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	2,010	Europe	Red	Petrol	Manual	2.7	41,013	37,464	8,833	High
3 Series	2,010	Middle East	White	Hybrid	Automatic	3.4	153,323	87,061	9,672	High
i8	2,024	Africa	White	Electric	Manual	4.8	13,299	86,779	5,366	Low
3 Series	2,016	North America	Red	Diesel	Automatic	1.8	85,734	80,103	7,825	High
X5	2,016	Africa	Grey	Diesel	Automatic	1.9	25,848	75,694	9,306	High
M5	2,011	Middle East	Blue	Electric	Automatic	5	35,588	57,296	9,776	High
M5	2,018	Middle East	Silver	Diesel	Manual	4.9	127,013	67,301	6,138	Low
5 Series	2,018	North America	Black	Petrol	Automatic	4.2	80,560	97,727	1,500	Low
X3	2,014	Middle East	White	Diesel	Automatic	3.2	46,414	108,996	1,270	Low
X6	2,024	Middle East	Grey	Electric	Automatic	3.3	8,643	46,239	871	Low
i3	2,024	Asia	Black	Diesel	Automatic	2.4	194,870	50,881	9,965	High
X5	2,012	Europe	Grey	Petrol	Automatic	3	115,941	75,330	5,624	Low
i3	2,012	Middle East	Grey	Electric	Automatic	3	120,222	109,687	4,477	Low
i3	2,021	Middle East	Grey	Hybrid	Automatic	1.6	36,673	77,325	818	Low
X6	2,012	South America	Silver	Petrol	Automatic	3.1	76,358	39,674	2,445	Low
i3	2,015	North America	Black	Hybrid	Automatic	3.2	15,741	114,975	1,829	Low
i3	2,013	North America	Black	Petrol	Automatic	3.8	98,588	75,147	6,284	Low
X6	2,017	Africa	Red	Petrol	Automatic	3.3	93,725	33,007	9,763	High
X5	2,024	South America	Silver	Electric	Manual	4.5	170,194	31,330	7,817	High
X6	2,022	Europe	Red	Electric	Manual	2.8	116,208	75,221	3,243	Low
i8	2,020	Europe	White	Hybrid	Automatic	2.9	2,979	53,496	343	Low
X5	2,022	Europe	Red	Hybrid	Automatic	3.5	31,156	88,785	5,627	Low
7 Series	2,020	Asia	Black	Hybrid	Automatic	2.2	45,496	114,298	9,682	High
X5	2,020	Middle East	Blue	Petrol	Manual	2.9	93,314	86,021	256	Low
M3	2,014	Europe	Grey	Diesel	Manual	3.9	78,365	65,264	8,368	High
i3	2,010	Asia	White	Electric	Automatic	2.9	2,916	64,376	7,304	High
3 Series	2,018	Asia	White	Electric	Automatic	4.7	4,111	105,687	6,170	Low
X6	2,010	Asia	Red	Electric	Automatic	3.7	77,298	46,893	1,904	Low
M5	2,015	Africa	Black	Hybrid	Automatic	2	193,326	97,376	8,022	High
7 Series	2,010	North America	Red	Petrol	Automatic	3.2	111,004	92,252	4,219	Low
X6	2,012	South America	Silver	Diesel	Automatic	4.2	98,970	37,532	1,055	Low
X3	2,024	Middle East	Grey	Petrol	Manual	3.8	163,500	50,593	6,848	Low
5 Series	2,019	Asia	Black	Hybrid	Manual	4.6	55,653	86,723	811	Low
i3	2,014	Middle East	Blue	Diesel	Manual	4.1	153,278	49,910	1,799	Low
i3	2,024	South America	Blue	Electric	Automatic	1.7	157,201	81,614	8,328	High
i3	2,019	Asia	Red	Hybrid	Manual	1.9	76,839	105,686	8,601	High
5 Series	2,016	Africa	Blue	Petrol	Automatic	3.8	123,716	106,250	9,308	High
X1	2,023	Africa	Black	Diesel	Manual	2.3	178,313	67,778	280	Low
X5	2,019	North America	Black	Diesel	Automatic	3.6	135,253	98,905	2,844	Low
i8	2,017	North America	Red	Electric	Automatic	4.3	136,936	116,098	206	Low
M3	2,021	Europe	White	Electric	Automatic	3.5	64,056	72,332	2,891	Low
5 Series	2,018	North America	Black	Hybrid	Manual	3	191,968	50,635	5,592	Low
i8	2,015	North America	White	Hybrid	Manual	3.8	139,403	117,473	9,939	High
M5	2,024	Asia	Black	Petrol	Automatic	2	83,664	98,081	6,715	Low
M3	2,020	Asia	Blue	Diesel	Automatic	4	77,371	113,021	2,770	Low
M3	2,018	Africa	White	Hybrid	Automatic	3.9	33,121	45,630	3,809	Low
X5	2,017	South America	Red	Hybrid	Manual	3.3	169,144	108,354	7,514	High
3 Series	2,018	Middle East	Silver	Petrol	Manual	2.5	15,540	65,535	2,007	Low
X6	2,019	Asia	White	Petrol	Manual	4.3	46,606	52,307	7,731	High
X1	2,013	Europe	Black	Hybrid	Automatic	3.3	194,760	79,828	1,134	Low
X5	2,018	Middle East	Silver	Petrol	Automatic	1.7	89,999	110,048	4,710	Low
i3	2,024	Europe	Grey	Electric	Automatic	4.7	17,479	99,556	7,558	High
i8	2,016	Middle East	Silver	Hybrid	Manual	4.2	132,029	42,627	9,219	High
i8	2,014	Africa	Red	Hybrid	Automatic	3.5	177,878	34,759	455	Low
5 Series	2,014	North America	Blue	Electric	Automatic	3	111,595	94,536	8,979	High
M5	2,010	Middle East	Blue	Diesel	Automatic	4.9	63,110	95,417	7,484	High
M5	2,011	South America	White	Petrol	Automatic	4.2	87,134	47,723	8,293	High
i8	2,019	Europe	Black	Electric	Manual	3.4	61,385	54,639	7,292	High
M5	2,012	South America	Black	Petrol	Manual	3.8	125,582	100,199	967	Low
X1	2,023	Middle East	Grey	Petrol	Manual	2.5	168,454	101,291	4,628	Low
X1	2,023	Asia	Silver	Hybrid	Automatic	2.2	67,817	51,264	708	Low
X6	2,017	Asia	Blue	Diesel	Manual	2.5	91,384	92,463	7,784	High
3 Series	2,015	North America	Black	Electric	Automatic	2.5	102,452	68,825	4,356	Low
3 Series	2,021	Asia	White	Hybrid	Automatic	4.1	24,725	44,197	8,280	High
i8	2,019	Europe	Red	Electric	Automatic	2	133,478	68,760	6,037	Low
5 Series	2,020	Middle East	Red	Petrol	Manual	4.2	80,980	75,389	6,047	Low
M3	2,022	Asia	Blue	Hybrid	Manual	3.3	182,676	44,927	7,447	High
X6	2,024	Asia	Black	Petrol	Automatic	2.8	49,497	62,089	1,362	Low
M5	2,023	Europe	Black	Petrol	Automatic	2.6	113,653	77,528	9,970	High
3 Series	2,014	Middle East	Blue	Electric	Manual	3.3	9,545	83,056	2,246	Low
3 Series	2,022	Europe	Red	Electric	Manual	2.6	69,976	30,454	7,176	High
X6	2,010	North America	Black	Diesel	Manual	3	13,757	48,078	4,096	Low
5 Series	2,021	Asia	Silver	Diesel	Manual	4.1	75,315	45,720	1,217	Low
M3	2,020	North America	Red	Petrol	Automatic	3.7	87,631	63,181	2,585	Low
5 Series	2,021	Europe	White	Petrol	Manual	4.1	94,948	84,190	8,000	High
X3	2,018	South America	Red	Electric	Automatic	4	168,131	64,897	2,308	Low
X6	2,012	Middle East	Black	Diesel	Manual	4.4	111,356	116,379	3,877	Low
3 Series	2,012	North America	Black	Hybrid	Manual	2.2	176,123	76,039	3,305	Low
M3	2,011	Europe	Silver	Diesel	Automatic	5	147,985	41,450	4,266	Low
i8	2,013	South America	White	Electric	Automatic	3.2	163,876	53,772	9,154	High
i3	2,021	Europe	White	Hybrid	Manual	4	21,066	57,816	3,516	Low
X6	2,011	North America	White	Petrol	Manual	3.9	23,500	72,959	1,076	Low
X3	2,022	North America	Red	Diesel	Automatic	3.5	120,069	47,131	5,399	Low
7 Series	2,018	North America	Blue	Diesel	Automatic	5	36,896	112,410	2,058	Low
X5	2,021	Africa	Blue	Hybrid	Automatic	2.3	65,428	70,994	4,011	Low
M5	2,019	North America	Black	Electric	Automatic	3	83,550	111,521	4,515	Low
X5	2,016	Middle East	White	Hybrid	Manual	1.9	143,491	100,221	377	Low
i3	2,017	South America	Red	Petrol	Manual	2.1	54,487	31,586	8,484	High
X6	2,012	North America	Red	Hybrid	Automatic	4	155,082	31,824	8,453	High
M5	2,015	Europe	Black	Electric	Manual	1.5	152,791	55,193	225	Low
7 Series	2,024	Europe	Grey	Petrol	Automatic	4.6	70,027	37,549	3,101	Low
X5	2,019	North America	Blue	Hybrid	Automatic	3.7	78,525	99,622	3,721	Low
M5	2,015	South America	Grey	Hybrid	Manual	3	55,966	94,953	8,692	High
7 Series	2,022	Middle East	Grey	Hybrid	Manual	2.7	64,707	97,657	3,302	Low
i3	2,010	Africa	Grey	Petrol	Manual	1.9	130,407	58,891	3,392	Low
X3	2,015	Africa	Red	Hybrid	Manual	4.7	1,835	47,603	6,903	Low
7 Series	2,022	Middle East	Black	Petrol	Automatic	4	169,235	35,511	7,771	High
7 Series	2,023	Asia	Blue	Diesel	Automatic	2.7	182,789	97,744	9,470	High
X5	2,012	Asia	Black	Hybrid	Automatic	1.7	10,540	52,188	3,618	Low
3 Series	2,020	Europe	Silver	Hybrid	Manual	2.6	83,652	58,391	9,645	High

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