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
3 Series	2,020	Middle East	Silver	Diesel	Manual	3.2	24,044	107,840	4,456	Low
X1	2,016	Middle East	White	Diesel	Manual	1.7	117,104	37,713	3,054	Low
M5	2,019	North America	Silver	Petrol	Automatic	1.9	136,043	49,242	7,000	High
i3	2,011	Asia	Grey	Petrol	Manual	2.3	88,187	63,197	5,897	Low
X3	2,024	South America	Blue	Hybrid	Automatic	5	45,617	78,953	7,613	High
5 Series	2,014	South America	Silver	Diesel	Manual	4.3	143,747	107,911	8,395	High
M5	2,023	Asia	White	Petrol	Manual	3.4	130,765	95,886	2,196	Low
i8	2,016	Asia	Silver	Diesel	Manual	2.3	176,568	118,247	1,139	Low
5 Series	2,019	Asia	Silver	Electric	Automatic	3.3	97,295	44,266	8,972	High
M3	2,020	Middle East	White	Electric	Manual	3.8	146,570	60,714	5,546	Low
M5	2,024	North America	Red	Diesel	Automatic	1.5	122,462	53,205	1,002	Low
M5	2,024	North America	Grey	Petrol	Automatic	5	108,471	115,401	3,301	Low
3 Series	2,018	North America	White	Hybrid	Manual	3.7	31,203	87,365	7,466	High
X5	2,023	Africa	Black	Electric	Manual	5	192,430	77,511	3,244	Low
X5	2,010	South America	Red	Electric	Automatic	3.1	135,461	51,565	1,915	Low
3 Series	2,018	Europe	Black	Petrol	Automatic	3.7	166,949	41,234	5,840	Low
i8	2,020	Middle East	Silver	Hybrid	Automatic	3.1	48,731	97,487	6,270	Low
X5	2,014	Africa	Silver	Hybrid	Manual	1.5	104,544	54,000	759	Low
X5	2,015	Middle East	Grey	Hybrid	Automatic	4.5	191,198	44,749	5,924	Low
3 Series	2,023	Asia	Grey	Diesel	Automatic	3.1	137,950	62,396	8,999	High
X1	2,017	North America	Silver	Electric	Automatic	3.1	133,999	101,530	3,888	Low
i8	2,024	Asia	Red	Electric	Automatic	2.8	104,501	113,888	1,385	Low
X5	2,020	Africa	White	Petrol	Automatic	3	197,606	36,579	3,703	Low
i3	2,023	Asia	Black	Hybrid	Automatic	4	95,333	46,291	7,405	High
7 Series	2,011	Europe	Red	Electric	Manual	4	66,004	107,751	3,463	Low
X5	2,021	South America	Blue	Diesel	Manual	4.3	114,154	66,604	438	Low
X1	2,016	Middle East	Grey	Petrol	Manual	4.9	74,136	116,370	5,569	Low
3 Series	2,021	Africa	Blue	Hybrid	Automatic	2.9	183,785	70,698	4,474	Low
X6	2,013	North America	Black	Petrol	Manual	2.7	150,024	84,847	3,518	Low
X6	2,018	Europe	Black	Diesel	Manual	3.2	4,500	60,184	3,609	Low
M5	2,015	Europe	Red	Petrol	Manual	2	99,126	97,543	2,600	Low
M5	2,016	Middle East	Red	Hybrid	Automatic	4.2	7,233	81,092	9,620	High
3 Series	2,020	Africa	White	Hybrid	Automatic	3.5	101,732	31,678	747	Low
7 Series	2,015	North America	Red	Petrol	Manual	2.2	102,469	92,560	3,710	Low
3 Series	2,020	Asia	Silver	Diesel	Manual	4.5	174,355	111,979	9,705	High
i8	2,017	South America	White	Diesel	Manual	3.7	186,572	105,249	1,433	Low
M3	2,015	Africa	White	Diesel	Manual	1.6	142,925	108,969	3,964	Low
X1	2,016	North America	Blue	Petrol	Manual	2.2	166,274	55,422	9,485	High
X3	2,017	Europe	Black	Electric	Manual	4.6	125,803	119,742	3,777	Low
M5	2,024	Europe	Silver	Diesel	Automatic	2.8	81,256	87,484	7,840	High
3 Series	2,010	Europe	Black	Electric	Automatic	4.9	46,837	80,865	7,388	High
i8	2,024	South America	White	Hybrid	Manual	3.4	70,808	68,686	1,422	Low
M3	2,019	Middle East	Blue	Electric	Manual	2.2	20,585	59,055	6,306	Low
7 Series	2,021	Europe	Silver	Diesel	Manual	3.6	19,148	85,696	9,217	High
X3	2,013	Europe	Red	Electric	Manual	1.9	104,603	117,492	7,724	High
3 Series	2,015	Africa	Red	Electric	Manual	4.3	132,794	110,768	9,239	High
7 Series	2,010	Europe	Blue	Diesel	Automatic	3.7	41,283	108,375	2,738	Low
X1	2,013	South America	Blue	Hybrid	Automatic	4.9	113,125	89,288	4,395	Low
i3	2,015	South America	Red	Petrol	Manual	3.9	77,401	57,590	3,582	Low
i3	2,016	South America	Blue	Electric	Automatic	1.7	134,444	109,843	1,660	Low
X6	2,022	Africa	Red	Electric	Automatic	3.2	153,810	40,839	4,919	Low
i8	2,015	North America	Red	Hybrid	Manual	3.4	130,752	96,126	5,299	Low
M3	2,020	North America	Silver	Hybrid	Manual	4.7	151,657	67,088	3,674	Low
X3	2,013	Europe	Blue	Hybrid	Automatic	3	111,900	37,532	9,229	High
5 Series	2,021	Africa	Blue	Electric	Automatic	3.6	70,299	61,613	5,913	Low
3 Series	2,022	Middle East	White	Hybrid	Automatic	2.2	120,242	59,466	8,121	High
i3	2,016	Asia	Black	Diesel	Manual	2.4	145,900	102,970	456	Low
M5	2,019	North America	Silver	Petrol	Manual	3.4	16,352	48,535	3,097	Low
X1	2,023	Asia	Silver	Diesel	Automatic	3.9	38,852	43,834	7,427	High
X5	2,011	Middle East	Blue	Petrol	Manual	3	65,549	54,648	1,908	Low
7 Series	2,015	Asia	Black	Hybrid	Automatic	3	87,624	88,477	9,557	High
X6	2,014	South America	Grey	Diesel	Manual	2.4	72,643	98,727	6,753	Low
X6	2,011	Asia	White	Electric	Manual	3.9	68,801	68,134	8,579	High
M5	2,018	Europe	Black	Petrol	Automatic	1.5	134,900	39,081	1,758	Low
M5	2,022	South America	Red	Diesel	Manual	3.3	139,597	47,781	7,614	High
7 Series	2,016	South America	Silver	Electric	Automatic	1.5	104,706	78,654	4,236	Low
5 Series	2,023	North America	Red	Hybrid	Manual	3.6	151,555	116,741	1,539	Low
7 Series	2,012	South America	White	Diesel	Manual	1.6	62,150	103,509	3,441	Low
X6	2,024	South America	Grey	Electric	Manual	4.8	107,278	107,173	4,727	Low
i8	2,016	Europe	White	Electric	Automatic	3.2	49,331	93,770	5,016	Low
i8	2,020	North America	Red	Hybrid	Manual	3.9	41,923	50,940	9,877	High
M3	2,020	South America	Red	Electric	Manual	4.5	60,015	70,537	7,374	High
5 Series	2,015	Asia	Blue	Hybrid	Manual	2.3	22,458	63,952	4,010	Low
5 Series	2,016	Asia	White	Hybrid	Manual	3.4	1,808	65,487	3,795	Low
5 Series	2,013	South America	Red	Electric	Automatic	4.5	169,733	115,532	9,425	High
5 Series	2,022	Asia	Grey	Petrol	Automatic	3.4	182,450	57,673	635	Low
i8	2,022	Africa	Silver	Hybrid	Manual	2.9	69,547	81,403	469	Low
5 Series	2,019	Africa	White	Electric	Automatic	2.8	162,827	82,979	6,277	Low
X6	2,022	Africa	Blue	Hybrid	Automatic	2.8	145,407	93,390	8,150	High
M3	2,017	North America	Blue	Electric	Automatic	3.7	146,995	101,033	9,975	High
3 Series	2,017	South America	Red	Electric	Automatic	1.7	128,064	84,387	8,910	High
3 Series	2,016	South America	Red	Diesel	Manual	3	56,562	90,053	3,659	Low
X3	2,022	Middle East	Red	Electric	Automatic	3.5	81,796	49,983	5,261	Low
M3	2,016	Africa	Red	Electric	Automatic	4.3	188,221	30,455	5,012	Low
i3	2,019	Middle East	Red	Electric	Automatic	3.4	62,771	52,863	239	Low
M3	2,022	South America	White	Diesel	Manual	4.7	22,847	63,821	1,665	Low
3 Series	2,022	Asia	Red	Hybrid	Manual	3.1	138,529	54,826	9,138	High
X1	2,017	Middle East	Red	Diesel	Automatic	3.8	193,333	86,074	9,621	High
X3	2,010	North America	Blue	Petrol	Manual	1.6	102,883	46,303	1,116	Low
i8	2,015	Middle East	White	Petrol	Manual	2.3	40,580	48,666	1,082	Low
M5	2,011	Europe	Grey	Petrol	Manual	4.4	114,009	116,893	2,446	Low
X3	2,010	Europe	Grey	Electric	Automatic	3.6	73,416	95,679	8,114	High
X6	2,021	Middle East	Blue	Hybrid	Automatic	4.8	21,780	50,950	6,544	Low
X3	2,019	South America	Silver	Electric	Automatic	4.1	61,290	53,041	9,547	High
X1	2,016	Middle East	Blue	Electric	Automatic	3.1	73,558	49,479	1,896	Low
7 Series	2,015	Africa	Grey	Hybrid	Automatic	4.2	160,342	85,331	5,102	Low
3 Series	2,014	Africa	Silver	Petrol	Manual	3.1	191,735	46,449	5,856	Low
i3	2,024	Asia	Grey	Diesel	Automatic	2.7	84,550	118,989	4,379	Low
M5	2,014	South America	Silver	Hybrid	Manual	1.7	36,321	50,836	714	Low
i8	2,018	North America	Silver	Electric	Manual	4.5	727	51,103	3,397	Low

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