3,496	Low
i3	2,014	Africa	Red	Electric	Automatic	2.7	98,132	67,777	5,553	Low
i8	2,019	Asia	Grey	Hybrid	Automatic	1.9	110,766	45,773	3,693	Low
i3	2,010	Asia	White	Diesel	Automatic	3.1	128,199	108,353	6,986	Low
5 Series	2,023	Africa	Red	Hybrid	Automatic	2.3	94,157	72,169	1,536	Low
7 Series	2,020	South America	Black	Electric	Automatic	4.8	91,310	76,657	7,557	High
X1	2,013	North America	Grey	Hybrid	Manual	2.8	15,174	75,076	2,155	Low

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