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
X6	2,016	Middle East	Silver	Electric	Manual	1.5	149,693	109,752	3,286	Low
X3	2,024	Africa	Red	Petrol	Manual	2	95,051	116,493	2,206	Low
X6	2,015	Middle East	Red	Diesel	Manual	1.9	188,434	31,544	5,980	Low
X6	2,024	South America	Black	Hybrid	Manual	4.7	48,591	64,222	3,587	Low
5 Series	2,012	Middle East	Red	Petrol	Automatic	3.8	31,503	46,238	8,073	High
i3	2,015	Asia	Silver	Petrol	Automatic	4.8	120,778	119,377	1,439	Low
X5	2,024	Asia	Blue	Petrol	Automatic	3.5	142,981	99,573	1,807	Low
i8	2,023	Middle East	Red	Electric	Manual	3.1	72,474	111,191	3,239	Low
i3	2,021	Asia	Blue	Hybrid	Automatic	4.3	141,008	51,159	7,499	High
X6	2,017	South America	White	Petrol	Manual	2.1	55,206	115,816	9,525	High
X1	2,017	North America	Grey	Electric	Automatic	2.8	110,474	84,958	8,806	High
X6	2,020	South America	Silver	Petrol	Manual	3.1	29,324	64,197	2,140	Low
X1	2,022	Europe	Blue	Hybrid	Automatic	2.5	188,911	63,310	1,361	Low
M3	2,018	Africa	Black	Hybrid	Automatic	2.8	107,084	115,741	5,760	Low
M3	2,024	South America	Silver	Diesel	Manual	1.8	40,984	68,436	3,883	Low
M3	2,010	Europe	Black	Electric	Automatic	2.2	189,096	64,415	2,755	Low
i8	2,023	Asia	Red	Electric	Automatic	2.7	155,259	76,903	2,578	Low
X5	2,010	Middle East	Silver	Diesel	Manual	4.3	191,652	45,513	5,904	Low
X3	2,012	South America	Black	Diesel	Automatic	2.1	61,332	114,568	9,529	High
X5	2,012	Africa	Silver	Diesel	Manual	2.7	14,890	102,463	3,212	Low
X5	2,019	Africa	White	Diesel	Manual	1.7	146,731	68,602	243	Low
X1	2,017	Europe	Grey	Electric	Manual	3.4	133,075	79,015	635	Low
5 Series	2,024	South America	White	Petrol	Automatic	3.6	170,451	57,017	3,473	Low
X6	2,019	Middle East	Black	Petrol	Manual	4.5	160,666	73,246	2,688	Low
X6	2,010	Middle East	Silver	Hybrid	Automatic	4.4	192,544	50,654	624	Low
X6	2,022	Asia	Grey	Hybrid	Automatic	2.5	150,159	32,520	715	Low
M5	2,011	Europe	Blue	Petrol	Manual	2	193,158	82,541	6,150	Low
3 Series	2,011	North America	Grey	Electric	Automatic	2	72,055	39,548	4,288	Low
5 Series	2,012	Africa	Red	Petrol	Automatic	4.9	173,583	31,226	5,446	Low
i3	2,022	Europe	Black	Petrol	Automatic	3.9	31,789	48,063	1,998	Low
5 Series	2,015	Europe	Black	Petrol	Manual	1.6	15,875	93,291	9,810	High
5 Series	2,010	Europe	Black	Diesel	Automatic	2	3,586	95,361	7,283	High
X6	2,011	Europe	White	Diesel	Automatic	3.2	135,517	50,446	8,033	High
M5	2,022	North America	White	Petrol	Manual	2.2	187,738	64,441	5,224	Low
M5	2,024	Asia	Black	Diesel	Automatic	4.3	93,468	82,383	1,539	Low
M5	2,022	Europe	White	Petrol	Manual	3.5	130,550	83,530	7,854	High
X1	2,010	Africa	Black	Diesel	Automatic	3.6	150,005	107,010	4,707	Low
M5	2,014	Africa	Grey	Petrol	Manual	3.1	194,384	35,781	1,223	Low
X5	2,022	Middle East	Black	Hybrid	Manual	2.4	177,728	119,366	4,613	Low
X1	2,022	Europe	Red	Diesel	Automatic	3.6	69,908	54,156	9,655	High
i3	2,016	Middle East	Silver	Electric	Manual	4	29,408	89,978	5,249	Low
X5	2,017	South America	Blue	Hybrid	Automatic	2.8	49,334	109,844	7,637	High
i3	2,019	Asia	Black	Electric	Manual	3.3	82,530	102,618	9,290	High
7 Series	2,010	Middle East	Red	Electric	Manual	4.4	46,499	98,465	2,506	Low
i3	2,016	North America	White	Electric	Automatic	2	135,206	95,636	3,764	Low
X3	2,022	North America	Grey	Petrol	Automatic	3.4	90,673	43,301	3,232	Low
i3	2,014	Europe	Red	Diesel	Manual	2.7	150,299	50,668	7,518	High
X5	2,019	Africa	Black	Diesel	Automatic	4	67,603	57,192	8,435	High
X1	2,010	Middle East	Silver	Diesel	Manual	1.6	165,542	66,839	229	Low
X5	2,012	Africa	White	Hybrid	Manual	3.8	94,698	111,798	7,793	High
5 Series	2,016	Asia	Blue	Petrol	Automatic	1.9	13,720	88,318	1,247	Low
i8	2,019	Middle East	Red	Petrol	Automatic	1.7	165,758	66,414	1,180	Low
X5	2,010	Middle East	Black	Diesel	Manual	4	97,453	111,238	1,469	Low
X1	2,016	Africa	White	Petrol	Manual	3.7	147,231	74,531	205	Low
3 Series	2,014	Middle East	Red	Petrol	Manual	4.6	155,582	66,129	6,901	Low
M5	2,010	North America	White	Hybrid	Automatic	3.3	2,927	46,063	8,729	High
7 Series	2,010	Africa	Silver	Electric	Automatic	3.4	39,793	82,019	8,734	High
5 Series	2,023	Middle East	Grey	Petrol	Manual	4	21,803	107,465	6,787	Low
3 Series	2,010	Middle East	Blue	Hybrid	Automatic	2.6	6,739	48,250	9,640	High
i3	2,020	Asia	Grey	Diesel	Manual	1.6	89,096	38,942	9,424	High
X5	2,018	Middle East	White	Electric	Automatic	2.3	172,404	103,585	1,173	Low
7 Series	2,020	Middle East	Black	Petrol	Manual	2.3	82,380	88,572	215	Low
7 Series	2,022	South America	Silver	Petrol	Automatic	2.7	132,133	32,926	9,205	High
X6	2,012	Europe	Black	Hybrid	Manual	4.8	116,181	30,991	2,937	Low
3 Series	2,024	Middle East	White	Hybrid	Manual	4.3	2,171	50,492	2,019	Low
3 Series	2,022	North America	Red	Petrol	Manual	4.8	151,076	96,990	4,904	Low
i8	2,014	Asia	Silver	Diesel	Manual	5	158,870	115,574	8,287	High
3 Series	2,020	Middle East	White	Electric	Manual	3	70,730	60,204	388	Low
7 Series	2,019	Europe	Black	Diesel	Automatic	2.3	193,741	87,461	2,700	Low
X1	2,021	South America	Red	Petrol	Manual	3.5	12,278	114,310	6,208	Low
i3	2,018	Europe	Silver	Hybrid	Automatic	4.6	71,311	67,083	622	Low
M3	2,015	Europe	White	Petrol	Automatic	3.1	55,334	43,815	8,368	High
5 Series	2,021	Middle East	Silver	Hybrid	Automatic	3.3	46,555	87,027	6,445	Low
3 Series	2,018	Europe	Grey	Hybrid	Manual	2	139,132	111,347	1,794	Low
X3	2,017	Asia	Grey	Diesel	Automatic	3	36,465	56,583	4,025	Low
X5	2,017	North America	Blue	Electric	Automatic	2.9	11,418	60,460	8,635	High
X6	2,010	Africa	White	Electric	Manual	2.7	183,981	68,456	5,058	Low
X6	2,022	Middle East	Blue	Petrol	Automatic	4.6	112,073	109,423	1,185	Low
M3	2,018	North America	Grey	Hybrid	Manual	1.7	19,245	67,306	8,240	High
3 Series	2,015	North America	Red	Petrol	Manual	4.9	173,402	110,491	9,853	High
7 Series	2,018	Europe	Blue	Petrol	Manual	1.5	156,501	74,471	8,255	High
i8	2,012	Asia	White	Diesel	Automatic	4.8	81,324	39,448	6,640	Low
i3	2,021	Africa	Blue	Petrol	Automatic	3.4	138,527	113,783	348	Low
X5	2,012	Africa	Red	Hybrid	Manual	4	105,078	100,396	1,062	Low
M5	2,015	Africa	Grey	Electric	Automatic	2.2	86,192	50,188	4,015	Low
i3	2,018	North America	Silver	Diesel	Automatic	3.8	175,077	60,164	2,147	Low
X3	2,016	Middle East	Silver	Electric	Manual	4.6	180,526	88,704	8,166	High
X6	2,023	Africa	White	Petrol	Automatic	2	93,223	33,542	1,015	Low
5 Series	2,022	North America	Red	Electric	Manual	1.9	79,876	31,421	9,321	High
X1	2,012	Middle East	Red	Hybrid	Manual	2.6	194,493	104,766	2,682	Low
M5	2,012	Europe	White	Diesel	Automatic	2.1	68,711	60,448	2,152	Low
7 Series	2,011	Europe	Black	Hybrid	Manual	1.9	48,629	71,858	7,407	High
M3	2,018	South America	Black	Electric	Automatic	3.9	51,702	47,300	1,475	Low
M5	2,022	South America	Grey	Hybrid	Manual	2.2	156,424	118,635	9,213	High
X6	2,024	Asia	Black	Petrol	Manual	3.8	29,126	54,492	9,664	High
M3	2,012	Middle East	Black	Diesel	Manual	4.5	10,897	117,288	7,710	High
X3	2,020	Middle East	Silver	Diesel	Automatic	3.8	100,269	49,448	6,640	Low
X5	2,014	Europe	Red	Electric	Automatic	1.9	159,463	30,758	748	Low
M3	2,023	South America	Blue	Electric	Manual	3.5	93,184	46,841	5,036	Low
X1	2,023	Africa	Red	Diesel	Automatic	2.9	13,552	112,370	5,189	Low

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