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	2,020	Europe	White	Petrol	Manual	1.9	87,317	107,713	6,773	Low
i3	2,010	South America	Red	Hybrid	Automatic	2.9	167,607	80,235	9,825	High
3 Series	2,021	Middle East	Red	Diesel	Automatic	2.1	174,549	98,456	9,155	High
M5	2,019	Africa	Black	Electric	Automatic	2.9	147,932	76,746	5,901	Low
M5	2,018	North America	Red	Petrol	Automatic	2.5	77,735	115,583	8,992	High
X3	2,016	South America	Silver	Diesel	Manual	3.6	129,398	93,814	4,916	Low
X5	2,013	Africa	Blue	Electric	Automatic	2.8	160,473	30,838	4,575	Low
3 Series	2,021	South America	White	Electric	Manual	4	185,262	107,349	9,611	High
3 Series	2,015	Middle East	White	Hybrid	Automatic	3.3	186,996	39,518	4,600	Low
M5	2,023	South America	Black	Diesel	Automatic	4.7	163,518	99,056	7,014	High
X5	2,011	Europe	White	Electric	Automatic	1.8	19,285	70,227	7,610	High
3 Series	2,016	North America	Red	Electric	Manual	3.9	160,677	51,549	4,927	Low
7 Series	2,011	Asia	Black	Petrol	Automatic	3.9	27,272	47,622	7,885	High
X3	2,019	Europe	Blue	Hybrid	Manual	4.8	73,315	112,182	2,780	Low
X6	2,017	Asia	White	Petrol	Manual	2.8	5,809	58,146	8,172	High
i8	2,017	South America	Red	Diesel	Automatic	2.6	136,687	85,940	4,504	Low
M5	2,010	Middle East	White	Petrol	Manual	2.1	119,523	117,513	2,888	Low
i3	2,022	South America	White	Electric	Automatic	2.4	150,367	33,019	8,355	High
5 Series	2,017	Europe	Black	Diesel	Manual	3.3	125,279	57,971	6,305	Low
X3	2,011	Africa	Silver	Petrol	Automatic	4.4	28,797	69,728	3,704	Low
7 Series	2,015	South America	Red	Diesel	Manual	2.5	11,068	34,007	8,930	High
X6	2,022	Asia	White	Electric	Automatic	2.1	128,918	92,714	9,756	High
3 Series	2,010	North America	Silver	Petrol	Manual	2.5	135,705	73,723	2,447	Low
X6	2,014	North America	Black	Petrol	Automatic	1.9	41,077	98,009	6,345	Low
M3	2,020	North America	Black	Petrol	Manual	4.7	44,495	74,399	325	Low
X1	2,016	Europe	Black	Diesel	Manual	4.6	138,469	85,239	2,761	Low
M3	2,022	Middle East	White	Diesel	Automatic	2.6	18,672	81,864	7,372	High
X3	2,019	Europe	Blue	Hybrid	Automatic	2.4	110,594	66,478	4,696	Low
3 Series	2,010	South America	Black	Hybrid	Automatic	4.7	156,140	67,870	5,870	Low
7 Series	2,024	South America	Silver	Diesel	Manual	1.5	121,025	55,122	4,685	Low
M3	2,011	South America	White	Hybrid	Automatic	3.6	93,347	48,499	1,976	Low
i8	2,016	South America	Blue	Petrol	Automatic	4.7	100,168	63,348	2,013	Low
M3	2,015	North America	White	Electric	Automatic	3.3	167,802	64,270	7,754	High
M5	2,012	Europe	White	Hybrid	Automatic	1.5	59,607	94,975	6,621	Low
M5	2,023	South America	Silver	Electric	Automatic	2.3	95,728	108,308	3,758	Low
i8	2,019	South America	Grey	Diesel	Automatic	4.7	27,611	78,180	1,834	Low
3 Series	2,011	Asia	Red	Diesel	Automatic	1.6	198,598	61,084	9,901	High
7 Series	2,019	Africa	Silver	Electric	Manual	2.9	179,289	99,929	4,996	Low
7 Series	2,013	Asia	White	Electric	Manual	4.3	17,728	69,313	3,013	Low
X1	2,012	Europe	Grey	Hybrid	Manual	4.4	89,704	42,304	1,715	Low
X5	2,016	Middle East	Red	Diesel	Manual	3.2	10,092	83,113	7,282	High
5 Series	2,017	Africa	Red	Hybrid	Manual	2.3	18,024	31,568	2,410	Low
i8	2,011	North America	Blue	Petrol	Automatic	3.6	116,642	40,394	1,710	Low
5 Series	2,019	South America	Black	Hybrid	Manual	2.4	168,785	67,194	7,007	High
i8	2,016	Middle East	Red	Petrol	Manual	2.4	48,119	39,450	2,629	Low
M5	2,017	Africa	Black	Hybrid	Automatic	4.3	185,045	105,825	5,258	Low
X6	2,015	Middle East	Black	Hybrid	Manual	2	104,847	52,223	1,786	Low
M5	2,015	Asia	Black	Diesel	Automatic	1.5	49,710	33,409	8,922	High
5 Series	2,019	North America	White	Diesel	Manual	2.7	90,226	80,898	359	Low
M3	2,010	Middle East	Blue	Petrol	Manual	3.2	178,012	70,205	9,623	High
i3	2,013	North America	Silver	Diesel	Manual	4	171,796	74,363	6,008	Low
M5	2,023	North America	Black	Electric	Automatic	4.2	55,273	59,419	1,800	Low
M5	2,010	South America	Silver	Diesel	Manual	3.8	69,000	58,009	6,843	Low
M3	2,013	Asia	White	Electric	Manual	3.7	169,948	80,908	8,719	High
M3	2,011	South America	White	Hybrid	Automatic	3.8	151,243	70,220	174	Low
X6	2,020	Africa	Red	Hybrid	Automatic	2.5	49,481	80,994	3,735	Low
M3	2,022	Middle East	Grey	Electric	Manual	2.8	153,774	52,721	2,563	Low
X1	2,014	Middle East	White	Electric	Automatic	3.7	38,099	65,429	5,273	Low
X1	2,019	South America	Red	Hybrid	Manual	1.7	64,425	33,219	5,303	Low
7 Series	2,023	Europe	Silver	Diesel	Manual	2.5	78,188	111,258	138	Low
i3	2,018	South America	Silver	Electric	Automatic	2.9	158,264	74,086	2,911	Low
M3	2,020	Africa	Blue	Hybrid	Automatic	3.4	57,071	36,955	6,662	Low
X5	2,024	Africa	Blue	Diesel	Manual	3.2	112,990	54,826	8,873	High
7 Series	2,021	North America	Blue	Hybrid	Automatic	4	188,286	31,874	5,168	Low
X6	2,019	Middle East	Red	Petrol	Automatic	3.2	88,487	55,500	5,822	Low
5 Series	2,012	Middle East	Silver	Electric	Automatic	4.7	29,426	73,474	6,548	Low
M5	2,017	South America	Black	Petrol	Manual	2.8	147,105	80,386	1,001	Low
i3	2,012	Europe	Silver	Hybrid	Manual	3.3	22,915	75,724	5,838	Low
5 Series	2,015	South America	Black	Electric	Automatic	1.5	174,769	38,793	4,094	Low
M3	2,013	Middle East	Red	Hybrid	Automatic	2.6	163,065	112,092	9,627	High
5 Series	2,017	Asia	Grey	Hybrid	Manual	4.5	127,791	95,769	9,518	High
i3	2,020	South America	Silver	Petrol	Automatic	2.7	65,919	73,186	6,101	Low
X6	2,015	Europe	White	Petrol	Manual	2.4	152,677	106,249	6,843	Low
i3	2,017	North America	Blue	Hybrid	Manual	3.4	30,144	58,068	6,461	Low
M3	2,010	North America	White	Hybrid	Manual	1.8	3,889	45,211	2,982	Low
i8	2,015	Middle East	Silver	Electric	Automatic	3.4	179,833	106,841	4,944	Low
i8	2,010	Middle East	White	Hybrid	Manual	2.6	101,933	62,995	8,274	High
5 Series	2,010	Middle East	Red	Hybrid	Manual	2.8	88,105	43,695	4,441	Low
M3	2,017	North America	White	Hybrid	Automatic	4.3	186,459	93,894	5,977	Low
i8	2,024	Africa	Blue	Hybrid	Automatic	3.8	83,788	58,349	3,448	Low
i8	2,016	North America	Grey	Hybrid	Manual	3.1	154,393	41,436	5,118	Low
i8	2,012	Asia	Blue	Hybrid	Manual	3.5	159,613	53,028	8,695	High
3 Series	2,015	Europe	White	Hybrid	Automatic	4.2	89,473	46,597	9,698	High
7 Series	2,024	Asia	Grey	Petrol	Manual	4.1	72,928	53,414	9,429	High
M3	2,018	Asia	Silver	Diesel	Automatic	2.1	76,485	77,008	9,044	High
M3	2,016	Europe	Black	Petrol	Automatic	2.6	152,252	41,227	6,382	Low
X6	2,021	Europe	Black	Electric	Manual	2.7	199,097	115,384	4,922	Low
5 Series	2,012	Asia	Blue	Diesel	Automatic	2.2	64,762	63,698	9,919	High
7 Series	2,023	Africa	Silver	Petrol	Manual	1.5	113,202	104,146	9,420	High
X3	2,023	Asia	Red	Electric	Manual	2.1	127,568	63,898	9,699	High
i8	2,022	Africa	Black	Diesel	Automatic	4.3	146,687	47,492	1,240	Low
X3	2,015	Europe	Blue	Petrol	Manual	3.4	57,824	114,456	8,476	High
3 Series	2,020	Middle East	Grey	Diesel	Manual	2.7	42,157	42,078	2,019	Low
7 Series	2,013	South America	Blue	Electric	Automatic	3.6	171,849	101,743	6,993	Low
X1	2,023	Asia	Blue	Electric	Manual	4.1	89,948	114,148	5,967	Low
i8	2,022	South America	White	Petrol	Automatic	2.7	58,950	98,120	1,190	Low
7 Series	2,012	South America	White	Diesel	Automatic	3.1	191,793	58,679	1,445	Low
5 Series	2,018	Europe	Black	Hybrid	Manual	1.7	140,835	59,430	3,038	Low
X1	2,019	Africa	Black	Electric	Manual	3.6	76,467	111,318	6,091	Low
X1	2,011	North America	White	Hybrid	Automatic	2.7	128,043	65,754	1,715	Low

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