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
X3	2,017	North America	White	Hybrid	Automatic	3.5	77,380	118,432	7,507	High
i3	2,013	Africa	Silver	Diesel	Manual	2	116,589	50,199	2,190	Low
7 Series	2,014	North America	Blue	Electric	Manual	4.1	160,389	91,494	1,939	Low
3 Series	2,022	North America	Blue	Hybrid	Manual	2.8	187,886	71,882	1,617	Low
3 Series	2,016	Middle East	Black	Electric	Automatic	4.7	184,461	72,182	1,177	Low
5 Series	2,017	Asia	Black	Electric	Automatic	2.9	185,323	92,163	8,275	High
5 Series	2,024	Europe	Red	Electric	Manual	2	120,857	78,561	4,915	Low
X1	2,019	South America	White	Hybrid	Automatic	4.2	75,482	53,811	2,921	Low
X6	2,016	Middle East	Silver	Diesel	Manual	3.5	162,550	46,717	9,485	High
7 Series	2,011	Asia	Blue	Diesel	Automatic	2.9	65,165	80,153	7,408	High
5 Series	2,023	Asia	Blue	Diesel	Manual	2.7	88,375	32,088	5,270	Low
X6	2,024	Asia	Silver	Hybrid	Automatic	2	95,594	111,824	1,085	Low
7 Series	2,013	Middle East	Blue	Diesel	Automatic	2.7	977	40,427	8,561	High
M5	2,019	Middle East	White	Hybrid	Automatic	1.6	182,481	34,000	6,368	Low
X1	2,021	Asia	Black	Hybrid	Manual	3.3	186,573	97,693	8,417	High
5 Series	2,010	North America	White	Diesel	Manual	4.6	60,543	71,883	9,344	High
X3	2,019	Africa	Red	Electric	Automatic	4.3	145,080	39,616	2,036	Low
M3	2,018	Europe	Red	Electric	Manual	1.6	11,509	56,287	9,101	High
M3	2,012	Middle East	Grey	Hybrid	Manual	4.6	55,110	32,014	1,542	Low
M5	2,021	Middle East	Grey	Petrol	Automatic	3.1	31,579	33,467	6,045	Low
M3	2,012	South America	White	Petrol	Automatic	2.2	4,356	80,393	1,239	Low
X6	2,019	Asia	Silver	Hybrid	Automatic	4.1	50,279	39,970	1,599	Low
3 Series	2,018	North America	Red	Diesel	Manual	2.6	119,356	92,145	155	Low
M3	2,019	North America	Blue	Electric	Automatic	2.4	138,239	73,855	8,482	High
X3	2,012	Asia	Red	Electric	Automatic	2.1	27,824	49,635	3,364	Low
M3	2,017	Middle East	Black	Hybrid	Manual	3.2	146,382	78,843	509	Low
5 Series	2,011	North America	Grey	Electric	Automatic	1.8	196,912	47,724	2,194	Low
M3	2,023	Europe	Grey	Electric	Manual	4.2	73,825	113,070	6,079	Low
7 Series	2,022	Asia	White	Diesel	Automatic	3.1	95,859	102,845	6,059	Low
i8	2,012	Europe	Grey	Diesel	Automatic	3.1	192,656	90,028	3,078	Low
X1	2,011	Asia	Grey	Diesel	Automatic	1.5	122,940	76,157	9,544	High
i3	2,010	Europe	Black	Diesel	Manual	4.4	170,249	74,273	5,096	Low
7 Series	2,011	Africa	Silver	Diesel	Automatic	3.2	93,089	71,476	9,092	High
7 Series	2,017	North America	White	Diesel	Automatic	3	82,620	48,490	5,452	Low
M5	2,018	Asia	Blue	Electric	Automatic	4.2	29,105	104,553	6,328	Low
X5	2,022	South America	Blue	Hybrid	Manual	1.7	160,169	81,380	7,125	High
M5	2,011	Middle East	White	Petrol	Automatic	2.8	113,242	66,557	7,461	High
M3	2,016	Africa	White	Diesel	Automatic	3.5	17,623	104,283	7,722	High
X5	2,024	Africa	White	Diesel	Automatic	3.1	46,263	92,063	7,004	High
3 Series	2,014	Asia	Red	Hybrid	Manual	2.1	161,396	35,191	1,784	Low
M3	2,012	North America	Grey	Hybrid	Manual	2.5	73,066	49,401	3,205	Low
5 Series	2,018	North America	Black	Electric	Manual	2.6	131,163	104,650	9,543	High
M3	2,024	Africa	Red	Petrol	Automatic	5	67,777	93,594	2,279	Low
M3	2,015	South America	Grey	Diesel	Automatic	2.6	71,098	38,454	5,580	Low
i8	2,020	Africa	Silver	Petrol	Automatic	2.2	1,196	117,156	6,587	Low
3 Series	2,010	Middle East	Blue	Petrol	Automatic	4.4	2,840	34,036	5,883	Low
X6	2,014	South America	Silver	Electric	Automatic	3	8,450	49,775	248	Low
5 Series	2,016	Africa	Silver	Petrol	Manual	3.1	45,646	81,615	2,695	Low
M3	2,013	Europe	Black	Diesel	Automatic	3.4	188,019	47,629	4,892	Low
X6	2,017	Africa	Silver	Petrol	Manual	3.6	152,120	108,645	2,024	Low
3 Series	2,019	Europe	Grey	Petrol	Automatic	3.6	100,931	42,560	8,014	High
X1	2,014	Asia	Grey	Electric	Manual	1.6	66,689	112,698	8,212	High
i3	2,018	South America	Grey	Hybrid	Manual	4.4	184,440	105,800	4,296	Low
7 Series	2,018	Middle East	Silver	Diesel	Manual	2.2	138,978	94,509	8,474	High
i3	2,018	Europe	Grey	Diesel	Automatic	2.5	92,449	47,836	2,258	Low
X3	2,010	South America	Silver	Hybrid	Automatic	2.1	177,276	79,956	2,637	Low
X3	2,011	Asia	Grey	Petrol	Automatic	4.2	33,142	92,971	8,376	High
i8	2,012	Asia	Black	Petrol	Manual	3.5	54,842	114,195	2,792	Low
3 Series	2,023	North America	Grey	Hybrid	Manual	4.1	177,587	76,935	9,971	High
i8	2,013	Europe	Red	Petrol	Automatic	3.8	103,664	56,095	1,143	Low
X1	2,019	Europe	White	Electric	Manual	1.9	154,125	102,873	8,414	High
i3	2,018	North America	White	Diesel	Manual	2.6	152,557	97,410	4,380	Low
X1	2,019	Asia	Blue	Petrol	Automatic	3.3	137,129	111,651	3,190	Low
X6	2,022	Asia	Grey	Diesel	Manual	2.6	163,312	96,113	3,686	Low
7 Series	2,015	North America	White	Petrol	Automatic	2.2	169,798	112,641	5,616	Low
X5	2,010	Africa	Black	Electric	Automatic	4.5	156,356	40,241	4,809	Low
X3	2,021	Middle East	Silver	Electric	Automatic	4.1	29,838	39,332	9,192	High
X6	2,018	South America	Blue	Electric	Manual	2.7	124,979	92,089	5,707	Low
X1	2,015	Europe	Blue	Petrol	Automatic	4.2	111,343	36,688	797	Low
3 Series	2,013	Middle East	Red	Diesel	Manual	3.7	162,509	30,068	4,179	Low
X3	2,023	South America	White	Electric	Automatic	1.5	179,684	30,109	5,963	Low
X3	2,013	North America	Red	Diesel	Manual	2.8	50,978	64,408	4,462	Low
5 Series	2,012	Africa	Blue	Electric	Manual	2.5	16,188	100,370	9,473	High
3 Series	2,016	Middle East	Grey	Electric	Manual	2.3	123,760	112,455	218	Low
X5	2,012	Asia	Blue	Electric	Automatic	2.4	34,168	79,617	3,019	Low
i8	2,011	South America	Blue	Hybrid	Automatic	4.8	24,923	42,318	8,006	High
X6	2,019	North America	Red	Hybrid	Automatic	3.2	13,253	106,313	2,635	Low
X3	2,017	Europe	White	Electric	Automatic	4.5	110,511	104,320	664	Low
5 Series	2,013	South America	White	Petrol	Automatic	2.2	44,334	54,252	2,426	Low
M5	2,017	Africa	Red	Petrol	Automatic	2.1	65,735	33,036	6,833	Low
X5	2,010	South America	Grey	Hybrid	Manual	4.6	38,857	32,650	4,470	Low
M5	2,024	South America	Black	Hybrid	Automatic	3.2	3,373	102,935	2,252	Low
5 Series	2,014	Middle East	Red	Petrol	Automatic	4.6	97,813	61,278	2,107	Low
X1	2,022	South America	White	Petrol	Automatic	1.7	186,057	105,890	5,617	Low
M5	2,018	Asia	White	Diesel	Manual	4.7	173,138	90,330	7,259	High
X5	2,010	Africa	Grey	Diesel	Automatic	3	131,574	105,757	2,877	Low
3 Series	2,020	Middle East	Silver	Hybrid	Manual	2	100,213	80,187	7,445	High
5 Series	2,022	Middle East	White	Diesel	Manual	3.9	189,210	118,333	7,614	High
X5	2,013	Africa	Silver	Electric	Automatic	4.3	155,409	115,764	432	Low
i3	2,015	Africa	Grey	Petrol	Automatic	1.7	155,005	32,142	7,044	High
X3	2,019	Africa	Blue	Diesel	Manual	5	99,651	89,509	520	Low
7 Series	2,017	South America	Silver	Hybrid	Automatic	3.9	134,556	31,055	7,219	High
M5	2,023	Middle East	Blue	Diesel	Automatic	2.6	70,786	88,328	1,790	Low
i8	2,012	Asia	Red	Electric	Automatic	2	134,224	62,007	4,709	Low
X3	2,014	North America	White	Electric	Automatic	2.9	192,706	72,992	6,716	Low
i8	2,016	Asia	White	Petrol	Automatic	2.3	33,606	91,036	6,679	Low
7 Series	2,010	Africa	Silver	Electric	Manual	3.2	191,390	86,469	3,645	Low
7 Series	2,024	Asia	Black	Diesel	Manual	4.2	3,580	110,194	4,719	Low
7 Series	2,016	Europe	Black	Diesel	Automatic	3.8	160,986	97,306	3,808	Low
X3	2,022	Middle East	Blue	Diesel	Automatic	3	80,357	61,198	5,450	Low

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