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
i8	2,020	Middle East	Blue	Hybrid	Automatic	3.9	130,814	72,035	3,723	Low
7 Series	2,019	Middle East	Black	Hybrid	Automatic	4.9	126,608	50,688	391	Low
X3	2,011	South America	Black	Petrol	Manual	4.6	823	107,169	9,879	High
X6	2,019	North America	Blue	Electric	Manual	3.5	161,383	79,167	2,112	Low
M3	2,022	South America	White	Hybrid	Manual	4.3	185,620	95,326	8,100	High
3 Series	2,013	Asia	Silver	Diesel	Manual	2.8	25,760	62,552	1,628	Low
i8	2,010	Europe	Blue	Hybrid	Manual	3.5	27,479	89,930	2,011	Low
X5	2,010	Europe	Silver	Electric	Manual	2.9	108,086	42,386	2,034	Low
i3	2,021	Africa	Silver	Electric	Automatic	2.7	184,911	90,336	2,101	Low
i3	2,023	Asia	Blue	Electric	Manual	4	111,618	64,841	1,037	Low
M5	2,017	Asia	White	Electric	Manual	2.5	161,878	109,855	6,381	Low
i8	2,016	South America	Grey	Electric	Automatic	2.8	107,958	98,485	7,187	High
X6	2,023	Asia	White	Electric	Automatic	2.8	138,897	40,861	8,029	High
7 Series	2,017	Asia	Black	Diesel	Manual	4.5	21,513	74,928	7,086	High
i8	2,022	North America	Blue	Hybrid	Automatic	2.1	49,695	86,563	8,708	High
X3	2,013	North America	Blue	Petrol	Automatic	2.8	160,076	86,097	5,642	Low
M5	2,015	Europe	Black	Diesel	Automatic	4.6	70,098	40,918	3,821	Low
X5	2,024	North America	White	Hybrid	Automatic	1.6	119,078	102,990	6,961	Low
X1	2,022	Europe	White	Hybrid	Manual	4.8	169,804	116,633	5,135	Low
X3	2,012	Middle East	Silver	Hybrid	Automatic	4.6	193,803	114,614	8,034	High
M3	2,020	Europe	Red	Electric	Automatic	3	156,677	49,574	9,252	High
X1	2,022	North America	Silver	Petrol	Automatic	3.8	42,553	78,644	6,073	Low
3 Series	2,017	Europe	Grey	Petrol	Automatic	5	33,235	91,538	6,662	Low
X6	2,013	Middle East	White	Hybrid	Automatic	3.4	94,313	91,467	2,608	Low
5 Series	2,012	Africa	Black	Diesel	Manual	1.8	170,963	105,866	1,586	Low
X5	2,013	Asia	White	Petrol	Automatic	4.5	191,915	81,217	1,779	Low
X5	2,015	Middle East	Silver	Petrol	Manual	2	74,679	52,416	323	Low
M5	2,020	North America	Blue	Hybrid	Automatic	2.4	97,415	71,334	3,809	Low
M5	2,016	Middle East	Blue	Diesel	Manual	4.6	4,296	101,668	6,318	Low
M5	2,016	Middle East	Blue	Petrol	Manual	2.4	55,939	93,762	6,913	Low
M5	2,023	Europe	Grey	Petrol	Automatic	4.1	172,308	57,780	2,710	Low
7 Series	2,024	Middle East	Blue	Hybrid	Manual	3.1	146,951	38,009	9,269	High
i8	2,021	North America	Red	Petrol	Automatic	4.2	39,202	109,177	6,525	Low
i3	2,013	South America	Black	Petrol	Automatic	2.3	151,188	109,575	7,161	High
X3	2,017	Middle East	Grey	Hybrid	Automatic	3	152,041	73,963	2,420	Low
i8	2,016	North America	Grey	Diesel	Manual	2.6	27,673	48,049	8,384	High
i8	2,011	North America	Black	Diesel	Manual	2.4	58,751	68,282	9,453	High
X6	2,022	Asia	White	Petrol	Manual	2.6	170,757	44,595	3,959	Low
M3	2,017	Africa	White	Petrol	Automatic	2.6	151,172	81,707	7,024	High
i3	2,018	Asia	Black	Electric	Manual	4.8	75,161	118,662	3,588	Low
M3	2,014	Europe	Blue	Electric	Manual	3.4	7,066	63,606	7,170	High
M5	2,024	Europe	Red	Hybrid	Automatic	3.1	163,639	71,238	7,770	High
X5	2,013	South America	Red	Petrol	Manual	3.3	100,305	69,590	3,912	Low
i3	2,013	Middle East	Red	Electric	Automatic	5	143,990	63,921	6,944	Low
X5	2,022	Europe	Silver	Electric	Automatic	3.8	137,659	65,465	6,550	Low
X1	2,013	South America	Blue	Petrol	Automatic	4	48,148	60,639	103	Low
7 Series	2,015	Europe	White	Diesel	Automatic	2.6	123,444	53,812	4,307	Low
3 Series	2,020	Asia	Red	Hybrid	Automatic	3.2	92,340	52,091	2,729	Low
X3	2,013	Europe	Blue	Diesel	Automatic	2.1	129,231	103,425	3,549	Low
X1	2,016	Europe	Red	Hybrid	Manual	3.9	2,592	72,011	2,555	Low
3 Series	2,016	South America	Silver	Petrol	Automatic	2.7	178,279	30,135	9,916	High
M3	2,014	Asia	Black	Hybrid	Manual	4.1	197,339	63,488	6,657	Low
7 Series	2,022	South America	Grey	Diesel	Manual	2.2	6,139	52,620	4,438	Low
3 Series	2,014	Middle East	Blue	Hybrid	Manual	2.9	18,093	70,328	1,196	Low
X3	2,024	Africa	Black	Electric	Automatic	3.1	8,116	90,941	5,646	Low
i3	2,019	Middle East	Black	Hybrid	Automatic	2.1	53,059	43,607	1,952	Low
X6	2,017	Europe	Black	Diesel	Manual	1.7	32,305	117,397	4,688	Low
i3	2,016	South America	Grey	Diesel	Automatic	2.6	9,363	96,803	1,182	Low
3 Series	2,023	Europe	Silver	Hybrid	Automatic	3.4	16,533	54,755	3,367	Low
X6	2,016	Asia	Red	Electric	Manual	3.8	26,872	75,608	4,719	Low
3 Series	2,015	Middle East	Grey	Hybrid	Manual	3	189,620	117,306	9,003	High
3 Series	2,016	Europe	Silver	Hybrid	Automatic	3.3	185,309	79,178	4,369	Low
i3	2,016	South America	Red	Diesel	Automatic	3.4	164,206	95,888	8,668	High
M5	2,019	Africa	Blue	Electric	Manual	3.3	174,498	116,780	3,872	Low
5 Series	2,023	South America	Red	Electric	Automatic	1.8	101,676	38,180	296	Low
i8	2,011	South America	Black	Electric	Manual	2.9	59,652	34,293	4,325	Low
M3	2,023	Africa	Red	Petrol	Manual	2.2	15,363	64,144	2,536	Low
X1	2,019	Europe	Silver	Hybrid	Automatic	3.4	51,342	43,129	8,473	High
M5	2,011	North America	Blue	Hybrid	Automatic	4.2	56,928	51,483	3,999	Low
M3	2,023	Asia	Grey	Petrol	Automatic	3.5	165,833	81,470	9,204	High
X5	2,019	South America	Silver	Electric	Manual	2.3	7,010	99,718	468	Low
5 Series	2,016	South America	Silver	Hybrid	Automatic	2.2	89,828	87,419	5,485	Low
3 Series	2,023	Africa	Silver	Petrol	Automatic	1.6	36,959	74,241	8,297	High
X1	2,019	North America	White	Hybrid	Automatic	3	175,567	97,696	7,480	High
5 Series	2,016	Asia	Black	Petrol	Manual	3	74,832	79,935	1,011	Low
X5	2,016	North America	Black	Diesel	Automatic	2.3	188,400	56,458	4,930	Low
i3	2,014	Asia	Red	Petrol	Manual	4.2	139,566	51,687	3,724	Low
X6	2,010	Asia	Silver	Diesel	Automatic	2.9	52,825	112,460	5,828	Low
i3	2,023	Asia	White	Electric	Automatic	3.8	151,819	107,148	6,699	Low
5 Series	2,011	South America	Red	Petrol	Manual	3.7	171,429	53,083	5,686	Low
X3	2,022	North America	Grey	Electric	Manual	3.6	189,990	52,672	1,893	Low
M3	2,018	Middle East	Silver	Petrol	Automatic	4.7	40,920	96,527	7,003	High
M3	2,017	North America	Grey	Electric	Automatic	1.6	191,610	94,420	509	Low
X1	2,017	Africa	Grey	Diesel	Manual	1.7	30,199	72,762	1,014	Low
i8	2,019	North America	Grey	Electric	Automatic	4	496	74,699	3,162	Low
3 Series	2,010	North America	White	Electric	Manual	2.7	122,929	89,604	7,638	High
X3	2,015	South America	Grey	Hybrid	Manual	5	92,706	114,801	710	Low
M5	2,024	South America	Black	Electric	Automatic	2.3	155,452	93,032	2,631	Low
i8	2,024	North America	White	Petrol	Automatic	2.1	23,940	117,955	8,458	High
X5	2,018	Middle East	Blue	Petrol	Manual	3.6	136,876	102,187	8,427	High
M3	2,024	Middle East	Grey	Hybrid	Manual	2.5	82,725	45,507	4,926	Low
X6	2,017	South America	Grey	Electric	Automatic	2.7	112,029	85,203	6,931	Low
X3	2,012	Asia	Red	Petrol	Automatic	4.7	191,244	105,390	3,223	Low
M3	2,013	Middle East	Red	Petrol	Manual	1.6	57,742	117,520	4,424	Low
3 Series	2,024	South America	Black	Electric	Automatic	3.4	84,306	74,084	7,456	High
X3	2,012	Africa	White	Diesel	Manual	2.7	105,573	91,200	5,247	Low
5 Series	2,015	South America	Black	Petrol	Manual	2.7	182,565	41,218	7,473	High
3 Series	2,023	Europe	White	Hybrid	Manual	2.4	104,681	32,116	6,950	Low
X5	2,018	North America	White	Petrol	Manual	2	103,007	76,349	2,972	Low
X5	2,024	Middle East	Silver	Petrol	Manual	1.6	38,099	82,559	374	Low

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