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
M5	2,021	Asia	White	Diesel	Manual	4.6	163,911	77,967	2,137	Low
3 Series	2,010	Europe	Red	Electric	Manual	2.9	65,339	30,250	4,612	Low
i3	2,010	Europe	White	Petrol	Automatic	1.5	39,260	53,452	6,302	Low
X5	2,016	South America	Grey	Hybrid	Manual	2.2	198,065	76,522	9,844	High
i8	2,011	Europe	Grey	Petrol	Manual	4.7	183,352	36,440	144	Low
5 Series	2,016	South America	White	Hybrid	Manual	4.6	187,588	100,532	7,284	High
7 Series	2,021	Africa	Black	Hybrid	Automatic	3.1	29,581	72,726	9,469	High
X3	2,024	North America	Black	Hybrid	Manual	2.6	170,519	84,441	9,549	High
5 Series	2,016	Asia	Blue	Electric	Automatic	2.6	78,601	98,236	8,844	High
7 Series	2,024	South America	White	Electric	Manual	4.6	17,092	107,940	8,660	High
i8	2,019	Middle East	Red	Electric	Manual	2.6	141,868	103,629	5,863	Low
X6	2,023	Middle East	Blue	Diesel	Automatic	3.3	176,309	74,441	8,364	High
3 Series	2,018	Africa	Grey	Diesel	Automatic	4.1	46,827	78,772	4,571	Low
X5	2,022	North America	Blue	Petrol	Automatic	2.2	109,169	51,343	9,967	High
5 Series	2,016	South America	Blue	Diesel	Automatic	2.4	66,826	93,742	5,215	Low
M3	2,022	Middle East	Blue	Petrol	Manual	2.8	123,104	75,481	2,612	Low
i8	2,023	Africa	White	Hybrid	Automatic	3.8	167,745	103,404	5,681	Low
M3	2,010	Europe	Grey	Petrol	Automatic	4.4	168,684	118,593	7,466	High
7 Series	2,021	Africa	Red	Diesel	Automatic	3.4	99,240	61,616	2,942	Low
3 Series	2,022	Europe	Blue	Electric	Automatic	2	158,006	84,318	6,793	Low
X1	2,017	North America	Silver	Petrol	Manual	3.1	120,879	98,065	2,982	Low
X6	2,017	Asia	Red	Petrol	Manual	1.9	28,660	46,594	7,744	High
M5	2,013	South America	Silver	Electric	Automatic	1.8	101,544	116,191	9,971	High
7 Series	2,022	South America	Blue	Electric	Manual	3.6	27,095	85,099	8,389	High
X3	2,017	North America	Red	Petrol	Manual	4.8	190,009	47,417	1,014	Low
X1	2,013	Middle East	Grey	Diesel	Manual	4.4	28,070	85,220	9,822	High
i8	2,024	Europe	Grey	Hybrid	Manual	4.2	174,292	31,984	7,245	High
X6	2,017	North America	Silver	Electric	Automatic	4	123,463	119,734	4,278	Low
i8	2,014	Europe	Silver	Petrol	Manual	4.6	47,497	52,718	293	Low
7 Series	2,013	Africa	Red	Petrol	Manual	4.1	82,506	75,768	8,378	High
M5	2,015	Asia	Silver	Petrol	Manual	3.7	94,708	59,640	1,974	Low
X1	2,011	North America	Grey	Hybrid	Manual	2.8	65,613	97,656	3,000	Low
X1	2,021	Middle East	Black	Electric	Automatic	1.9	13,892	52,465	3,179	Low
X5	2,011	Middle East	White	Diesel	Manual	3.1	16,895	69,811	601	Low
M3	2,011	South America	White	Diesel	Automatic	4.7	167,023	100,717	8,968	High
7 Series	2,018	Middle East	White	Diesel	Manual	3.5	60,184	66,902	9,579	High
i8	2,024	North America	Grey	Hybrid	Automatic	2.1	50,713	51,216	8,933	High
i3	2,023	Asia	Blue	Electric	Manual	3.8	174,629	71,918	2,953	Low
X3	2,019	South America	Grey	Hybrid	Automatic	3.1	83,499	67,584	7,016	High
i8	2,012	Africa	Grey	Diesel	Automatic	4.8	160,556	101,076	5,235	Low
M5	2,024	Middle East	Red	Electric	Manual	2.1	37,729	113,082	8,161	High
X5	2,019	Asia	White	Petrol	Automatic	4	64,477	70,905	8,041	High
X5	2,013	Asia	Blue	Petrol	Automatic	3.9	34,163	107,672	3,192	Low
X3	2,019	North America	Blue	Diesel	Automatic	4.9	108,019	109,909	8,207	High
X3	2,021	Africa	Grey	Diesel	Automatic	3.5	183,348	66,930	8,007	High
i3	2,017	North America	Grey	Petrol	Automatic	4.6	40,611	103,170	1,666	Low
X5	2,013	Asia	White	Diesel	Automatic	1.6	197,344	64,855	9,086	High
M5	2,020	South America	Black	Hybrid	Manual	1.9	165,470	38,565	1,397	Low
X1	2,019	Europe	White	Electric	Manual	2.7	144,401	91,022	6,712	Low
i3	2,019	South America	Blue	Petrol	Automatic	3.7	49,419	72,272	2,527	Low
i8	2,022	Asia	Red	Diesel	Automatic	3.1	58,821	94,149	1,390	Low
M3	2,016	Europe	Grey	Diesel	Automatic	2.2	18,826	112,285	6,950	Low
7 Series	2,014	Europe	Blue	Electric	Automatic	3.6	135,422	84,347	3,071	Low
7 Series	2,018	South America	Silver	Diesel	Automatic	3.5	41,128	90,461	5,455	Low
5 Series	2,013	South America	Black	Hybrid	Manual	3.3	111,455	57,499	4,825	Low
X6	2,012	Europe	Silver	Petrol	Automatic	1.8	136,662	46,264	3,218	Low
X5	2,022	South America	Black	Diesel	Automatic	4.7	185,974	89,252	6,076	Low
X5	2,011	Middle East	Black	Electric	Manual	3.6	368	66,028	2,847	Low
X3	2,010	Europe	Black	Petrol	Automatic	2.4	174,212	78,999	1,478	Low
i8	2,020	Asia	Silver	Petrol	Automatic	3.9	75,741	102,816	2,396	Low
X6	2,015	South America	White	Electric	Manual	2.6	145,603	76,233	7,384	High
X1	2,019	South America	Silver	Diesel	Automatic	3.3	56,484	47,179	2,424	Low
i3	2,011	Africa	Grey	Petrol	Manual	2.7	120,059	46,948	6,489	Low
i3	2,017	Africa	Red	Petrol	Automatic	4.6	132,485	113,133	3,510	Low
i8	2,015	Africa	Silver	Diesel	Manual	5	95,132	69,126	6,918	Low
7 Series	2,021	Europe	Black	Hybrid	Manual	2.1	70,596	99,117	2,969	Low
X3	2,021	Europe	Blue	Diesel	Manual	1.6	20,204	103,625	3,075	Low
3 Series	2,014	Middle East	Silver	Diesel	Manual	2.3	84,519	68,060	9,592	High
3 Series	2,022	South America	Silver	Hybrid	Manual	3.6	167,117	76,294	5,802	Low
i3	2,011	Middle East	White	Electric	Automatic	2.1	166,958	37,658	6,052	Low
i8	2,016	North America	White	Diesel	Automatic	4.3	135,039	35,639	9,896	High
X5	2,011	Middle East	Blue	Diesel	Manual	2.9	91,495	51,775	3,321	Low
X6	2,022	Middle East	Blue	Electric	Automatic	3.6	190,332	52,396	9,333	High
X1	2,023	Middle East	Blue	Electric	Manual	3.1	38,587	93,944	6,809	Low
X3	2,014	Africa	White	Petrol	Manual	4.7	93,607	111,678	4,613	Low
5 Series	2,011	Asia	Blue	Hybrid	Manual	1.6	194,284	106,711	3,325	Low
X5	2,020	North America	Red	Hybrid	Automatic	4.1	20,310	108,793	9,173	High
3 Series	2,019	Europe	White	Petrol	Automatic	3.8	3,482	110,193	2,662	Low
3 Series	2,020	South America	White	Diesel	Manual	3.8	50,660	39,917	8,593	High
X1	2,020	South America	White	Petrol	Automatic	2.9	136,895	78,636	9,354	High
3 Series	2,011	South America	White	Electric	Automatic	1.6	114,188	55,647	1,309	Low
X1	2,024	North America	Silver	Diesel	Automatic	3.9	195,837	45,016	1,052	Low
i8	2,016	Europe	Red	Hybrid	Manual	4.4	20,981	51,227	1,670	Low
X5	2,018	North America	Grey	Hybrid	Automatic	1.8	188,170	48,732	8,557	High
3 Series	2,014	South America	White	Diesel	Automatic	3	55,502	59,457	6,648	Low
5 Series	2,016	Africa	Silver	Hybrid	Manual	2.1	116,572	61,664	164	Low
X3	2,013	North America	White	Electric	Automatic	3.6	131,406	105,376	7,344	High
i8	2,011	Africa	Red	Hybrid	Automatic	4.2	24,856	105,845	7,937	High
7 Series	2,012	North America	White	Petrol	Automatic	3.8	136,276	54,233	7,563	High
i3	2,011	South America	Silver	Electric	Manual	2.6	157,098	87,989	2,792	Low
5 Series	2,014	North America	Blue	Hybrid	Automatic	2	8,776	36,067	537	Low
i8	2,015	Europe	White	Hybrid	Manual	4.3	140,760	110,229	3,951	Low
X1	2,024	Middle East	Grey	Electric	Automatic	2.6	148,720	102,817	3,213	Low
i8	2,024	North America	Red	Diesel	Manual	1.6	191,515	112,132	7,334	High
5 Series	2,016	North America	Grey	Hybrid	Manual	3.5	78,678	112,697	1,419	Low
5 Series	2,012	Africa	Grey	Petrol	Automatic	2.4	165,276	71,829	8,950	High
7 Series	2,013	South America	Red	Hybrid	Manual	4.4	87,645	109,223	3,029	Low
i3	2,017	Africa	Blue	Electric	Automatic	2	38,232	74,063	1,448	Low
M5	2,013	Africa	Red	Petrol	Automatic	3	37,282	59,720	8,505	High
X1	2,016	Africa	Blue	Petrol	Manual	2.4	173,440	78,026	4,234	Low

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