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
3 Series	2,019	Africa	Blue	Electric	Automatic	4	195,093	101,970	708	Low
M3	2,018	North America	Red	Electric	Automatic	4	32,215	115,426	812	Low
X6	2,016	Africa	Blue	Diesel	Manual	4	112,377	89,223	6,529	Low
M3	2,019	Africa	Black	Electric	Automatic	2.1	99,038	38,375	2,335	Low
X3	2,014	Asia	Red	Electric	Automatic	2.6	71,723	46,037	9,375	High
i3	2,017	North America	White	Diesel	Manual	4.5	171,507	62,294	4,986	Low
X1	2,011	North America	Red	Hybrid	Manual	4.6	68,399	106,444	7,785	High
3 Series	2,018	Europe	Blue	Electric	Manual	2.5	141,105	89,126	8,529	High
5 Series	2,015	South America	Black	Petrol	Automatic	1.6	38,383	39,698	1,336	Low
7 Series	2,022	Europe	Blue	Electric	Manual	4.5	194,746	77,449	8,638	High
i3	2,018	North America	Silver	Diesel	Automatic	2.8	8,009	113,350	5,080	Low
i3	2,011	Asia	Silver	Hybrid	Automatic	2.7	141,088	67,889	6,521	Low
i3	2,012	Europe	Red	Electric	Manual	2.7	1,551	75,637	2,228	Low
M5	2,021	Africa	Blue	Petrol	Automatic	3	190,590	100,201	6,688	Low
5 Series	2,017	Africa	Red	Diesel	Manual	2.8	176,900	71,329	8,863	High
X1	2,010	Africa	White	Diesel	Manual	3.5	186,071	32,849	9,896	High
7 Series	2,024	Europe	Silver	Hybrid	Automatic	1.8	35,951	52,471	6,006	Low
X1	2,019	Asia	Silver	Petrol	Automatic	4.9	80,090	119,362	222	Low
i3	2,024	Asia	Blue	Petrol	Manual	4.8	193,525	117,362	8,056	High
M5	2,024	South America	Red	Diesel	Manual	4.8	163,785	64,908	6,066	Low
i3	2,024	Africa	Silver	Hybrid	Manual	4.6	107,855	42,714	2,530	Low
X3	2,016	South America	Red	Hybrid	Manual	3.8	171,868	107,619	2,490	Low
5 Series	2,016	Asia	Black	Hybrid	Manual	2.3	22,478	35,370	6,033	Low
X1	2,022	Europe	Red	Petrol	Automatic	1.7	42,858	74,662	3,774	Low
X1	2,010	North America	Silver	Diesel	Manual	1.8	186,168	57,905	1,783	Low
X3	2,018	North America	Black	Electric	Manual	2.6	131,141	87,431	8,518	High
7 Series	2,017	South America	White	Diesel	Manual	3.3	133,242	92,034	7,762	High
X5	2,013	South America	Black	Hybrid	Manual	5	9,842	105,408	239	Low
i3	2,019	North America	Red	Diesel	Manual	3	173,870	77,480	4,272	Low
i8	2,020	South America	Grey	Hybrid	Automatic	3.3	167,514	63,882	4,918	Low
X6	2,014	Europe	Blue	Electric	Manual	3.9	150,747	92,031	2,322	Low
X1	2,011	Middle East	Black	Electric	Automatic	2.1	145,554	55,873	9,875	High
M5	2,022	Africa	Red	Electric	Manual	4.8	61,280	114,660	9,870	High
X3	2,018	South America	Grey	Diesel	Automatic	3.4	146,493	66,946	3,970	Low
X5	2,024	Europe	Black	Hybrid	Automatic	2.5	140,937	79,704	910	Low
M5	2,021	South America	White	Electric	Automatic	4.8	20,535	89,391	2,856	Low
5 Series	2,021	Asia	Grey	Hybrid	Automatic	3.7	143,114	108,049	9,217	High
5 Series	2,015	North America	Grey	Electric	Automatic	3.2	125,645	114,788	8,586	High
M5	2,012	South America	Grey	Petrol	Manual	3.5	161,359	96,596	525	Low
X6	2,021	South America	Red	Hybrid	Manual	4.1	91,526	54,606	6,269	Low
3 Series	2,016	South America	Blue	Petrol	Manual	2	163,636	99,267	1,261	Low
M3	2,018	Middle East	Blue	Hybrid	Manual	4.5	139,075	49,379	8,414	High
i8	2,012	Middle East	Blue	Petrol	Manual	4.9	166,587	40,153	2,874	Low
X1	2,011	Africa	Black	Hybrid	Manual	3.5	70,783	112,539	2,601	Low
M5	2,016	Middle East	Grey	Petrol	Automatic	3.9	33,672	114,005	4,916	Low
3 Series	2,016	Africa	Grey	Hybrid	Automatic	4.5	34,056	110,714	8,004	High
M3	2,013	Asia	Silver	Petrol	Manual	2.8	148,767	98,657	3,250	Low
X3	2,020	South America	White	Electric	Automatic	5	197,357	84,106	5,443	Low
X6	2,018	Middle East	Black	Petrol	Manual	3.9	82,265	35,068	6,004	Low
X3	2,023	Africa	Red	Electric	Automatic	3	62,776	115,639	7,167	High
X6	2,017	Europe	Red	Petrol	Automatic	3.9	187,435	90,725	9,738	High
7 Series	2,022	South America	Red	Electric	Automatic	3.3	9,362	106,291	6,084	Low
3 Series	2,022	North America	Blue	Diesel	Manual	1.9	33,652	41,983	6,904	Low
X3	2,010	North America	White	Hybrid	Automatic	4.3	189,482	98,025	3,515	Low
X3	2,010	South America	Black	Petrol	Manual	3.5	5,443	42,613	1,999	Low
X5	2,014	Africa	White	Petrol	Manual	4.3	99,647	96,159	8,544	High
M3	2,015	Africa	Red	Diesel	Automatic	2	133,772	89,463	9,618	High
i3	2,012	Asia	Blue	Petrol	Automatic	3.4	93,421	115,938	7,320	High
3 Series	2,022	Middle East	Black	Petrol	Automatic	4.2	58,505	99,148	986	Low
X1	2,018	South America	White	Diesel	Manual	5	198,319	59,374	9,561	High
i8	2,021	South America	White	Electric	Automatic	4.6	129,683	90,485	4,597	Low
5 Series	2,019	South America	Red	Diesel	Automatic	4.5	164,467	48,468	5,792	Low
i3	2,023	Asia	White	Hybrid	Automatic	2.4	54,699	68,133	6,598	Low
i8	2,024	Asia	Black	Electric	Manual	4.4	198,063	116,670	7,678	High
i8	2,015	South America	White	Petrol	Automatic	2.1	134,855	104,882	9,258	High
M3	2,013	North America	Black	Electric	Manual	2.2	65,599	90,330	4,125	Low
X1	2,021	Europe	White	Diesel	Automatic	1.9	25,038	59,770	8,272	High
5 Series	2,016	South America	Grey	Hybrid	Manual	4.5	187,420	106,348	4,543	Low
X6	2,017	Asia	Red	Diesel	Automatic	1.9	51,697	93,415	1,979	Low
X6	2,018	Africa	Black	Hybrid	Automatic	2	50,710	74,685	7,139	High
X1	2,022	Asia	Black	Petrol	Automatic	2.4	59,702	67,109	6,497	Low
3 Series	2,020	Asia	Black	Hybrid	Automatic	3.5	194,379	50,499	3,338	Low
X5	2,015	South America	Red	Electric	Manual	4.6	29,102	31,329	7,235	High
7 Series	2,024	North America	Silver	Hybrid	Automatic	3	90,347	98,880	5,146	Low
5 Series	2,015	Middle East	Red	Electric	Automatic	3.4	193,500	97,970	4,153	Low
M3	2,017	North America	White	Hybrid	Automatic	2.1	171,577	37,776	8,522	High
X1	2,021	Europe	Blue	Diesel	Automatic	2.4	159,377	35,814	2,510	Low
7 Series	2,014	Asia	Black	Electric	Manual	2	184,743	31,186	197	Low
i3	2,023	North America	Grey	Hybrid	Automatic	2.9	86,161	69,837	3,807	Low
3 Series	2,012	Asia	Blue	Petrol	Automatic	3.6	183,753	77,755	7,560	High
X3	2,021	Asia	Black	Petrol	Automatic	2.5	110,209	80,849	4,987	Low
X5	2,012	Middle East	Blue	Hybrid	Manual	4.5	135,889	103,094	369	Low
X3	2,022	Middle East	White	Petrol	Manual	4.9	13,545	107,232	3,046	Low
X3	2,015	Middle East	Red	Petrol	Manual	1.9	198,450	60,579	7,525	High
7 Series	2,011	Africa	Grey	Petrol	Manual	1.6	18,338	108,057	8,108	High
X1	2,015	Africa	White	Petrol	Automatic	4.3	122,761	61,530	299	Low
M3	2,022	Africa	Silver	Hybrid	Automatic	2.2	145,939	59,214	1,713	Low
5 Series	2,015	Europe	Blue	Petrol	Automatic	2.7	56,888	63,970	1,302	Low
M3	2,017	Africa	Red	Electric	Manual	2.9	1,676	49,265	5,643	Low
i3	2,016	Africa	Grey	Electric	Manual	4.7	4,724	116,647	8,461	High
3 Series	2,017	Asia	Silver	Diesel	Automatic	3.8	137,751	94,906	2,529	Low
X6	2,023	Asia	Black	Electric	Automatic	1.6	21,438	91,106	8,537	High
M3	2,018	North America	White	Hybrid	Automatic	1.6	21,618	43,063	932	Low
X5	2,015	North America	Grey	Diesel	Manual	2.2	105,261	30,638	9,927	High
7 Series	2,023	Africa	White	Petrol	Automatic	2.6	141,244	42,292	8,167	High
i8	2,012	North America	Grey	Petrol	Manual	3.2	67,914	60,058	1,240	Low
M5	2,019	South America	Blue	Petrol	Manual	4.4	41,918	95,581	7,458	High
i3	2,012	Asia	Silver	Hybrid	Manual	2.6	181,651	76,510	1,483	Low
M5	2,020	Asia	Red	Diesel	Manual	2.8	4,642	71,864	7,147	High
M3	2,021	North America	White	Diesel	Manual	2.7	72,140	78,454	7,506	High

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