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	2,016	Africa	White	Hybrid	Automatic	4.7	127,765	90,089	8,413	High
i3	2,018	Middle East	White	Petrol	Manual	3.7	192,095	112,060	1,557	Low
X6	2,010	Middle East	Silver	Diesel	Manual	3.9	129,973	93,035	3,912	Low
i8	2,020	Europe	Blue	Hybrid	Automatic	4	76,354	36,692	9,942	High
7 Series	2,016	Africa	Black	Hybrid	Automatic	2.4	60,601	60,070	4,172	Low
3 Series	2,017	Asia	Grey	Hybrid	Automatic	3.5	61,900	109,478	9,063	High
X6	2,021	North America	Red	Diesel	Manual	4.4	50,517	50,641	6,312	Low
M3	2,023	South America	Grey	Diesel	Automatic	2.5	125,097	42,520	1,843	Low
i3	2,012	Africa	Grey	Petrol	Manual	4.6	194,789	89,048	9,023	High
M3	2,013	North America	Blue	Diesel	Manual	3.7	132,123	75,303	4,830	Low
M5	2,019	Middle East	Grey	Electric	Manual	3	176,115	32,062	1,782	Low
3 Series	2,015	South America	Silver	Diesel	Automatic	3.7	33,540	119,002	4,365	Low
X6	2,019	Africa	White	Electric	Manual	2.9	6,749	43,159	5,871	Low
M5	2,016	North America	Black	Petrol	Manual	4.4	115,894	52,849	4,627	Low
5 Series	2,022	Europe	Silver	Hybrid	Manual	3.2	827	68,134	9,502	High
i3	2,023	South America	Blue	Diesel	Automatic	4.7	53,292	61,072	5,407	Low
X1	2,013	North America	White	Diesel	Manual	3.3	115,667	30,069	5,848	Low
X6	2,017	Asia	Grey	Diesel	Manual	3.8	34,664	103,565	7,002	High
X5	2,014	Middle East	White	Petrol	Automatic	5	184,968	53,321	9,463	High
M3	2,010	Africa	Red	Hybrid	Manual	2	23,814	68,484	9,224	High
3 Series	2,013	Europe	Grey	Diesel	Manual	4.1	3,801	102,311	310	Low
M5	2,012	South America	Black	Electric	Manual	2	31,072	36,269	9,959	High
X1	2,018	Europe	White	Diesel	Manual	4.4	87,089	36,359	1,712	Low
M5	2,017	South America	Grey	Electric	Automatic	3.6	171,742	58,553	5,625	Low
i3	2,010	South America	White	Electric	Automatic	4.8	108,139	51,570	182	Low
M3	2,020	North America	White	Petrol	Automatic	4.5	142,861	43,074	6,464	Low
3 Series	2,015	South America	Silver	Hybrid	Manual	1.8	105,198	30,233	3,950	Low
M3	2,018	Asia	Silver	Electric	Automatic	2	163,037	60,071	5,404	Low
7 Series	2,016	Africa	Black	Diesel	Automatic	3.6	149,794	111,322	897	Low
X3	2,013	Middle East	White	Electric	Manual	3.3	100,542	92,878	4,708	Low
7 Series	2,022	Africa	Blue	Petrol	Manual	2.1	182,802	45,144	5,650	Low
5 Series	2,010	Africa	Blue	Diesel	Automatic	2	43,322	50,599	8,308	High
M3	2,021	South America	Red	Petrol	Automatic	3.5	106,321	43,638	654	Low
7 Series	2,011	Asia	Grey	Electric	Automatic	1.7	77,119	62,640	9,618	High
X6	2,021	Middle East	Silver	Diesel	Automatic	4.6	191,168	67,323	4,464	Low
7 Series	2,014	Middle East	White	Petrol	Manual	4.3	72,191	116,491	3,404	Low
i8	2,021	Africa	Black	Hybrid	Manual	4.2	124,944	90,843	7,639	High
X1	2,020	Asia	White	Electric	Manual	1.6	112,853	34,143	5,630	Low
i3	2,014	North America	Black	Electric	Automatic	1.7	103,691	79,280	9,229	High
M5	2,017	Europe	Blue	Hybrid	Automatic	3.4	41,873	118,157	5,379	Low
X1	2,015	South America	Blue	Hybrid	Manual	5	161,729	89,237	4,717	Low
X5	2,017	Asia	White	Hybrid	Manual	2.7	78,231	36,160	4,458	Low
M5	2,011	Asia	Blue	Hybrid	Automatic	2.7	131,302	34,524	6,604	Low
X3	2,012	Middle East	Red	Hybrid	Manual	2	78,332	33,681	5,331	Low
X5	2,015	Asia	Blue	Petrol	Manual	3.9	49,940	54,415	3,996	Low
5 Series	2,021	Middle East	Silver	Diesel	Automatic	3.8	88,090	80,052	3,762	Low
X5	2,022	Africa	Grey	Hybrid	Manual	1.9	122,378	30,538	2,469	Low
7 Series	2,019	Europe	Black	Diesel	Automatic	3.1	110,590	41,878	9,815	High
M5	2,012	Middle East	Silver	Hybrid	Automatic	3.8	162,391	50,305	4,963	Low
X3	2,015	Europe	Red	Hybrid	Automatic	3.2	148,122	113,171	6,347	Low
M5	2,015	Africa	Grey	Diesel	Manual	3.9	98,426	30,619	9,216	High
X1	2,011	Africa	White	Petrol	Manual	4.4	37,311	97,240	1,503	Low
X5	2,016	Europe	Blue	Electric	Automatic	3.9	167,459	54,898	2,593	Low
X6	2,021	South America	White	Petrol	Automatic	3.7	122,614	48,133	9,378	High
M5	2,011	Asia	Red	Electric	Manual	4.5	114,139	90,218	8,204	High
M5	2,015	Middle East	Black	Petrol	Automatic	4.7	196,669	107,370	9,512	High
X3	2,010	Asia	Silver	Electric	Automatic	2.9	166,318	105,159	1,810	Low
M3	2,012	South America	Red	Hybrid	Automatic	2.1	71,905	45,769	4,317	Low
5 Series	2,011	South America	Red	Diesel	Manual	4.4	40,831	36,221	5,876	Low
X5	2,016	South America	White	Petrol	Automatic	2.2	160,040	36,769	5,845	Low
i3	2,023	Europe	Silver	Electric	Automatic	4.8	49,369	95,180	2,804	Low
X3	2,013	Africa	Black	Diesel	Automatic	1.6	81,998	107,977	8,833	High
i3	2,017	South America	Black	Electric	Manual	4.7	158,460	112,207	6,104	Low
7 Series	2,015	Africa	Black	Diesel	Manual	3.6	66,071	59,419	2,400	Low
7 Series	2,021	Europe	White	Petrol	Automatic	4.2	24,978	85,100	5,742	Low
X6	2,019	South America	Blue	Hybrid	Automatic	2.9	108,230	43,347	3,278	Low
i8	2,013	Asia	Black	Electric	Manual	5	196,432	99,870	2,630	Low
X5	2,014	Middle East	Blue	Hybrid	Manual	2.3	99,823	30,760	4,087	Low
i3	2,022	North America	Red	Hybrid	Automatic	2.4	15,427	69,510	3,083	Low
M5	2,022	Africa	Red	Hybrid	Automatic	1.7	155,741	95,831	6,761	Low
M5	2,024	Middle East	White	Hybrid	Manual	4.8	191	63,170	2,022	Low
3 Series	2,024	North America	Red	Diesel	Automatic	3.1	134,826	54,686	2,025	Low
X5	2,018	Middle East	Silver	Diesel	Automatic	3.9	121,192	93,932	6,875	Low
i3	2,016	North America	Silver	Hybrid	Manual	3.9	103,613	105,890	6,412	Low
i8	2,019	North America	Silver	Diesel	Automatic	4.6	172,025	74,219	3,784	Low
3 Series	2,023	North America	Red	Electric	Manual	3.8	36,813	70,992	5,605	Low
i8	2,023	Middle East	White	Hybrid	Automatic	3.5	162,217	79,001	1,656	Low
X3	2,018	Middle East	Grey	Electric	Manual	4	141,754	50,295	7,113	High
i8	2,016	Asia	White	Hybrid	Automatic	4.1	183,343	59,638	2,036	Low
5 Series	2,021	South America	Red	Diesel	Manual	2.2	78,125	97,471	5,990	Low
3 Series	2,010	South America	Blue	Petrol	Automatic	1.9	28,212	73,122	287	Low
7 Series	2,021	Europe	Red	Diesel	Manual	1.8	122,175	48,969	1,014	Low
5 Series	2,017	Africa	White	Petrol	Manual	2.8	176,915	35,622	5,823	Low
M3	2,013	North America	Black	Diesel	Manual	3.2	120,445	105,279	6,711	Low
M3	2,012	Africa	Silver	Electric	Manual	3.7	14,313	72,605	2,171	Low
5 Series	2,023	South America	White	Hybrid	Manual	4.9	160,890	46,027	9,389	High
3 Series	2,022	North America	Black	Electric	Manual	2.7	63,412	77,129	2,914	Low
i3	2,016	North America	Black	Hybrid	Manual	4.2	115,173	90,518	7,865	High
5 Series	2,021	Africa	White	Hybrid	Automatic	3.4	65,021	57,139	9,558	High
X1	2,012	South America	Black	Petrol	Automatic	2.3	163,264	37,316	3,706	Low
5 Series	2,017	North America	Silver	Diesel	Automatic	3.7	108,495	74,148	1,731	Low
X6	2,015	South America	Red	Petrol	Automatic	4.9	5,184	80,035	3,452	Low
M3	2,014	South America	Blue	Hybrid	Manual	1.9	132,514	63,247	4,224	Low
3 Series	2,013	North America	White	Hybrid	Automatic	3.3	73,351	99,424	9,490	High
X1	2,017	North America	Silver	Petrol	Manual	1.7	19,079	77,217	9,404	High
X5	2,017	North America	Silver	Electric	Automatic	2.6	83,905	94,217	9,841	High
X6	2,021	Middle East	Black	Hybrid	Automatic	3.7	119,323	114,049	3,291	Low
M5	2,010	Europe	Red	Hybrid	Automatic	4.4	4,111	44,452	1,549	Low
i8	2,018	Europe	Black	Electric	Manual	4.1	67,568	31,073	3,042	Low
5 Series	2,023	North America	White	Hybrid	Manual	3.1	143,679	76,244	7,908	High

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