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	2,021	Asia	Red	Electric	Automatic	2.9	5,084	46,552	4,354	Low
3 Series	2,012	South America	Red	Electric	Automatic	4	111,580	100,957	4,222	Low
X6	2,010	Middle East	Black	Diesel	Manual	4.7	51,318	84,989	5,401	Low
X1	2,010	Europe	Silver	Diesel	Automatic	3.2	163,031	60,545	5,419	Low
3 Series	2,015	Asia	Red	Hybrid	Automatic	4.9	153,110	88,362	8,241	High
M5	2,012	Asia	Red	Hybrid	Manual	3.3	97,110	104,108	4,035	Low
X5	2,013	Europe	Silver	Hybrid	Automatic	1.9	102,997	96,664	4,021	Low
M5	2,010	Europe	White	Diesel	Manual	3.3	50,981	68,105	5,764	Low
7 Series	2,017	North America	Silver	Electric	Automatic	4.5	85,530	56,654	7,257	High
X1	2,010	Europe	Red	Diesel	Automatic	3.4	92,317	52,312	8,640	High
5 Series	2,014	Africa	Red	Hybrid	Automatic	4.1	116,287	78,175	1,797	Low
X3	2,015	Africa	Red	Diesel	Manual	3.4	77,509	62,745	832	Low
X3	2,024	North America	Blue	Hybrid	Automatic	3.4	117,594	64,578	3,962	Low
3 Series	2,011	Africa	Red	Hybrid	Automatic	2.5	194,837	35,574	198	Low
i3	2,016	South America	Red	Diesel	Automatic	2.2	196,428	67,007	7,367	High
i3	2,016	Europe	Grey	Petrol	Automatic	2.5	170,046	41,671	2,532	Low
X6	2,010	North America	Grey	Electric	Automatic	3	58,362	99,829	3,732	Low
X5	2,013	Asia	Red	Hybrid	Manual	4.3	176,352	104,575	1,125	Low
X5	2,021	Middle East	White	Petrol	Automatic	4.4	156,757	77,864	8,983	High
7 Series	2,022	Asia	White	Electric	Manual	2.1	80,262	43,411	196	Low
X6	2,013	Africa	White	Petrol	Automatic	3.4	29,113	77,270	2,779	Low
i3	2,014	Asia	Silver	Petrol	Automatic	3	10,696	52,926	4,005	Low
5 Series	2,010	South America	Silver	Diesel	Automatic	3.5	99,989	82,455	1,551	Low
5 Series	2,010	Europe	Red	Electric	Manual	3.8	15,769	37,409	7,159	High
X1	2,016	Africa	Blue	Electric	Manual	2.5	119,775	106,621	3,443	Low
M5	2,018	South America	Grey	Petrol	Manual	4.7	93,148	106,159	9,438	High
M5	2,010	Europe	Silver	Hybrid	Manual	4.8	175,140	108,971	7,252	High
i8	2,011	Middle East	Red	Hybrid	Automatic	1.9	24,739	68,293	6,218	Low
X3	2,015	Asia	Red	Electric	Automatic	4	35,501	99,185	4,927	Low
X3	2,024	Africa	Red	Hybrid	Manual	1.6	87,689	110,241	2,536	Low
X1	2,024	North America	Grey	Diesel	Manual	1.7	72,150	57,311	7,862	High
X3	2,015	Africa	White	Petrol	Automatic	4.9	72,068	99,814	1,039	Low
X5	2,011	Africa	Silver	Hybrid	Manual	3.9	14,847	73,758	2,999	Low
X6	2,018	North America	Silver	Hybrid	Manual	2.6	132,810	100,995	4,299	Low
X6	2,013	Middle East	Black	Petrol	Manual	3.8	191,627	45,449	4,396	Low
X3	2,022	Asia	Grey	Hybrid	Automatic	4.5	170,003	36,726	8,821	High
i8	2,016	North America	Red	Diesel	Manual	4.5	71,561	96,101	1,046	Low
M5	2,015	Asia	Black	Hybrid	Automatic	1.6	50,841	37,191	6,173	Low
M5	2,020	Europe	White	Hybrid	Automatic	4.4	165,131	30,399	5,374	Low
X5	2,022	North America	Grey	Diesel	Manual	4.5	84,073	106,864	8,474	High
i3	2,020	North America	Blue	Electric	Automatic	3.6	56,317	99,091	6,032	Low
3 Series	2,012	Africa	Silver	Electric	Automatic	3.2	8,664	69,899	1,878	Low
X6	2,017	Asia	Silver	Electric	Manual	1.9	64,135	103,228	3,761	Low
X5	2,016	North America	Black	Hybrid	Manual	2.3	5,395	91,685	4,816	Low
X6	2,018	Africa	Silver	Hybrid	Manual	3.2	114,633	62,261	8,990	High
i8	2,012	South America	White	Electric	Manual	4.5	23,000	66,602	3,113	Low
X3	2,010	Middle East	Red	Diesel	Automatic	4.3	143,918	54,413	5,068	Low
M3	2,011	Africa	White	Petrol	Manual	3.2	34,141	77,716	7,053	High
5 Series	2,021	South America	Blue	Petrol	Manual	4.2	46,795	104,785	2,659	Low
7 Series	2,020	North America	Silver	Hybrid	Automatic	4.2	115,331	34,379	9,378	High
3 Series	2,024	North America	Red	Petrol	Manual	3.5	199,360	55,566	1,005	Low
X6	2,021	South America	Blue	Petrol	Automatic	2.3	76,979	53,353	9,719	High
X1	2,010	Africa	Blue	Petrol	Automatic	2.7	183,270	85,011	7,142	High
M5	2,020	Asia	Black	Diesel	Automatic	2.1	150,791	105,027	6,716	Low
i3	2,014	Middle East	Silver	Diesel	Automatic	1.5	157,088	67,287	1,418	Low
X6	2,024	Asia	Red	Electric	Manual	1.8	92,286	101,357	3,319	Low
M3	2,019	Europe	Grey	Electric	Manual	4.2	158,841	66,462	4,167	Low
i3	2,023	Africa	Red	Hybrid	Automatic	1.6	118,758	57,760	6,481	Low
i8	2,011	Asia	Silver	Petrol	Automatic	2.9	78,242	47,119	4,739	Low
X3	2,012	Africa	Red	Electric	Manual	5	62,616	100,532	2,354	Low
X3	2,017	Africa	Black	Diesel	Automatic	4.3	70,846	77,397	1,738	Low
M5	2,024	Africa	White	Petrol	Manual	4.1	18,727	87,865	8,228	High
5 Series	2,019	South America	Silver	Petrol	Automatic	2.5	186,173	84,628	3,924	Low
3 Series	2,023	South America	Silver	Electric	Automatic	3.7	164,507	102,302	2,111	Low
3 Series	2,014	South America	Red	Hybrid	Automatic	3.2	18,274	72,689	2,656	Low
5 Series	2,013	South America	Black	Hybrid	Automatic	3.7	56,626	77,046	7,979	High
i8	2,014	Middle East	Red	Diesel	Automatic	3	116,207	82,810	3,845	Low
i3	2,019	Middle East	White	Electric	Manual	3.4	128,578	96,053	9,740	High
X5	2,015	Africa	Red	Diesel	Automatic	5	92,481	57,759	1,354	Low
M5	2,021	Africa	Black	Diesel	Manual	2.7	124,751	41,289	4,397	Low
X6	2,016	South America	Blue	Diesel	Manual	2.3	106,877	63,926	3,315	Low
M3	2,023	Asia	Silver	Petrol	Automatic	3.1	197,872	80,479	415	Low
X1	2,022	Europe	White	Electric	Manual	3.3	64,238	66,544	7,792	High
i3	2,018	Middle East	Black	Diesel	Automatic	1.8	151,789	79,230	3,501	Low
X1	2,010	Asia	White	Hybrid	Automatic	4.3	170,747	113,550	8,593	High
3 Series	2,013	Europe	Grey	Electric	Manual	3	132,448	64,066	3,039	Low
M5	2,021	Asia	Silver	Hybrid	Automatic	2.9	179,640	59,951	1,239	Low
7 Series	2,021	Middle East	Red	Hybrid	Automatic	3.8	96,022	107,573	2,372	Low
X5	2,018	Middle East	Grey	Diesel	Automatic	4.2	116,830	119,250	7,715	High
X5	2,014	Africa	Black	Hybrid	Manual	5	144,209	77,852	4,106	Low
i8	2,017	South America	Blue	Petrol	Automatic	2.1	47,059	102,888	937	Low
7 Series	2,021	Africa	Red	Diesel	Manual	2.7	112,519	62,528	9,000	High
i3	2,010	Africa	Grey	Diesel	Automatic	2.1	16,477	83,949	5,156	Low
X5	2,013	Middle East	Red	Petrol	Manual	4.6	149,221	62,777	7,193	High
X6	2,021	Middle East	Black	Electric	Automatic	3.4	125,853	42,387	9,057	High
3 Series	2,023	North America	Silver	Diesel	Manual	4.5	18,067	94,073	5,280	Low
X5	2,021	Middle East	White	Hybrid	Manual	4.9	107,593	53,795	2,151	Low
X1	2,018	South America	White	Diesel	Manual	3.4	153,964	59,315	325	Low
7 Series	2,022	South America	White	Petrol	Manual	1.9	188,059	58,923	6,173	Low
X5	2,010	South America	Black	Electric	Automatic	2.8	188,818	74,487	1,509	Low
3 Series	2,010	Europe	White	Hybrid	Automatic	1.6	79,489	34,375	3,558	Low
5 Series	2,013	South America	White	Petrol	Automatic	4.5	154,156	75,887	3,261	Low
X3	2,023	Middle East	Red	Petrol	Manual	1.6	175,194	70,174	7,959	High
X5	2,012	North America	Blue	Electric	Automatic	3.6	73,260	100,753	3,115	Low
i3	2,016	Middle East	Grey	Diesel	Automatic	1.9	173,373	78,971	2,234	Low
X5	2,020	Africa	Red	Electric	Automatic	1.5	44,467	111,529	2,459	Low
i8	2,012	Europe	Grey	Petrol	Manual	2.4	86,444	86,105	5,302	Low
M5	2,010	Asia	Black	Hybrid	Manual	3.4	195,532	39,195	843	Low
i8	2,021	North America	Black	Petrol	Manual	1.8	169,739	88,010	4,006	Low
i3	2,024	Europe	Grey	Hybrid	Manual	3.7	137,726	44,501	9,242	High

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