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
i3	2,010	South America	Red	Hybrid	Manual	3.6	161,511	110,354	5,904	Low
3 Series	2,022	Asia	Grey	Diesel	Automatic	2.5	34,245	62,584	2,736	Low
X5	2,023	Middle East	Red	Hybrid	Automatic	4.1	36,618	99,733	5,424	Low
X5	2,016	Europe	White	Hybrid	Manual	4	34,634	44,705	5,330	Low
X1	2,012	Europe	Silver	Electric	Manual	3.4	57,194	61,585	8,875	High
X3	2,020	North America	Blue	Hybrid	Manual	2.3	197,927	79,540	4,800	Low
X5	2,017	Africa	Red	Petrol	Manual	2.4	134,207	80,129	9,044	High
M5	2,012	Africa	Grey	Hybrid	Automatic	2.8	101,075	57,456	6,328	Low
X3	2,023	Asia	White	Petrol	Manual	2	166,361	112,855	9,570	High
5 Series	2,023	Asia	Grey	Hybrid	Manual	2.7	108,770	35,861	9,581	High
X5	2,022	North America	White	Diesel	Manual	3.9	10,495	49,281	4,537	Low
X1	2,010	Asia	Silver	Electric	Automatic	4.4	12,524	105,902	520	Low
X1	2,022	North America	Grey	Hybrid	Automatic	2.7	70,121	48,984	8,866	High
X5	2,022	Asia	Blue	Hybrid	Automatic	2.3	68,248	77,131	2,966	Low
i3	2,023	South America	White	Electric	Automatic	4.4	5,405	60,378	7,646	High
X1	2,017	Middle East	Silver	Diesel	Manual	4.6	59,047	70,856	3,263	Low
X3	2,012	Asia	Red	Hybrid	Manual	2.9	25,112	51,835	9,016	High
X1	2,011	Middle East	Grey	Hybrid	Automatic	1.6	90,476	70,631	5,565	Low
M3	2,010	North America	Red	Diesel	Automatic	3.9	198,938	58,120	2,722	Low
X3	2,023	Asia	Silver	Diesel	Automatic	4.2	162,043	33,260	1,655	Low
M5	2,012	South America	Silver	Hybrid	Manual	1.6	48,067	88,746	6,100	Low
X5	2,024	Middle East	White	Electric	Automatic	3.6	36,859	118,946	5,862	Low
i3	2,011	Asia	Black	Electric	Manual	3.6	153,149	39,362	1,160	Low
3 Series	2,011	North America	White	Hybrid	Automatic	2.8	56,015	45,402	2,100	Low
3 Series	2,015	Europe	White	Petrol	Manual	4.1	197,020	81,953	175	Low
X1	2,021	South America	Blue	Diesel	Automatic	3	82,274	85,576	2,195	Low
i8	2,010	Africa	Black	Diesel	Automatic	3.9	198,804	33,223	6,579	Low
i8	2,011	South America	Silver	Hybrid	Manual	3.3	106,664	61,970	3,827	Low
3 Series	2,023	North America	Black	Diesel	Manual	2.4	170,398	82,963	3,088	Low
i3	2,015	South America	Black	Petrol	Manual	3.6	184,466	97,628	2,542	Low
i8	2,012	South America	Black	Petrol	Manual	4.1	61,733	96,162	4,823	Low
X6	2,024	Asia	White	Hybrid	Automatic	4.9	70,559	96,495	4,981	Low
3 Series	2,013	Middle East	White	Hybrid	Automatic	2.8	37,891	32,883	1,902	Low
7 Series	2,010	Middle East	Blue	Diesel	Manual	1.7	178,253	42,861	7,867	High
M5	2,017	Asia	White	Hybrid	Manual	5	188,519	60,696	7,894	High
i8	2,022	North America	Red	Diesel	Automatic	3.7	109,138	91,576	2,132	Low
X5	2,016	Middle East	Blue	Petrol	Manual	4.8	82,991	76,797	703	Low
X5	2,016	Africa	Blue	Petrol	Automatic	1.9	194,975	81,085	8,538	High
X6	2,012	Africa	Red	Diesel	Automatic	2.7	7,036	65,054	324	Low
X5	2,019	North America	Red	Hybrid	Manual	2	108,807	38,649	5,893	Low
X1	2,019	Middle East	Black	Petrol	Automatic	4.4	162,436	112,518	156	Low
3 Series	2,012	Asia	Grey	Hybrid	Manual	4.6	45,767	119,809	2,198	Low
X1	2,023	Africa	Red	Electric	Automatic	3.3	6,320	63,428	9,172	High
3 Series	2,011	Europe	Grey	Petrol	Manual	2.2	79,557	93,069	6,787	Low
X1	2,021	Asia	Red	Diesel	Manual	1.9	76,386	55,433	5,468	Low
X6	2,010	South America	Red	Diesel	Manual	3.6	160,052	91,910	1,032	Low
X1	2,016	Asia	Red	Electric	Automatic	3.3	76,670	52,947	7,800	High
X3	2,016	South America	Grey	Petrol	Automatic	3.9	195,004	106,047	3,722	Low
X6	2,021	South America	Grey	Diesel	Manual	2.6	102,845	68,557	7,747	High
7 Series	2,011	North America	Silver	Hybrid	Manual	2.9	165,322	85,496	6,834	Low
X3	2,016	Africa	Grey	Petrol	Manual	1.6	3,468	57,722	8,317	High
7 Series	2,022	North America	Red	Petrol	Automatic	3.6	143,192	98,375	5,499	Low
i8	2,017	Middle East	Black	Petrol	Manual	3	53,660	79,095	1,505	Low
i3	2,010	Asia	Grey	Electric	Automatic	4.7	179,702	59,177	6,207	Low
i8	2,018	Middle East	White	Electric	Manual	3.7	136,482	56,712	1,730	Low
X1	2,016	South America	Grey	Diesel	Automatic	2.9	74,841	114,212	1,987	Low
M3	2,012	South America	Black	Petrol	Automatic	2.4	13,907	84,496	1,435	Low
i8	2,017	Africa	Blue	Electric	Automatic	4.7	140,518	83,607	9,217	High
X1	2,016	Europe	Blue	Diesel	Manual	1.6	173,418	88,694	4,983	Low
M5	2,020	South America	Silver	Diesel	Manual	2.6	189,992	93,470	9,172	High
7 Series	2,024	Asia	Red	Hybrid	Automatic	4.8	121,582	111,735	7,065	High
5 Series	2,022	Middle East	Black	Electric	Manual	3.8	110,891	51,044	5,114	Low
X6	2,017	Middle East	Blue	Hybrid	Manual	3.4	142,469	116,101	8,803	High
7 Series	2,015	South America	Silver	Hybrid	Automatic	2.2	57,022	48,602	2,556	Low
X1	2,018	North America	White	Petrol	Automatic	4.4	132,983	100,209	9,462	High
i3	2,024	South America	White	Diesel	Manual	2.2	116,337	30,067	624	Low
X3	2,014	Middle East	Red	Diesel	Manual	2.4	11,560	65,945	440	Low
M5	2,012	Europe	Blue	Hybrid	Automatic	2.2	136,682	70,964	7,354	High
i8	2,012	Africa	Silver	Hybrid	Manual	2.1	81,362	38,764	5,899	Low
i3	2,010	North America	Red	Diesel	Manual	4.8	103,401	96,363	3,577	Low
X1	2,021	North America	Red	Hybrid	Automatic	3.6	6,634	64,792	8,656	High
X6	2,024	Middle East	White	Hybrid	Automatic	3.7	57,381	61,931	4,194	Low
i8	2,017	Asia	Blue	Electric	Manual	4.8	80,040	65,662	7,956	High
X1	2,011	Europe	Black	Petrol	Automatic	2.3	107,550	50,806	6,936	Low
5 Series	2,012	Africa	Black	Diesel	Manual	1.5	110,991	111,904	2,651	Low
5 Series	2,017	South America	Black	Petrol	Automatic	3.6	167,546	44,539	4,139	Low
M5	2,023	Africa	Red	Diesel	Automatic	3.3	197,506	111,648	9,209	High
X1	2,017	South America	White	Hybrid	Manual	3.2	199,759	62,749	5,304	Low
i3	2,023	North America	Black	Electric	Automatic	1.7	81,905	89,800	6,939	Low
X5	2,020	South America	White	Hybrid	Automatic	3.1	156,303	59,446	4,988	Low
X1	2,013	South America	Grey	Diesel	Manual	2.5	54,851	56,855	2,238	Low
X1	2,013	Middle East	White	Electric	Manual	2.5	75,844	81,784	7,149	High
X1	2,014	Asia	Grey	Diesel	Manual	2.3	183,477	100,001	4,161	Low
i3	2,015	North America	White	Petrol	Manual	2.7	74,971	37,683	5,113	Low
X5	2,014	North America	Blue	Hybrid	Automatic	2.7	191,318	74,522	7,311	High
X5	2,023	Africa	Red	Diesel	Manual	2.6	173,586	86,427	2,055	Low
3 Series	2,024	Middle East	Black	Electric	Automatic	4.9	154,200	43,597	6,551	Low
X1	2,016	Asia	Black	Electric	Automatic	4.8	594	104,886	700	Low
7 Series	2,011	North America	Black	Electric	Automatic	3.5	28,930	36,714	8,840	High
7 Series	2,016	North America	Black	Diesel	Manual	4.9	110,343	81,324	1,923	Low
X1	2,019	Asia	Grey	Electric	Automatic	5	154,329	44,766	3,329	Low
M3	2,016	Middle East	Red	Petrol	Manual	2.7	107,216	40,497	5,025	Low
3 Series	2,010	North America	White	Petrol	Automatic	3.1	45,376	79,802	280	Low
5 Series	2,016	North America	Blue	Diesel	Automatic	4.9	820	41,397	6,273	Low
i8	2,014	Africa	Silver	Electric	Automatic	3.6	157,452	103,365	8,517	High
X1	2,012	North America	Silver	Electric	Manual	2.2	158,904	77,621	1,132	Low
7 Series	2,022	Africa	Silver	Electric	Manual	3.9	98,315	44,722	4,824	Low
i3	2,012	South America	Blue	Electric	Manual	2.2	126,687	80,652	863	Low
M3	2,013	Africa	Red	Diesel	Manual	2.7	55,383	44,772	1,897	Low
M5	2,022	South America	Blue	Electric	Automatic	2.3	153,697	36,012	686	Low

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