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	2,021	Europe	White	Hybrid	Manual	3.9	91,488	108,868	9,712	High
7 Series	2,016	Middle East	Silver	Petrol	Automatic	4.8	81,628	85,493	8,087	High
i3	2,023	Middle East	Silver	Electric	Automatic	4.1	8,953	61,759	2,258	Low
3 Series	2,022	North America	White	Electric	Automatic	3.5	40,664	79,657	2,631	Low
7 Series	2,013	Middle East	Black	Hybrid	Automatic	4.5	87,967	117,323	5,694	Low
X3	2,010	Europe	Grey	Hybrid	Automatic	4.6	17,929	116,459	987	Low
X5	2,020	Europe	White	Petrol	Automatic	4	184,127	34,340	9,104	High
M3	2,015	South America	Red	Hybrid	Automatic	1.7	67,586	54,517	2,928	Low
7 Series	2,013	Europe	Red	Electric	Manual	2.5	117,657	118,733	2,134	Low
5 Series	2,022	Africa	Red	Diesel	Manual	2.7	195,908	94,712	5,857	Low
M5	2,013	Africa	Red	Petrol	Automatic	5	3,280	52,943	1,729	Low
X5	2,024	North America	Silver	Petrol	Automatic	3.1	73,599	107,595	7,677	High
3 Series	2,011	Middle East	Silver	Hybrid	Automatic	4.2	42,273	52,680	3,447	Low
M3	2,010	Africa	Black	Diesel	Automatic	4.3	17,254	43,080	2,219	Low
M3	2,012	South America	Black	Diesel	Automatic	3.8	66,526	65,574	9,806	High
X6	2,019	Asia	Red	Electric	Manual	1.6	199,156	54,981	7,846	High
M3	2,014	Asia	Blue	Diesel	Manual	1.6	71,243	94,586	2,738	Low
i3	2,021	Middle East	Black	Electric	Automatic	4.4	188,709	76,063	1,592	Low
X5	2,018	South America	Black	Petrol	Automatic	4.1	19,540	84,825	8,598	High
M5	2,023	Africa	Red	Petrol	Manual	3.4	197,269	43,003	9,879	High
M5	2,024	Asia	Black	Petrol	Automatic	2.4	56,605	106,208	5,677	Low
X1	2,016	Europe	Grey	Petrol	Automatic	1.8	53,428	105,680	8,357	High
X1	2,013	North America	Silver	Electric	Automatic	2.1	118,355	38,318	2,348	Low
i3	2,017	Middle East	Red	Electric	Manual	3.5	168,405	116,552	8,707	High
i8	2,021	Europe	Black	Hybrid	Manual	3.4	145,908	79,380	8,039	High
X6	2,013	Europe	Blue	Petrol	Manual	4.8	44,929	53,329	893	Low
5 Series	2,015	Europe	Silver	Hybrid	Automatic	4.9	17,606	92,685	5,008	Low
7 Series	2,021	Asia	Silver	Petrol	Manual	3.5	26,405	90,671	902	Low
X5	2,010	North America	Silver	Diesel	Automatic	4.4	1,336	81,666	9,719	High
i3	2,023	Africa	Red	Diesel	Automatic	4.3	84,912	106,348	6,752	Low
7 Series	2,015	Europe	Grey	Electric	Manual	4.1	3,867	30,839	6,316	Low
X1	2,019	Middle East	Red	Petrol	Automatic	3	45,821	54,464	8,964	High
M5	2,014	Europe	Blue	Diesel	Automatic	2.9	181,438	58,681	5,169	Low
X1	2,023	South America	Red	Hybrid	Manual	2.4	57,477	85,047	8,219	High
M3	2,011	North America	Black	Hybrid	Manual	4.8	57,789	86,794	8,173	High
X1	2,010	Africa	Grey	Diesel	Manual	4.4	171,102	51,451	2,335	Low
X6	2,022	Asia	White	Hybrid	Manual	2.1	128,841	119,834	6,383	Low
X3	2,015	Africa	Grey	Petrol	Manual	2.4	140,405	65,577	9,751	High
X1	2,020	Africa	Blue	Hybrid	Automatic	3.5	27,794	65,051	4,441	Low
M3	2,011	South America	Red	Petrol	Automatic	2.9	86,917	63,623	3,551	Low
5 Series	2,018	Middle East	White	Petrol	Automatic	2.2	1,953	48,740	9,623	High
X6	2,018	Asia	Blue	Petrol	Manual	4.3	3,079	83,492	6,550	Low
M3	2,010	Europe	White	Diesel	Automatic	1.5	152,965	67,704	1,207	Low
X3	2,024	Africa	Red	Hybrid	Automatic	2.7	75,432	82,863	8,601	High
X5	2,014	North America	Blue	Electric	Automatic	4.8	63,704	102,577	9,903	High
7 Series	2,017	South America	White	Petrol	Automatic	4.2	66,418	84,021	6,593	Low
3 Series	2,013	Asia	White	Hybrid	Automatic	2.9	154,382	112,151	5,302	Low
3 Series	2,012	North America	White	Electric	Automatic	4.8	98,179	37,919	6,717	Low
X1	2,014	Africa	Silver	Electric	Manual	4.7	55,240	91,398	4,160	Low
M5	2,014	Europe	Silver	Diesel	Automatic	1.7	185,399	62,685	8,626	High
i8	2,017	Asia	Red	Electric	Manual	1.9	17,169	71,593	9,804	High
M3	2,015	Africa	White	Hybrid	Automatic	2.9	180,204	74,823	4,482	Low
i8	2,024	North America	Blue	Electric	Manual	4.8	34,922	99,038	1,334	Low
X6	2,011	Asia	Black	Petrol	Automatic	4.5	151,063	89,649	8,342	High
3 Series	2,020	Africa	Blue	Petrol	Automatic	1.7	9,442	77,830	5,437	Low
M5	2,010	Africa	White	Petrol	Manual	3.3	124,098	75,394	7,420	High
X6	2,022	Middle East	Black	Diesel	Manual	4	63,249	81,029	5,900	Low
M5	2,012	Asia	White	Diesel	Manual	2.5	197,976	100,455	2,751	Low
X1	2,011	North America	Silver	Diesel	Automatic	4	9,811	118,566	7,080	High
X3	2,013	Middle East	Black	Electric	Automatic	2.8	11,302	31,390	9,403	High
X5	2,012	South America	Silver	Diesel	Automatic	2.5	82,008	50,088	2,380	Low
X3	2,024	South America	Silver	Electric	Automatic	2.9	149,692	67,698	4,407	Low
7 Series	2,024	Africa	Grey	Electric	Manual	4.8	62,448	108,007	2,279	Low
X5	2,018	Asia	Blue	Diesel	Manual	4.7	186,188	52,779	3,214	Low
X1	2,024	Asia	Red	Diesel	Manual	4.7	40,269	34,458	5,442	Low
X5	2,014	North America	Black	Hybrid	Manual	4.7	172,587	79,193	5,797	Low
3 Series	2,013	Europe	Blue	Electric	Manual	2.1	49,383	40,928	4,909	Low
X5	2,019	Asia	Black	Petrol	Manual	4.6	166,173	37,015	2,304	Low
X6	2,018	Africa	Silver	Hybrid	Automatic	2.2	185,329	110,836	2,107	Low
M5	2,013	North America	Black	Hybrid	Manual	4.4	120,173	102,178	6,924	Low
X3	2,015	South America	White	Hybrid	Automatic	3.4	92,113	110,087	7,180	High
3 Series	2,023	North America	Blue	Hybrid	Manual	2.3	124,790	39,055	3,065	Low
M3	2,019	South America	Red	Diesel	Manual	2.9	106,980	42,686	1,614	Low
X3	2,010	Africa	Silver	Diesel	Manual	3	7,108	85,075	1,738	Low
3 Series	2,024	Europe	Silver	Electric	Manual	4.1	150,325	81,822	928	Low
X5	2,022	Africa	Red	Petrol	Automatic	3.6	65,712	103,464	4,089	Low
3 Series	2,011	Europe	Red	Hybrid	Automatic	4.4	19,439	71,055	3,940	Low
3 Series	2,024	Asia	Blue	Petrol	Manual	2.9	154,630	34,118	5,746	Low
M5	2,013	Africa	Silver	Electric	Manual	4.1	79,471	119,192	8,981	High
M3	2,018	Middle East	Silver	Diesel	Manual	4.3	21,485	70,162	9,288	High
i3	2,015	Middle East	Black	Hybrid	Automatic	1.7	37,803	53,130	9,662	High
X5	2,015	Africa	Blue	Diesel	Manual	2.8	827	73,193	7,812	High
i3	2,020	North America	Blue	Petrol	Manual	4.6	123,136	40,573	3,160	Low
M5	2,018	Europe	Black	Electric	Automatic	4	96,236	80,778	7,867	High
X6	2,021	Asia	Red	Petrol	Automatic	3	71,650	86,979	6,146	Low
X1	2,013	Asia	White	Diesel	Automatic	2.1	156,225	110,620	8,761	High
X1	2,012	Asia	Silver	Hybrid	Automatic	1.8	37,232	82,396	5,954	Low
7 Series	2,016	Europe	White	Hybrid	Automatic	2.3	158,659	53,535	8,269	High
X6	2,021	Europe	Blue	Diesel	Manual	2.4	154,697	92,141	9,136	High
5 Series	2,024	Europe	Grey	Petrol	Manual	2.8	173,154	45,184	4,536	Low
i3	2,016	North America	Black	Hybrid	Manual	2.1	63,083	68,129	3,414	Low
3 Series	2,018	Africa	Grey	Electric	Manual	2	16,127	50,895	4,300	Low
X3	2,024	South America	Blue	Petrol	Manual	4.5	25,277	46,350	5,106	Low
7 Series	2,015	Africa	Grey	Diesel	Automatic	2.4	91,814	34,023	7,485	High
7 Series	2,011	North America	Grey	Diesel	Automatic	3.5	19,178	63,139	7,881	High
X5	2,015	Middle East	Blue	Petrol	Manual	2.2	128,372	115,012	8,419	High
X1	2,024	Africa	Grey	Petrol	Manual	3.2	44,436	119,769	9,775	High
i8	2,017	North America	Red	Diesel	Manual	2.5	75,348	70,949	1,705	Low
X3	2,015	North America	Red	Electric	Automatic	1.8	185,750	113,982	9,896	High
5 Series	2,018	Middle East	Red	Diesel	Manual	4.9	33,657	119,115	6,663	Low

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