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
X1	2,016	North America	Grey	Diesel	Manual	3.8	138,938	63,690	5,333	Low
7 Series	2,023	Middle East	Red	Diesel	Automatic	4.6	134,890	77,294	8,588	High
M3	2,019	North America	White	Hybrid	Automatic	1.8	164,309	73,046	3,473	Low
X5	2,016	Asia	Blue	Hybrid	Manual	2.5	27,441	96,696	7,793	High
3 Series	2,022	Europe	Grey	Hybrid	Manual	2	98,934	117,861	6,522	Low
i8	2,013	South America	Grey	Petrol	Manual	4.8	168,710	73,011	7,679	High
X3	2,021	Africa	Red	Electric	Manual	3	120,533	91,448	1,886	Low
X6	2,022	South America	Black	Electric	Automatic	4.7	187,546	65,145	7,514	High
3 Series	2,014	Middle East	Grey	Electric	Automatic	2.5	63,053	119,541	4,020	Low
3 Series	2,022	Asia	Red	Hybrid	Manual	1.9	69,900	35,939	5,388	Low
M5	2,012	South America	Silver	Diesel	Manual	2.5	78,739	50,963	1,601	Low
X5	2,024	Africa	Black	Hybrid	Automatic	3.6	79,175	114,516	7,633	High
3 Series	2,013	Asia	Grey	Hybrid	Automatic	4.5	133,485	48,376	4,067	Low
5 Series	2,024	North America	White	Diesel	Manual	2.8	82,105	117,463	1,782	Low
i3	2,023	Middle East	White	Petrol	Manual	4.7	17,219	86,128	8,668	High
i3	2,013	North America	White	Diesel	Manual	2.4	69,590	73,490	5,027	Low
7 Series	2,012	Africa	Red	Hybrid	Automatic	3.9	68,886	57,132	2,121	Low
M3	2,022	South America	Red	Hybrid	Automatic	4.1	91,203	96,318	9,254	High
M5	2,019	Africa	Silver	Electric	Automatic	2.5	64,232	55,570	1,385	Low
7 Series	2,014	Middle East	Silver	Electric	Manual	1.6	173,953	106,377	811	Low
7 Series	2,014	Africa	White	Diesel	Automatic	2.8	19,883	84,066	8,930	High
M5	2,020	Asia	White	Diesel	Manual	1.7	77,909	34,466	3,236	Low
i3	2,016	South America	Silver	Diesel	Automatic	4.7	156,146	82,075	7,900	High
X1	2,013	South America	Silver	Hybrid	Automatic	4.8	38,577	112,434	3,792	Low
M5	2,022	Europe	Red	Diesel	Manual	4.1	159,546	116,319	4,053	Low
7 Series	2,013	Asia	Grey	Diesel	Automatic	4	168,000	66,379	5,503	Low
M3	2,018	Asia	White	Diesel	Automatic	2.3	74,697	65,918	9,877	High
7 Series	2,015	Europe	Red	Petrol	Automatic	1.8	175,521	102,313	8,800	High
X1	2,024	Africa	White	Diesel	Manual	4.3	24,990	90,534	8,664	High
i3	2,013	Middle East	Grey	Petrol	Manual	3.5	12,941	102,812	1,271	Low
7 Series	2,011	Europe	Silver	Electric	Automatic	3.9	43,315	91,824	3,580	Low
X6	2,015	South America	Black	Electric	Automatic	4.2	151,407	117,382	7,322	High
M3	2,011	Middle East	Black	Hybrid	Manual	2.9	29,037	104,688	5,010	Low
X1	2,014	Asia	Red	Diesel	Automatic	2	48,156	43,766	7,237	High
M5	2,015	South America	White	Electric	Automatic	4.3	53,495	66,273	117	Low
X5	2,013	Middle East	Blue	Diesel	Manual	3.1	64,621	45,626	5,603	Low
3 Series	2,023	North America	Red	Petrol	Automatic	4.4	188,214	47,793	5,715	Low
X3	2,022	South America	Blue	Hybrid	Manual	3	101,091	68,356	4,561	Low
3 Series	2,012	North America	White	Diesel	Manual	2.3	70,941	111,227	6,168	Low
M3	2,016	Africa	White	Petrol	Automatic	2.1	196,042	39,775	5,951	Low
X3	2,011	Europe	Black	Diesel	Manual	4.1	174,165	73,617	3,526	Low
X1	2,022	Africa	Black	Hybrid	Manual	3.5	41,496	69,274	4,406	Low
i3	2,020	South America	Silver	Diesel	Automatic	2.9	136,711	47,162	503	Low
3 Series	2,023	Asia	Black	Electric	Manual	3.2	36,703	45,430	9,390	High
i3	2,015	Middle East	Grey	Hybrid	Manual	3.4	36,459	110,295	2,870	Low
5 Series	2,022	North America	Grey	Electric	Manual	2.3	37,062	113,808	9,348	High
3 Series	2,013	Africa	White	Diesel	Manual	2.8	122,298	87,244	8,515	High
i8	2,015	Asia	Red	Hybrid	Automatic	2.5	86,613	103,625	6,068	Low
M5	2,013	Europe	White	Petrol	Manual	2.9	135,900	50,134	9,996	High
i8	2,013	Africa	Blue	Hybrid	Manual	3.3	128,869	37,148	4,200	Low
M3	2,024	Asia	Silver	Petrol	Manual	2.1	171,248	106,164	5,629	Low
5 Series	2,013	South America	White	Hybrid	Automatic	2.9	2,958	80,791	8,170	High
3 Series	2,018	Africa	White	Electric	Automatic	2.8	106,485	98,606	3,317	Low
5 Series	2,016	Asia	Grey	Electric	Automatic	2.5	111,251	64,325	650	Low
X1	2,012	Europe	Blue	Petrol	Manual	5	129,238	56,734	1,244	Low
X5	2,012	North America	Silver	Petrol	Automatic	1.8	32,040	48,393	8,592	High
M5	2,015	South America	Black	Hybrid	Automatic	3.8	142,832	38,514	5,577	Low
i3	2,015	South America	White	Diesel	Manual	2.1	3,571	46,577	7,707	High
i8	2,013	Africa	Grey	Petrol	Automatic	4.4	130,537	104,623	2,980	Low
X1	2,024	Africa	White	Electric	Automatic	4.7	138,307	97,146	1,926	Low
X6	2,024	Asia	Silver	Electric	Automatic	2.9	112,387	35,604	8,058	High
3 Series	2,018	North America	Grey	Petrol	Automatic	4.4	198,959	36,641	3,063	Low
M5	2,013	Asia	White	Electric	Automatic	2.4	74,044	62,098	960	Low
M5	2,018	Europe	Grey	Electric	Automatic	2	30,874	72,702	541	Low
X1	2,013	Europe	Blue	Petrol	Automatic	2.6	49,734	95,764	7,015	High
7 Series	2,011	Asia	Silver	Electric	Automatic	2.7	133,153	43,314	3,233	Low
X6	2,011	Middle East	White	Electric	Automatic	2.9	143,043	78,366	2,290	Low
X6	2,014	Africa	Black	Petrol	Manual	2.8	161,281	87,185	2,158	Low
M5	2,013	Africa	White	Diesel	Automatic	2.9	193,430	99,512	8,961	High
X5	2,016	North America	Black	Hybrid	Manual	4	30,499	112,342	1,886	Low
i3	2,023	Asia	White	Diesel	Manual	2.4	177,398	33,247	1,623	Low
X1	2,020	Middle East	Blue	Electric	Automatic	1.6	147,945	116,263	6,901	Low
i8	2,014	Middle East	Silver	Diesel	Manual	3.2	43,752	38,984	7,957	High
7 Series	2,015	South America	Black	Electric	Manual	3.1	150,234	109,129	3,629	Low
X6	2,019	North America	Silver	Diesel	Automatic	1.7	129,470	53,476	9,000	High
i8	2,013	Africa	Blue	Hybrid	Manual	2	97,623	46,946	9,794	High
3 Series	2,022	South America	Grey	Electric	Manual	3.3	53,702	57,175	9,476	High
M3	2,021	Asia	Silver	Hybrid	Automatic	2.3	96,050	61,856	3,829	Low
X5	2,011	South America	Silver	Petrol	Automatic	4.6	74,132	46,259	4,637	Low
i3	2,022	North America	Blue	Petrol	Manual	2.1	193,223	38,497	8,661	High
X6	2,019	Asia	Blue	Petrol	Manual	1.6	66,531	79,344	2,457	Low
M3	2,018	Africa	Red	Diesel	Manual	3.1	61,380	32,777	9,898	High
X5	2,019	North America	Silver	Diesel	Automatic	5	66,127	114,303	6,876	Low
i3	2,024	Europe	Black	Electric	Manual	3.7	192,913	41,507	4,156	Low
i8	2,016	South America	Black	Electric	Automatic	2.7	168,214	44,478	504	Low
M5	2,013	Middle East	Red	Hybrid	Automatic	1.6	196,023	51,420	7,877	High
M5	2,012	North America	Black	Electric	Manual	3.2	184,235	104,427	6,714	Low
M3	2,019	Middle East	White	Electric	Manual	2.2	176,051	40,504	4,339	Low
X3	2,023	Europe	Black	Electric	Manual	3.8	58,212	31,173	3,134	Low
i8	2,024	Asia	Grey	Petrol	Automatic	3.5	177,266	83,689	2,928	Low
X3	2,012	Africa	Red	Hybrid	Automatic	2.4	96,660	105,788	7,100	High
X6	2,018	North America	Red	Hybrid	Manual	1.7	95,765	94,122	9,869	High
M5	2,014	South America	Blue	Petrol	Automatic	4.1	50,316	84,422	1,761	Low
M3	2,022	Europe	Blue	Diesel	Automatic	3.5	38,218	61,638	9,268	High
i8	2,024	Asia	Black	Electric	Manual	4.4	127,045	83,999	1,525	Low
X1	2,012	Africa	Silver	Electric	Manual	2.4	144,787	71,007	3,667	Low
i3	2,024	Asia	Silver	Electric	Automatic	3.8	39,356	64,469	4,950	Low
X3	2,014	Africa	Silver	Petrol	Manual	1.9	63,229	54,409	3,604	Low
3 Series	2,011	Europe	White	Diesel	Manual	2.5	81,766	93,443	4,731	Low
i8	2,020	Asia	Black	Hybrid	Manual	3.8	131,531	110,709	6,239	Low

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