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
5 Series	2,011	Europe	Black	Diesel	Manual	2.7	159,139	83,400	4,970	Low
X6	2,012	Europe	White	Hybrid	Automatic	3.3	95,858	49,816	8,198	High
X5	2,020	Middle East	Red	Petrol	Manual	4.1	40,498	59,826	9,403	High
5 Series	2,011	Europe	Blue	Diesel	Automatic	4.1	180,688	33,153	8,795	High
i3	2,020	Europe	Black	Diesel	Manual	1.8	119,336	83,660	7,633	High
M3	2,012	Africa	Black	Hybrid	Manual	4.3	75,060	54,946	7,826	High
3 Series	2,019	Africa	Silver	Electric	Manual	3.7	122,095	92,453	8,369	High
5 Series	2,024	Middle East	Black	Diesel	Automatic	1.6	6,505	104,903	2,586	Low
X5	2,020	Africa	Grey	Petrol	Automatic	2.6	198,590	69,772	5,116	Low
5 Series	2,020	Middle East	Blue	Diesel	Automatic	3.3	55,886	39,717	7,280	High
7 Series	2,024	Asia	Grey	Petrol	Automatic	2.2	143,792	46,203	1,200	Low
i3	2,021	North America	Black	Hybrid	Automatic	2	178,363	101,053	3,924	Low
X6	2,023	North America	Silver	Diesel	Automatic	1.5	61,086	76,617	358	Low
M5	2,021	North America	Black	Petrol	Manual	4.7	101,331	77,286	8,779	High
X5	2,018	Middle East	Grey	Diesel	Manual	1.7	13,733	119,525	8,174	High
i3	2,013	South America	Black	Electric	Automatic	2.8	142,503	85,163	490	Low
7 Series	2,021	North America	Grey	Hybrid	Automatic	2.2	100,253	98,359	2,772	Low
X6	2,018	North America	Red	Petrol	Automatic	4.1	101,319	94,859	8,006	High
M3	2,020	Middle East	Grey	Petrol	Automatic	4	29,719	33,685	5,098	Low
3 Series	2,012	Middle East	Grey	Electric	Manual	4.3	52,116	31,670	5,580	Low
7 Series	2,021	South America	Grey	Petrol	Manual	3.7	198,975	36,493	1,471	Low
i8	2,010	Europe	Black	Petrol	Manual	3.6	191,410	79,469	4,581	Low
i8	2,020	Asia	Red	Electric	Automatic	2.9	174,107	31,002	4,369	Low
X1	2,014	Asia	Red	Hybrid	Manual	3.7	119,475	95,277	4,200	Low
X5	2,019	North America	Grey	Hybrid	Automatic	1.9	19,324	90,268	3,905	Low
M5	2,019	Middle East	Red	Petrol	Automatic	3.9	174,678	89,346	2,740	Low
M5	2,023	South America	Blue	Petrol	Automatic	1.9	17,992	35,429	3,000	Low
X3	2,011	Europe	Red	Diesel	Automatic	4.5	130,873	37,877	9,499	High
X3	2,013	Europe	Blue	Petrol	Automatic	3.3	115,405	103,642	4,728	Low
M5	2,011	South America	Blue	Petrol	Manual	3.4	90,931	69,785	9,573	High
5 Series	2,011	Asia	Silver	Hybrid	Manual	3.5	155,638	99,483	9,234	High
X5	2,022	Middle East	Grey	Hybrid	Manual	4.2	118,675	47,445	7,225	High
X6	2,012	South America	Grey	Petrol	Manual	3.2	89,054	66,625	6,763	Low
X6	2,014	Africa	Blue	Electric	Manual	3	6,667	37,646	2,185	Low
5 Series	2,013	Asia	White	Hybrid	Automatic	2.5	185,810	30,580	4,214	Low
M3	2,011	Europe	Red	Electric	Manual	1.9	37,463	45,675	2,813	Low
X6	2,024	Asia	Black	Electric	Manual	2.2	102,279	114,677	9,855	High
X1	2,020	Middle East	Blue	Petrol	Manual	1.5	185,941	87,042	652	Low
X6	2,023	South America	Silver	Hybrid	Automatic	4.5	171,291	49,107	9,400	High
M3	2,023	Africa	White	Petrol	Automatic	4.2	81,127	34,941	2,152	Low
i3	2,019	South America	Silver	Hybrid	Manual	2.3	107,923	31,097	1,995	Low
i3	2,011	North America	Red	Diesel	Manual	1.5	145,058	106,391	3,873	Low
M3	2,023	Europe	Silver	Diesel	Manual	3.2	115,738	118,475	1,621	Low
M5	2,015	Middle East	Grey	Diesel	Automatic	2.9	155,333	70,882	7,440	High
X1	2,016	Asia	Blue	Hybrid	Automatic	4.2	41,973	44,375	5,466	Low
X3	2,021	Middle East	Silver	Diesel	Automatic	2.9	69,489	40,249	9,346	High
X3	2,019	Asia	Black	Diesel	Automatic	4.5	181,201	107,182	8,698	High
X5	2,015	North America	Blue	Electric	Manual	1.8	169,759	119,492	9,518	High
i3	2,016	South America	White	Diesel	Manual	2.8	106,722	103,867	2,593	Low
X5	2,010	Africa	White	Petrol	Manual	4.8	27,821	83,017	8,813	High
7 Series	2,015	Middle East	Blue	Petrol	Automatic	1.5	176,402	108,106	9,152	High
X5	2,020	Middle East	Grey	Electric	Manual	2.9	54,360	34,873	3,887	Low
7 Series	2,012	Asia	Silver	Diesel	Automatic	2.4	58,120	62,549	8,567	High
i8	2,010	Africa	Grey	Electric	Automatic	3.4	162,943	61,308	3,036	Low
7 Series	2,017	Africa	Grey	Electric	Manual	2.5	10,176	119,775	8,326	High
M5	2,013	Europe	Grey	Diesel	Automatic	4.5	144,005	99,786	6,228	Low
M5	2,019	South America	Grey	Electric	Automatic	4.8	69,201	85,668	8,333	High
M5	2,017	South America	Grey	Petrol	Automatic	4.5	124,068	77,592	6,299	Low
M5	2,019	North America	Silver	Petrol	Manual	2.9	113,871	119,006	874	Low
7 Series	2,023	North America	Blue	Hybrid	Manual	5	138,186	52,791	5,976	Low
7 Series	2,020	South America	Black	Hybrid	Automatic	4.1	112,209	60,934	6,850	Low
i8	2,013	South America	Grey	Petrol	Automatic	2.7	30,252	44,695	6,754	Low
X3	2,013	South America	Grey	Diesel	Manual	1.8	101,626	109,423	9,563	High
M3	2,021	South America	Blue	Petrol	Manual	3.8	105,452	64,933	9,742	High
5 Series	2,023	South America	White	Petrol	Automatic	4	18,508	37,991	4,616	Low
X3	2,019	Europe	Red	Hybrid	Manual	1.9	93,738	46,513	4,426	Low
i8	2,013	Asia	Blue	Electric	Manual	3.4	154,284	117,640	5,573	Low
M3	2,015	North America	Silver	Diesel	Manual	5	113,206	67,927	9,013	High
X3	2,023	Europe	Red	Hybrid	Manual	2.6	113,632	114,747	8,497	High
i3	2,018	South America	White	Diesel	Manual	2.6	113,861	110,555	3,556	Low
X1	2,014	Africa	Blue	Petrol	Manual	4.7	23,516	86,868	7,818	High
5 Series	2,021	Asia	White	Diesel	Manual	1.9	11,870	66,559	382	Low
M5	2,022	Asia	Grey	Petrol	Automatic	4.8	109,601	46,523	1,403	Low
i8	2,019	North America	Grey	Electric	Manual	4.2	118,123	113,014	6,816	Low
M3	2,023	Europe	White	Hybrid	Automatic	2.9	2,413	81,673	7,253	High
3 Series	2,024	Africa	Blue	Petrol	Automatic	1.8	1,594	77,311	4,254	Low
M5	2,017	Africa	Black	Diesel	Automatic	1.6	194,001	55,872	1,948	Low
7 Series	2,017	Asia	Grey	Diesel	Manual	2.8	25,853	114,910	6,509	Low
i8	2,013	Africa	White	Diesel	Automatic	4	93,367	56,340	3,743	Low
i3	2,024	South America	Black	Diesel	Manual	3.2	45,110	84,118	1,108	Low
X6	2,020	Middle East	Silver	Petrol	Automatic	4.1	97,491	47,958	3,732	Low
M5	2,019	Africa	Red	Diesel	Manual	3.8	53,453	68,994	7,500	High
M5	2,018	Asia	Blue	Hybrid	Automatic	3.5	66,857	51,613	4,102	Low
i3	2,018	North America	Grey	Diesel	Manual	4.9	87,695	83,014	3,504	Low
X1	2,014	North America	Grey	Diesel	Automatic	4	65,687	32,434	5,111	Low
X6	2,015	Africa	Red	Diesel	Manual	4.7	38,688	83,589	3,415	Low
i8	2,014	South America	Black	Petrol	Automatic	2.3	146,636	47,960	5,640	Low
X5	2,012	South America	Red	Hybrid	Automatic	4	125,993	52,855	2,075	Low
5 Series	2,020	Europe	Blue	Diesel	Automatic	3.6	83,039	111,903	8,934	High
X6	2,017	North America	Black	Electric	Automatic	4.7	111,077	98,347	9,399	High
X1	2,018	South America	Blue	Petrol	Automatic	3.3	102,636	74,508	174	Low
i3	2,024	Africa	Black	Hybrid	Automatic	2.5	75,112	49,703	795	Low
i3	2,013	Europe	Grey	Petrol	Manual	2.8	57,231	30,495	8,030	High
X6	2,018	Europe	White	Electric	Manual	2.3	23,205	57,966	8,309	High
i8	2,018	South America	Grey	Petrol	Manual	2.3	68,472	108,562	3,879	Low
7 Series	2,016	South America	Black	Petrol	Automatic	3.1	59,009	76,492	5,052	Low
i8	2,017	Europe	Black	Hybrid	Automatic	4.6	67,893	33,685	9,450	High
M3	2,024	North America	Grey	Diesel	Manual	2.2	68,108	52,161	5,156	Low
3 Series	2,012	Middle East	Grey	Diesel	Automatic	2.5	155,657	32,651	6,716	Low
X5	2,024	Europe	Black	Electric	Automatic	4.5	183,793	34,057	5,732	Low

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