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	2,012	Middle East	Black	Electric	Automatic	3.5	149,603	112,008	4,138	Low
X6	2,010	Africa	Black	Petrol	Automatic	3	190,257	61,429	225	Low
3 Series	2,024	South America	White	Hybrid	Manual	4.9	105,373	59,322	3,997	Low
7 Series	2,016	North America	Blue	Petrol	Manual	4.2	141,802	119,658	5,439	Low
X6	2,021	Africa	Blue	Electric	Manual	2.9	119,231	95,552	7,422	High
X5	2,019	Africa	Black	Petrol	Automatic	4.7	8,145	107,177	779	Low
X6	2,015	Europe	Blue	Diesel	Automatic	5	3,619	46,397	373	Low
5 Series	2,011	Asia	White	Electric	Manual	2.6	182,212	47,557	4,566	Low
3 Series	2,011	North America	Grey	Petrol	Automatic	4.6	33,489	75,155	4,796	Low
i3	2,012	Africa	Black	Hybrid	Manual	1.7	179,484	76,325	6,038	Low
M3	2,017	South America	Blue	Hybrid	Automatic	2.3	156,368	68,747	3,919	Low
M5	2,017	North America	Silver	Hybrid	Manual	2.1	52,692	36,241	5,411	Low
5 Series	2,019	Middle East	White	Electric	Automatic	2.7	110,141	57,631	9,898	High
M5	2,024	Europe	Black	Petrol	Automatic	3.5	28,819	95,342	4,692	Low
i8	2,019	North America	Silver	Petrol	Automatic	4	83,538	109,976	231	Low
X3	2,019	South America	Red	Electric	Manual	4.7	83,765	66,200	9,659	High
7 Series	2,021	North America	Red	Electric	Automatic	2.1	177,745	94,375	7,518	High
X3	2,019	Africa	Grey	Diesel	Automatic	3.5	173,452	65,122	4,389	Low
3 Series	2,020	Middle East	Grey	Hybrid	Manual	3.4	85,066	96,377	4,337	Low
M5	2,023	Asia	Black	Diesel	Manual	3.1	36,576	82,556	5,819	Low
X6	2,021	Africa	White	Hybrid	Manual	3.9	52,635	109,483	3,827	Low
7 Series	2,017	Middle East	Red	Diesel	Automatic	3.3	154,239	31,378	309	Low
X5	2,016	Asia	Black	Petrol	Automatic	3.4	8,758	98,500	8,200	High
X5	2,023	South America	Silver	Diesel	Manual	4.7	63,146	47,839	7,313	High
X5	2,011	Asia	Red	Petrol	Manual	4.5	41,449	61,140	8,579	High
3 Series	2,010	Africa	Blue	Hybrid	Automatic	3.5	69,419	62,774	4,225	Low
X6	2,015	Africa	Black	Electric	Automatic	2	199,188	49,060	3,169	Low
X3	2,020	Africa	White	Hybrid	Automatic	4.9	102,196	57,225	9,507	High
X5	2,017	Asia	Grey	Electric	Manual	3.7	16,558	53,193	2,981	Low
X1	2,010	Europe	Red	Diesel	Manual	4.3	73,851	50,212	356	Low
3 Series	2,012	South America	White	Diesel	Manual	1.7	102,879	119,726	997	Low
M5	2,024	Asia	Red	Electric	Automatic	4.6	10,872	112,218	6,497	Low
M5	2,010	Middle East	Blue	Electric	Automatic	3.9	173,720	72,309	3,571	Low
M3	2,019	South America	Grey	Petrol	Automatic	3.9	84,063	75,326	9,959	High
X5	2,018	Asia	Black	Electric	Automatic	1.9	94,888	32,035	7,668	High
i3	2,016	North America	Silver	Petrol	Automatic	4	136,350	101,593	6,632	Low
M3	2,023	North America	White	Petrol	Automatic	1.8	12,300	49,258	2,984	Low
M5	2,017	Middle East	Black	Electric	Automatic	1.7	165,381	87,448	1,666	Low
X5	2,018	Africa	Grey	Petrol	Automatic	2.6	26,880	86,690	3,859	Low
M5	2,012	Middle East	Grey	Electric	Manual	1.6	56,967	42,295	5,607	Low
X3	2,019	South America	White	Diesel	Automatic	2.1	90,301	76,720	3,196	Low
7 Series	2,020	Middle East	White	Electric	Manual	4	26,990	113,134	6,461	Low
7 Series	2,011	Europe	Silver	Electric	Manual	4.4	198,596	46,182	523	Low
i3	2,015	North America	Red	Petrol	Manual	2.1	13,205	110,978	9,437	High
X1	2,014	Europe	Silver	Electric	Manual	4.4	54,719	58,745	1,039	Low
X6	2,013	Asia	Grey	Hybrid	Manual	3.2	26,308	115,540	1,164	Low
i8	2,015	North America	Grey	Petrol	Automatic	4.9	117,776	98,294	8,125	High
5 Series	2,024	Asia	White	Hybrid	Manual	2	110,481	81,359	4,068	Low
X1	2,015	Africa	Silver	Diesel	Automatic	1.7	182,572	99,819	5,888	Low
X6	2,021	Africa	Red	Electric	Manual	4.5	111,925	101,672	289	Low
X3	2,012	Middle East	Grey	Hybrid	Automatic	2.8	63,481	30,870	4,092	Low
M3	2,023	Middle East	Silver	Diesel	Automatic	3.1	60,510	111,418	2,146	Low
5 Series	2,011	North America	Grey	Hybrid	Manual	3.3	175,063	32,423	2,212	Low
3 Series	2,018	Asia	Silver	Hybrid	Automatic	4.4	176,821	106,395	8,101	High
7 Series	2,017	Asia	Red	Petrol	Automatic	1.8	61,071	73,596	3,410	Low
M3	2,023	Asia	Grey	Petrol	Automatic	3.4	58,564	71,107	2,219	Low
3 Series	2,013	South America	Silver	Petrol	Automatic	3	83,695	95,560	8,040	High
5 Series	2,015	Africa	Black	Electric	Manual	2.7	88,223	46,756	6,579	Low
M3	2,012	South America	Silver	Electric	Automatic	2.7	75,545	94,754	4,377	Low
i3	2,020	North America	Black	Hybrid	Manual	4.8	92,724	55,371	6,453	Low
7 Series	2,017	North America	White	Petrol	Automatic	2.4	5,492	69,957	8,954	High
7 Series	2,012	South America	Blue	Diesel	Manual	3.1	165,880	43,014	7,114	High
X6	2,011	Asia	Silver	Diesel	Automatic	3.2	105,640	84,690	2,526	Low
X5	2,024	South America	White	Petrol	Automatic	4	117,271	68,418	3,370	Low
i8	2,016	North America	Silver	Petrol	Manual	3.3	36,907	51,519	5,056	Low
X3	2,023	Middle East	White	Electric	Manual	3.7	106,190	46,836	9,417	High
X1	2,012	Europe	White	Diesel	Manual	2.9	37,654	48,089	1,021	Low
5 Series	2,022	South America	Red	Hybrid	Manual	4	108,669	57,257	2,198	Low
M3	2,018	Asia	Blue	Petrol	Manual	3.1	184,394	105,680	6,835	Low
3 Series	2,024	Asia	Grey	Hybrid	Manual	2.3	126,685	70,923	4,163	Low
i3	2,012	North America	Black	Petrol	Manual	4.4	69,597	112,341	7,233	High
X1	2,024	South America	Red	Petrol	Manual	4.2	168,758	39,633	6,087	Low
i8	2,017	Middle East	Blue	Diesel	Automatic	3.7	148,805	30,210	3,714	Low
i3	2,011	Africa	Red	Petrol	Manual	3.3	93,692	59,255	661	Low
X6	2,018	Africa	White	Diesel	Automatic	2.2	111,469	81,740	6,167	Low
5 Series	2,010	Europe	Blue	Petrol	Manual	4.5	125,764	63,477	5,955	Low
3 Series	2,021	South America	Blue	Diesel	Manual	1.8	105,586	45,844	4,693	Low
5 Series	2,012	Europe	Black	Petrol	Automatic	2.8	150,255	43,417	4,385	Low
X6	2,020	South America	White	Diesel	Manual	4.5	77,036	37,421	7,625	High
i8	2,023	Europe	Grey	Electric	Automatic	3.6	3,647	67,881	4,409	Low
X1	2,011	Africa	Red	Hybrid	Manual	3	124,035	91,440	2,047	Low
5 Series	2,022	Asia	Red	Electric	Automatic	4.3	175,621	56,863	614	Low
i3	2,023	North America	Blue	Hybrid	Manual	5	8,230	84,474	120	Low
5 Series	2,022	Africa	Grey	Electric	Automatic	2.2	30,865	74,160	4,999	Low
X3	2,021	Africa	Grey	Petrol	Manual	1.7	91,442	82,917	6,277	Low
3 Series	2,024	Asia	Blue	Hybrid	Automatic	3.1	42,086	110,207	2,098	Low
X1	2,016	South America	Silver	Petrol	Manual	2.5	71,158	60,946	1,628	Low
M5	2,014	Africa	Blue	Petrol	Manual	3.8	93,111	68,722	9,936	High
5 Series	2,024	Africa	Silver	Electric	Manual	3.2	42,968	78,032	6,152	Low
M5	2,017	Asia	Silver	Diesel	Automatic	3.2	117,564	30,723	6,568	Low
X1	2,011	South America	White	Electric	Manual	2.7	70,800	77,357	3,378	Low
X6	2,017	Africa	Silver	Diesel	Manual	2.2	28,896	107,818	937	Low
X1	2,016	South America	Silver	Hybrid	Automatic	2.2	102,437	36,489	1,630	Low
i3	2,021	Africa	Silver	Petrol	Manual	2.9	130,763	61,356	5,751	Low
X1	2,020	Africa	Red	Hybrid	Automatic	3.9	115,920	69,609	6,304	Low
3 Series	2,014	South America	Red	Hybrid	Automatic	2.7	40,024	56,300	214	Low
5 Series	2,011	Middle East	Black	Diesel	Automatic	2.6	149,360	71,014	7,400	High
M3	2,019	Asia	Silver	Petrol	Manual	3	44,580	66,784	2,382	Low
X1	2,020	Asia	White	Diesel	Manual	5	31,888	33,753	2,257	Low
7 Series	2,016	North America	Black	Electric	Manual	1.8	148,570	109,666	1,760	Low

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