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	Africa	Black	Hybrid	Automatic	3.3	196,499	96,763	4,125	Low
7 Series	2,015	Africa	Grey	Electric	Automatic	2.1	188,792	106,437	8,760	High
5 Series	2,013	North America	Blue	Diesel	Manual	3	83,414	81,681	2,339	Low
M5	2,011	Africa	Blue	Diesel	Manual	2.5	60,717	55,781	2,293	Low
X1	2,017	South America	White	Hybrid	Automatic	5	162,336	50,404	3,968	Low
3 Series	2,012	Asia	White	Hybrid	Manual	3.2	65,294	86,790	9,593	High
X3	2,011	Africa	Black	Petrol	Automatic	3	111,649	40,690	9,577	High
i3	2,021	Europe	Grey	Electric	Automatic	2.1	164,430	98,909	1,385	Low
5 Series	2,024	Europe	Blue	Diesel	Automatic	2.3	32,644	51,954	6,272	Low
M3	2,019	Africa	Silver	Diesel	Manual	4	134,490	109,556	1,358	Low
X5	2,016	South America	Silver	Diesel	Automatic	3.4	10,559	68,248	7,346	High
X1	2,019	North America	Grey	Electric	Automatic	2.8	183,929	81,960	2,240	Low
5 Series	2,015	Europe	White	Hybrid	Automatic	2.5	184,763	100,497	6,157	Low
X6	2,017	Middle East	Black	Diesel	Automatic	2.2	118,555	74,205	7,714	High
7 Series	2,022	North America	Grey	Electric	Automatic	1.6	137,480	93,482	4,848	Low
M3	2,023	South America	Black	Diesel	Manual	4.9	116,984	51,923	6,930	Low
M5	2,015	Africa	Blue	Electric	Manual	4.1	89,763	80,705	667	Low
i3	2,016	Africa	Silver	Petrol	Manual	4.7	86,280	68,888	9,641	High
M5	2,011	Asia	Grey	Diesel	Manual	2.9	40,698	84,524	1,356	Low
7 Series	2,019	South America	Silver	Hybrid	Manual	4.5	89,834	44,478	3,420	Low
5 Series	2,023	Asia	Silver	Electric	Automatic	2.4	80,172	37,709	9,160	High
M3	2,011	Europe	Black	Diesel	Automatic	3.3	122,294	74,594	653	Low
M3	2,015	Africa	Grey	Petrol	Manual	2.2	56,781	58,393	4,894	Low
X6	2,018	South America	Black	Electric	Manual	4.2	106,254	59,292	405	Low
i3	2,023	Asia	Silver	Diesel	Automatic	3.2	131,569	39,122	9,531	High
i8	2,012	Europe	Grey	Petrol	Manual	3.4	46,504	108,019	5,957	Low
7 Series	2,020	Africa	White	Diesel	Manual	4.5	169,537	69,992	371	Low
i8	2,019	South America	Blue	Electric	Manual	4.1	55,870	30,066	2,977	Low
3 Series	2,023	South America	Grey	Hybrid	Automatic	4.9	76,793	75,084	4,446	Low
M5	2,023	Europe	Red	Diesel	Manual	2.9	173,674	90,862	4,308	Low
5 Series	2,022	Middle East	White	Petrol	Manual	3.1	34,783	97,371	2,377	Low
M3	2,017	Asia	Black	Electric	Automatic	3.7	80,499	37,714	3,775	Low
i3	2,024	Asia	Silver	Diesel	Automatic	3.1	199,871	33,864	5,897	Low
5 Series	2,014	South America	Silver	Hybrid	Manual	3	135,672	56,385	2,215	Low
X5	2,022	Asia	Black	Petrol	Automatic	2.7	186,555	73,064	114	Low
X6	2,015	Asia	Grey	Hybrid	Manual	4.4	143,671	117,759	3,741	Low
3 Series	2,015	Asia	Red	Diesel	Automatic	3.4	89,308	32,824	6,499	Low
M3	2,020	Africa	White	Petrol	Manual	3.6	45,991	43,245	6,495	Low
3 Series	2,021	Middle East	Grey	Electric	Automatic	2.2	177,939	73,065	6,686	Low
X3	2,019	Europe	White	Electric	Manual	2.4	57,138	109,787	3,908	Low
X5	2,020	Asia	White	Electric	Automatic	2.7	143,236	47,017	9,007	High
X6	2,022	South America	Grey	Electric	Manual	3.1	99,793	83,514	7,576	High
X6	2,012	Africa	White	Hybrid	Manual	1.7	191,047	55,190	9,938	High
X5	2,020	Europe	Grey	Diesel	Automatic	4.6	4,785	105,511	4,521	Low
M5	2,020	Europe	White	Petrol	Automatic	4.7	132,294	74,753	287	Low
7 Series	2,014	North America	Grey	Hybrid	Automatic	3.8	174,167	81,315	6,560	Low
X5	2,021	North America	White	Hybrid	Automatic	2.6	72,123	34,257	6,143	Low
M3	2,010	Middle East	White	Electric	Manual	2.8	197,973	117,120	8,586	High
5 Series	2,011	Africa	Silver	Petrol	Manual	4.1	189,331	71,891	4,409	Low
M3	2,019	North America	Silver	Electric	Automatic	2.5	180,122	108,519	4,466	Low
i3	2,024	North America	Silver	Diesel	Manual	3.6	54,419	46,761	7,961	High
i3	2,012	Middle East	Red	Hybrid	Manual	4.7	52,613	53,058	8,326	High
M3	2,013	Asia	Grey	Hybrid	Automatic	2.9	139,391	54,998	709	Low
X3	2,022	Middle East	Grey	Diesel	Automatic	3.6	4,351	72,289	2,014	Low
3 Series	2,018	Europe	Blue	Diesel	Manual	4.8	158,328	119,319	3,289	Low
i8	2,010	Europe	Black	Diesel	Automatic	2.7	162,837	74,133	5,569	Low
7 Series	2,012	North America	Black	Hybrid	Manual	4.2	137,250	96,437	632	Low
X5	2,012	Europe	Black	Diesel	Manual	4.1	123,177	112,918	1,006	Low
3 Series	2,022	Middle East	Black	Petrol	Automatic	4.7	39,628	114,920	5,105	Low
X5	2,024	Africa	Blue	Petrol	Automatic	4.5	85,723	75,554	9,841	High
5 Series	2,022	Africa	Blue	Hybrid	Manual	4.1	127,763	33,552	2,078	Low
X3	2,015	North America	Blue	Petrol	Automatic	3.7	11,356	63,596	2,562	Low
7 Series	2,014	Middle East	Black	Diesel	Manual	2.3	56,132	69,181	9,370	High
X5	2,012	Middle East	Black	Electric	Automatic	3.8	168,834	35,117	3,851	Low
3 Series	2,013	Asia	Red	Hybrid	Automatic	2.5	147,583	49,779	1,631	Low
M5	2,020	South America	White	Electric	Manual	3	106,010	31,652	2,184	Low
i8	2,016	North America	Silver	Electric	Automatic	4	24,900	58,655	5,232	Low
i8	2,012	Asia	Grey	Hybrid	Automatic	3.9	72,188	98,493	5,329	Low
3 Series	2,018	Europe	Red	Diesel	Manual	2.9	113,015	114,475	8,392	High
3 Series	2,017	South America	Red	Petrol	Automatic	2.1	155,067	36,102	7,097	High
i3	2,022	North America	Blue	Diesel	Automatic	3.2	98,067	111,104	3,299	Low
i3	2,011	Asia	Grey	Electric	Manual	2.4	96,790	110,885	1,883	Low
i3	2,014	North America	Black	Diesel	Automatic	2.4	154,463	45,877	3,999	Low
X6	2,023	Asia	Silver	Hybrid	Automatic	2.6	69,105	61,988	279	Low
X3	2,013	Middle East	Grey	Hybrid	Manual	4	26,831	110,622	5,290	Low
X1	2,021	Asia	Silver	Petrol	Manual	3.2	7,834	56,849	9,805	High
i3	2,022	Europe	Grey	Petrol	Automatic	2.8	97,344	78,271	4,975	Low
X6	2,014	Asia	Silver	Diesel	Automatic	4.7	162,098	104,023	9,098	High
3 Series	2,012	South America	Red	Electric	Manual	4	130,503	117,208	1,694	Low
M5	2,019	South America	White	Petrol	Manual	3.2	112,555	112,697	2,546	Low
X6	2,024	Africa	Black	Diesel	Automatic	3	176,358	82,322	1,652	Low
i8	2,020	Europe	White	Diesel	Automatic	4.4	29,596	55,202	3,838	Low
X6	2,010	Africa	Grey	Hybrid	Manual	2.1	160,271	114,924	3,508	Low
3 Series	2,017	Africa	Black	Hybrid	Automatic	3.8	165,497	92,226	7,952	High
M5	2,018	Europe	Black	Petrol	Manual	1.6	92,652	37,444	4,841	Low
3 Series	2,017	Asia	Silver	Hybrid	Manual	1.5	148,536	103,640	6,643	Low
7 Series	2,013	Africa	Blue	Diesel	Manual	4.8	167,008	100,253	7,387	High
i3	2,021	Africa	Red	Hybrid	Automatic	3.3	107,283	105,994	4,500	Low
M3	2,011	South America	Blue	Hybrid	Manual	2.6	25,317	111,511	3,840	Low
i8	2,013	Middle East	Blue	Diesel	Manual	4.3	194,467	31,702	8,642	High
i3	2,023	Africa	White	Diesel	Manual	4.9	153,439	88,086	4,500	Low
5 Series	2,018	South America	Red	Electric	Manual	1.6	145,073	87,243	9,970	High
i3	2,019	Europe	Blue	Hybrid	Manual	1.6	116,875	109,860	687	Low
X6	2,018	Middle East	Red	Petrol	Automatic	4.5	81,265	77,962	1,705	Low
5 Series	2,014	Asia	Black	Petrol	Manual	3.4	65,958	43,636	3,398	Low
X1	2,014	South America	Red	Electric	Automatic	4.6	105,918	82,199	4,067	Low
i3	2,019	South America	Silver	Hybrid	Manual	3.9	119,457	105,935	2,018	Low
X1	2,012	Asia	Grey	Diesel	Manual	3.1	96,011	58,452	7,385	High
X6	2,023	North America	White	Hybrid	Manual	2.1	163,856	94,123	4,846	Low
X3	2,024	North America	Red	Hybrid	Automatic	2.9	137,989	31,665	8,695	High

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