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
X6	2,014	South America	Grey	Petrol	Automatic	2.7	117,455	115,437	8,739	High
i3	2,014	Middle East	Silver	Petrol	Automatic	2.9	13,744	114,582	341	Low
i8	2,023	Africa	Red	Hybrid	Manual	2.1	9,615	78,763	1,474	Low
i8	2,022	North America	Silver	Electric	Manual	3.3	163,082	71,483	8,516	High
X1	2,011	Africa	White	Diesel	Automatic	4.1	59,801	101,377	1,833	Low
3 Series	2,013	North America	Silver	Electric	Manual	2.5	22,479	48,744	702	Low
3 Series	2,021	Africa	Blue	Petrol	Manual	4.8	156,857	99,684	8,720	High
M5	2,015	Asia	Blue	Hybrid	Automatic	2.2	23,569	66,700	2,011	Low
7 Series	2,019	South America	Grey	Electric	Manual	1.7	150,724	64,971	8,178	High
X5	2,024	Africa	Silver	Hybrid	Manual	3.8	15,169	59,346	4,139	Low
7 Series	2,020	Middle East	Silver	Diesel	Automatic	4.5	154,909	42,996	9,757	High
X3	2,016	Africa	Grey	Diesel	Manual	4.8	186,526	65,640	6,302	Low
7 Series	2,020	Asia	White	Electric	Automatic	4.2	134,808	30,385	7,303	High
i3	2,014	Asia	Grey	Diesel	Automatic	2.2	148,842	103,287	901	Low
X5	2,018	Asia	Red	Electric	Automatic	4.9	164,702	95,504	5,161	Low
3 Series	2,012	South America	Silver	Electric	Manual	4.7	146,898	105,151	8,060	High
X1	2,010	South America	Black	Hybrid	Automatic	2.1	34,806	76,166	1,050	Low
i3	2,013	South America	White	Petrol	Manual	3.5	32,737	46,506	6,595	Low
X3	2,018	Asia	White	Petrol	Automatic	3.4	18,641	105,087	6,474	Low
7 Series	2,013	Middle East	Black	Hybrid	Manual	3	159,718	45,485	123	Low
i3	2,011	Europe	White	Petrol	Automatic	4.9	191,423	91,014	8,381	High
M3	2,019	Africa	Red	Petrol	Manual	1.7	133,615	41,102	5,214	Low
i8	2,023	Europe	Blue	Electric	Automatic	3.7	66,464	119,519	3,387	Low
3 Series	2,023	Europe	Grey	Diesel	Automatic	2.2	185,324	78,399	8,440	High
7 Series	2,014	Africa	Silver	Electric	Automatic	3.3	2,178	71,442	355	Low
M3	2,012	Middle East	Grey	Petrol	Automatic	4.2	163,171	38,290	6,760	Low
X3	2,022	South America	Grey	Hybrid	Automatic	2.4	90,547	90,865	9,334	High
i8	2,021	South America	Silver	Petrol	Automatic	2.9	191,321	44,584	9,102	High
3 Series	2,022	Middle East	Silver	Electric	Manual	4.8	40,223	46,538	5,903	Low
i8	2,018	Africa	Blue	Petrol	Manual	4.2	128,560	47,618	5,121	Low
3 Series	2,013	Middle East	Silver	Diesel	Manual	3.5	160,799	62,613	2,451	Low
i3	2,015	Asia	Red	Diesel	Manual	2.3	98,723	99,251	1,798	Low
i3	2,011	Asia	Silver	Petrol	Manual	3	184,200	36,378	7,324	High
7 Series	2,015	South America	Grey	Petrol	Automatic	4.2	169,744	30,025	7,597	High
X1	2,012	Europe	Silver	Petrol	Automatic	4.4	23,561	59,636	3,795	Low
M5	2,021	Europe	Grey	Petrol	Automatic	2.4	31,578	32,244	3,892	Low
X5	2,021	South America	Red	Diesel	Manual	3.8	111,120	96,382	1,964	Low
X6	2,018	Africa	White	Hybrid	Automatic	1.8	103,145	103,014	5,857	Low
M3	2,020	Middle East	Red	Petrol	Manual	1.6	199,512	93,776	3,744	Low
M5	2,011	North America	Silver	Diesel	Automatic	3.4	47,230	102,965	9,367	High
7 Series	2,024	South America	Silver	Petrol	Automatic	2.3	49,680	38,013	1,421	Low
i3	2,021	North America	Black	Petrol	Manual	1.8	134,777	98,665	7,239	High
M5	2,021	Europe	Silver	Hybrid	Manual	4.1	93,750	53,793	458	Low
5 Series	2,018	Middle East	Red	Diesel	Manual	3.2	39,118	64,299	2,058	Low
X6	2,014	North America	White	Hybrid	Manual	4.3	49,258	51,150	262	Low
3 Series	2,017	Africa	Grey	Petrol	Automatic	3.8	120,140	99,721	244	Low
X6	2,011	Africa	Blue	Electric	Manual	4.1	175,866	38,176	8,735	High
X6	2,015	Asia	Grey	Electric	Automatic	2.6	51,013	78,067	9,203	High
M3	2,012	South America	Black	Hybrid	Manual	2.4	106,537	36,482	8,195	High
3 Series	2,021	Europe	Silver	Diesel	Manual	3.6	137,939	113,976	3,543	Low
3 Series	2,021	North America	Black	Hybrid	Automatic	2.2	169,794	45,191	3,025	Low
i8	2,023	Africa	Grey	Petrol	Manual	4.4	14,683	76,727	3,238	Low
X3	2,019	Asia	Blue	Electric	Manual	3.3	73,858	51,012	1,226	Low
X1	2,014	North America	White	Diesel	Manual	2.3	126,048	32,564	2,347	Low
3 Series	2,021	North America	Red	Hybrid	Manual	3.7	123,713	31,019	9,161	High
i8	2,017	Middle East	Silver	Hybrid	Manual	4.8	40,932	82,270	568	Low
X1	2,019	Middle East	Red	Hybrid	Manual	1.8	62,748	114,311	179	Low
5 Series	2,023	Middle East	Silver	Electric	Automatic	1.9	89,549	95,077	4,965	Low
7 Series	2,010	North America	Blue	Petrol	Manual	4.5	185,222	36,615	5,030	Low
X6	2,014	Asia	Red	Electric	Automatic	1.9	67,179	40,593	4,362	Low
X3	2,012	South America	Blue	Hybrid	Automatic	1.6	187,011	31,957	9,773	High
i3	2,013	Middle East	White	Hybrid	Automatic	2.7	140,465	49,678	9,826	High
7 Series	2,011	Europe	Blue	Electric	Manual	3.1	66,324	106,123	1,691	Low
3 Series	2,018	Asia	Black	Hybrid	Manual	3.5	17,624	115,982	7,989	High
M3	2,012	Asia	Silver	Petrol	Manual	3.3	135,560	49,370	676	Low
i8	2,024	Middle East	Blue	Electric	Automatic	4.7	31,691	49,699	8,303	High
M3	2,011	South America	Grey	Hybrid	Automatic	4.2	22,539	42,417	6,847	Low
i8	2,019	Middle East	Black	Hybrid	Automatic	4.9	198,967	82,122	3,388	Low
7 Series	2,020	North America	Red	Electric	Automatic	3.2	122,814	41,531	7,562	High
i3	2,018	South America	White	Diesel	Automatic	1.8	167,388	68,408	4,298	Low
X3	2,016	South America	Blue	Diesel	Automatic	4.8	50,970	33,253	8,669	High
X1	2,015	North America	Silver	Electric	Manual	1.5	30,896	99,852	2,238	Low
3 Series	2,010	Asia	Red	Petrol	Manual	4.2	123,519	92,843	7,834	High
M5	2,014	Middle East	Grey	Electric	Automatic	1.6	121,123	91,662	9,045	High
X1	2,021	South America	Black	Petrol	Automatic	4.2	142,432	119,650	5,998	Low
X1	2,020	Middle East	Black	Hybrid	Automatic	4.8	183,453	87,783	5,738	Low
5 Series	2,023	Africa	Blue	Petrol	Automatic	2.9	174,945	43,081	4,415	Low
X6	2,024	Middle East	White	Electric	Automatic	2.3	12,672	65,275	6,125	Low
M5	2,020	Africa	Red	Hybrid	Manual	2.3	98,210	89,833	3,975	Low
5 Series	2,012	Middle East	Red	Petrol	Automatic	3.2	66,550	105,684	2,218	Low
i8	2,010	North America	Red	Electric	Manual	2.1	169,645	42,104	5,099	Low
i8	2,013	Europe	Silver	Hybrid	Automatic	3.9	143,670	84,619	7,170	High
i3	2,022	Africa	Black	Diesel	Automatic	2.8	182,864	66,439	9,149	High
X6	2,011	Middle East	Blue	Electric	Manual	2.6	73,833	95,902	7,157	High
M5	2,011	South America	White	Diesel	Manual	3.1	18,974	111,586	9,138	High
X6	2,012	South America	Red	Petrol	Manual	3.4	190,527	36,429	545	Low
X1	2,017	Africa	Grey	Petrol	Automatic	2	128,275	53,922	3,576	Low
M5	2,017	North America	Blue	Electric	Manual	4	122,231	47,374	8,696	High
7 Series	2,021	Europe	Grey	Electric	Automatic	4.6	55,526	99,232	9,470	High
7 Series	2,024	South America	Silver	Hybrid	Automatic	2.5	182,454	36,534	2,310	Low
X5	2,016	Europe	White	Electric	Manual	2.1	97,864	43,435	5,937	Low
i8	2,015	Europe	Black	Electric	Manual	4.2	181,149	104,104	4,817	Low
5 Series	2,018	South America	Black	Electric	Automatic	2.1	76,320	114,868	225	Low
M5	2,013	Asia	Red	Petrol	Manual	1.6	117,393	87,931	7,844	High
X5	2,021	Europe	Grey	Petrol	Manual	3.7	117,680	53,390	9,445	High
i8	2,010	Asia	Blue	Petrol	Automatic	2.3	32,576	107,305	3,012	Low
M5	2,017	North America	Grey	Petrol	Manual	2.1	54,811	109,086	6,493	Low
X5	2,016	North America	Silver	Electric	Automatic	4.9	132,448	66,212	782	Low
X3	2,016	North America	Blue	Hybrid	Manual	2.5	152,038	67,364	1,269	Low
M5	2,024	North America	White	Diesel	Automatic	4.7	127,866	38,848	1,203	Low

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