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
7 Series	2,011	South America	Blue	Petrol	Automatic	5	112,867	111,134	4,714	Low
X6	2,017	South America	White	Petrol	Automatic	2	11,370	102,112	1,086	Low
X5	2,020	South America	White	Hybrid	Manual	1.7	192,282	85,154	8,683	High
i8	2,010	South America	Black	Electric	Manual	2.5	61,125	117,694	1,854	Low
X3	2,015	South America	Red	Electric	Automatic	1.6	122,003	109,692	584	Low
X5	2,022	Middle East	Blue	Electric	Automatic	4.8	143,029	81,006	9,894	High
i3	2,015	South America	White	Electric	Manual	2.6	197,303	114,288	4,281	Low
3 Series	2,020	South America	White	Diesel	Automatic	3.4	199,144	33,082	4,012	Low
5 Series	2,013	Europe	Red	Electric	Manual	2.6	189,078	100,614	5,909	Low
X6	2,021	South America	Silver	Diesel	Automatic	2.4	156,943	119,981	4,544	Low
X3	2,020	Middle East	Red	Hybrid	Automatic	2	32,283	80,424	6,875	Low
X6	2,022	Middle East	Grey	Electric	Automatic	2.6	160,731	58,893	2,410	Low
X1	2,024	Middle East	Black	Electric	Automatic	3.7	77,544	64,798	5,572	Low
X1	2,020	Africa	Black	Hybrid	Manual	4.9	186,901	106,163	6,573	Low
i8	2,022	North America	White	Electric	Automatic	3.5	84,710	105,511	8,659	High
i3	2,019	Middle East	Grey	Petrol	Manual	3.4	84,317	106,602	8,299	High
X3	2,012	Africa	Red	Electric	Automatic	1.6	149,617	103,550	4,084	Low
3 Series	2,022	North America	Black	Electric	Automatic	4.4	157,364	46,675	9,265	High
5 Series	2,020	South America	Silver	Hybrid	Automatic	1.7	72,840	101,847	343	Low
M3	2,012	North America	Black	Petrol	Automatic	4.7	186,201	77,377	7,496	High
M5	2,024	North America	Silver	Petrol	Manual	3.4	164,265	91,123	4,792	Low
M5	2,024	Europe	Grey	Hybrid	Automatic	2.1	163,962	74,299	5,971	Low
i8	2,022	Europe	Silver	Electric	Automatic	3.1	69,685	48,392	7,479	High
M5	2,022	North America	Grey	Electric	Automatic	5	15,690	48,682	6,849	Low
i3	2,010	North America	White	Hybrid	Automatic	2.6	145,272	63,509	2,498	Low
X6	2,012	South America	White	Electric	Manual	2.4	198,040	38,203	9,531	High
3 Series	2,013	Asia	Black	Diesel	Automatic	1.9	66,650	98,784	2,243	Low
M3	2,020	Africa	Blue	Diesel	Automatic	3.6	123,378	85,966	8,176	High
5 Series	2,020	South America	White	Electric	Manual	1.8	79,369	87,124	8,693	High
X5	2,014	Middle East	Blue	Diesel	Manual	4.2	130,510	91,583	1,372	Low
X5	2,012	Asia	White	Diesel	Automatic	4.7	5,060	42,618	7,982	High
7 Series	2,015	South America	Silver	Hybrid	Automatic	4.8	2,311	81,810	6,530	Low
i3	2,020	Europe	Black	Electric	Automatic	1.9	16,069	113,859	4,817	Low
7 Series	2,023	Asia	Black	Hybrid	Automatic	3.5	186,112	97,411	411	Low
3 Series	2,024	South America	Black	Hybrid	Automatic	1.8	133,932	88,522	5,883	Low
3 Series	2,021	Europe	Grey	Electric	Manual	3.5	62,218	63,167	2,664	Low
7 Series	2,014	Europe	Grey	Electric	Manual	4.4	21,693	110,846	304	Low
i3	2,012	Asia	Black	Diesel	Manual	3.4	67,798	97,938	3,599	Low
i3	2,015	Asia	Blue	Petrol	Automatic	4.6	183,715	98,327	3,441	Low
X1	2,015	North America	Grey	Petrol	Automatic	4.3	180,263	77,846	5,986	Low
X1	2,024	Africa	Blue	Hybrid	Manual	2.5	3,290	100,203	429	Low
M3	2,023	North America	Red	Hybrid	Automatic	3.7	133,484	99,774	6,246	Low
i8	2,017	Europe	Black	Diesel	Manual	1.5	65,492	35,733	7,533	High
X5	2,011	Europe	Blue	Petrol	Manual	2.9	105,656	59,557	3,018	Low
5 Series	2,010	Asia	Blue	Electric	Automatic	2.3	56,714	52,550	5,629	Low
i3	2,013	Asia	Black	Electric	Automatic	4.8	37,557	33,873	4,933	Low
3 Series	2,016	North America	Blue	Petrol	Automatic	2.9	66,942	56,666	5,503	Low
i3	2,024	Middle East	Blue	Electric	Automatic	3.8	94,001	81,465	4,625	Low
3 Series	2,020	South America	Black	Petrol	Automatic	4.1	53,603	49,836	3,085	Low
M3	2,019	Middle East	Grey	Petrol	Manual	4.2	177,414	80,410	4,334	Low
X1	2,012	South America	Red	Electric	Manual	4.1	125,787	59,826	375	Low
M3	2,012	Asia	Grey	Hybrid	Automatic	2.5	93,499	119,615	1,915	Low
X6	2,014	Africa	Red	Electric	Manual	3.9	196,054	61,567	3,921	Low
X6	2,014	North America	Red	Electric	Automatic	3.4	90,918	68,119	377	Low
M5	2,022	Europe	Grey	Hybrid	Automatic	3.6	112,178	87,966	7,148	High
5 Series	2,019	Europe	Grey	Electric	Manual	1.5	44,934	117,922	3,480	Low
X3	2,012	North America	Silver	Electric	Automatic	2.4	46,548	42,610	1,616	Low
X1	2,018	South America	Grey	Petrol	Manual	4.8	33,915	65,236	9,054	High
5 Series	2,013	Middle East	Silver	Diesel	Automatic	2.5	136,315	118,908	8,953	High
5 Series	2,022	Europe	Black	Diesel	Manual	3	164,556	47,207	6,786	Low
X3	2,022	North America	White	Diesel	Manual	2.2	160,267	83,448	4,599	Low
i8	2,024	Europe	Grey	Hybrid	Automatic	2	42,311	47,053	1,336	Low
7 Series	2,012	South America	Blue	Electric	Manual	2.2	78,319	72,399	4,119	Low
X5	2,020	Europe	Black	Petrol	Manual	3.4	185,699	45,300	4,716	Low
5 Series	2,011	Middle East	Blue	Petrol	Automatic	4.7	127,540	112,873	392	Low
3 Series	2,019	Europe	Silver	Hybrid	Automatic	2.6	140,476	37,626	7,520	High
X1	2,022	South America	Blue	Hybrid	Automatic	2.6	36,718	112,450	7,816	High
M5	2,020	Middle East	Grey	Electric	Automatic	3.5	175,225	88,625	1,824	Low
X6	2,018	Europe	Black	Petrol	Automatic	2.7	49,174	101,233	1,199	Low
M3	2,013	South America	Silver	Diesel	Automatic	4.7	190,433	62,389	5,411	Low
5 Series	2,012	Middle East	White	Diesel	Automatic	2.8	180,965	105,856	7,749	High
7 Series	2,016	Middle East	Blue	Petrol	Automatic	3.2	44,465	98,365	5,085	Low
7 Series	2,017	South America	White	Diesel	Automatic	3.4	6,807	55,068	3,331	Low
3 Series	2,020	Asia	Silver	Petrol	Manual	4.2	24,768	68,622	9,527	High
X6	2,023	South America	White	Electric	Automatic	3.5	4,978	84,719	5,354	Low
X5	2,011	Middle East	White	Hybrid	Automatic	2.3	194,089	60,220	9,942	High
X1	2,016	Africa	Black	Electric	Automatic	1.9	63,871	112,737	1,739	Low
i8	2,021	North America	White	Electric	Manual	4.8	187,927	38,969	8,409	High
7 Series	2,014	Middle East	Black	Petrol	Automatic	4.3	137,638	104,334	4,198	Low
X6	2,024	Africa	Grey	Petrol	Manual	1.6	60,453	106,709	5,398	Low
X5	2,020	South America	Grey	Electric	Automatic	4.4	186,527	92,630	1,081	Low
M3	2,014	Europe	Red	Diesel	Manual	3.6	52,990	54,006	221	Low
X1	2,012	Middle East	Blue	Hybrid	Automatic	3.3	187,295	61,262	3,792	Low
X5	2,014	South America	Red	Diesel	Automatic	1.5	119,548	108,962	3,447	Low
i8	2,021	Africa	Blue	Petrol	Automatic	4.2	125,771	75,766	6,901	Low
X1	2,011	Asia	Black	Hybrid	Automatic	2.2	139,529	42,914	5,619	Low
M3	2,013	Europe	Blue	Diesel	Manual	4	10,296	60,747	8,985	High
X3	2,015	Asia	Red	Electric	Automatic	1.6	19,659	71,862	3,803	Low
M3	2,010	Africa	Red	Diesel	Automatic	4.3	62,284	95,241	6,187	Low
5 Series	2,019	Asia	White	Hybrid	Manual	1.6	10,318	68,540	8,968	High
7 Series	2,013	Europe	Blue	Petrol	Automatic	2.3	104,829	63,048	7,320	High
i3	2,015	Africa	Black	Petrol	Automatic	2.4	30,749	78,832	3,434	Low
X1	2,018	Africa	Red	Petrol	Automatic	2.1	56,562	108,721	4,067	Low
i8	2,023	South America	Grey	Petrol	Automatic	3.2	183,082	45,064	6,896	Low
X6	2,020	South America	Black	Electric	Automatic	2.5	89,216	78,961	4,262	Low
i8	2,020	Middle East	Blue	Electric	Manual	5	141,905	94,283	8,779	High
X5	2,022	Asia	White	Diesel	Automatic	3.5	34,086	110,520	4,371	Low
X5	2,011	South America	Blue	Electric	Manual	3.5	14,219	95,191	9,485	High
i3	2,020	Asia	Silver	Petrol	Automatic	2.3	88,241	64,460	7,150	High
X6	2,016	Europe	Grey	Petrol	Manual	2.9	57,323	113,259	2,147	Low

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