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
7 Series	2,018	Africa	Red	Electric	Automatic	3	68,310	56,000	3,370	Low
X1	2,012	Africa	Red	Petrol	Automatic	3.1	137,226	63,310	5,430	Low
i3	2,014	Asia	Red	Diesel	Manual	2.6	116,164	40,040	4,770	Low
X6	2,015	Middle East	Grey	Diesel	Manual	4.6	107,085	67,068	2,373	Low
i8	2,015	North America	Red	Diesel	Automatic	3.5	71,401	98,378	8,774	High
X6	2,019	Middle East	Blue	Electric	Manual	3.2	169,781	74,350	6,356	Low
X6	2,017	Asia	Black	Electric	Automatic	3.1	46,550	93,170	5,453	Low
X5	2,015	Africa	White	Petrol	Automatic	4.8	156,336	41,995	8,341	High
X1	2,015	South America	Red	Diesel	Manual	4	83,422	30,566	2,035	Low
5 Series	2,013	Asia	Grey	Petrol	Manual	2	72,844	55,929	3,548	Low
X6	2,016	Africa	Grey	Electric	Automatic	3	118,807	85,468	3,665	Low
7 Series	2,023	South America	Silver	Electric	Manual	2.5	168,530	78,338	8,009	High
X5	2,023	Africa	Blue	Diesel	Automatic	5	194,225	67,088	222	Low
i3	2,017	Europe	Black	Diesel	Automatic	3	75,313	69,449	8,210	High
X6	2,012	Europe	Grey	Electric	Manual	1.7	19,395	92,949	1,210	Low
5 Series	2,016	North America	Black	Hybrid	Manual	2.9	78,790	94,247	3,995	Low
i3	2,012	North America	Red	Electric	Manual	2.6	61,307	32,072	8,574	High
i3	2,017	Europe	Red	Electric	Manual	3.6	50,741	86,911	718	Low
M3	2,010	North America	Blue	Electric	Manual	2.3	126,828	75,498	682	Low
X3	2,010	North America	Grey	Diesel	Manual	1.6	166,118	53,206	9,818	High
M3	2,023	Asia	Blue	Petrol	Manual	1.8	89,688	75,993	6,982	Low
3 Series	2,015	Middle East	Black	Petrol	Manual	2.5	54,715	49,093	1,365	Low
M3	2,019	Africa	White	Electric	Automatic	2.7	33,590	92,849	7,638	High
5 Series	2,018	North America	Grey	Diesel	Automatic	4.4	56,976	75,754	2,414	Low
X5	2,021	Asia	White	Petrol	Automatic	2.4	11,527	91,578	3,397	Low
i8	2,023	North America	Grey	Petrol	Automatic	1.6	105,324	110,848	6,162	Low
X5	2,013	Europe	Blue	Diesel	Automatic	4.2	137,215	59,608	2,697	Low
5 Series	2,015	Middle East	Grey	Electric	Manual	4.5	87,269	112,139	1,174	Low
3 Series	2,021	Europe	White	Diesel	Automatic	3.2	118,523	116,147	5,613	Low
3 Series	2,014	Middle East	White	Electric	Automatic	2.5	90,526	105,181	8,694	High
X6	2,021	North America	Red	Diesel	Automatic	4.2	130,658	99,697	1,114	Low
5 Series	2,024	Africa	Silver	Petrol	Automatic	1.5	58,174	35,098	6,305	Low
M5	2,010	South America	White	Electric	Manual	4.7	161,123	106,515	8,676	High
X3	2,015	Asia	Silver	Hybrid	Automatic	4.5	117,855	80,870	6,893	Low
M5	2,018	Asia	Grey	Hybrid	Manual	3.4	13,648	78,611	8,000	High
M5	2,024	Africa	Black	Electric	Manual	2.5	171,977	78,539	3,242	Low
X1	2,024	Europe	White	Electric	Manual	1.6	71,609	58,936	3,631	Low
7 Series	2,021	Africa	Red	Petrol	Automatic	5	95,532	78,724	9,398	High
M5	2,012	Middle East	Grey	Diesel	Manual	4.2	128,086	53,737	7,348	High
i8	2,020	Asia	Blue	Electric	Manual	2.7	514	86,315	7,768	High
7 Series	2,024	North America	Red	Diesel	Manual	1.6	28,364	72,827	7,501	High
5 Series	2,012	Asia	Blue	Diesel	Manual	3.7	91,041	69,732	3,966	Low
X6	2,023	South America	Silver	Electric	Manual	5	157,620	104,034	7,738	High
7 Series	2,011	Africa	Red	Diesel	Manual	4	87,062	109,451	6,011	Low
X6	2,022	North America	Grey	Petrol	Manual	1.8	156,592	68,474	7,499	High
i8	2,013	Asia	White	Diesel	Manual	2.9	154,075	82,819	2,713	Low
X5	2,019	Africa	Silver	Electric	Automatic	1.9	126,960	93,519	429	Low
5 Series	2,012	Europe	Black	Petrol	Manual	4.7	45,529	65,896	9,085	High
X5	2,021	Africa	Black	Electric	Automatic	2.7	95,415	98,720	7,348	High
X1	2,011	Europe	White	Petrol	Automatic	4.1	143,754	79,712	4,203	Low
X3	2,010	Africa	Silver	Electric	Automatic	1.8	42,626	111,676	8,828	High
X3	2,012	Europe	Blue	Diesel	Automatic	1.9	46,449	116,723	8,208	High
X5	2,019	Middle East	Grey	Diesel	Manual	3.9	47,110	67,167	5,678	Low
5 Series	2,015	South America	Blue	Diesel	Automatic	4.5	63,269	78,571	2,270	Low
X3	2,018	Africa	Blue	Petrol	Automatic	2.2	29,507	32,637	2,662	Low
i8	2,020	Africa	Black	Hybrid	Automatic	3	60,086	81,717	9,369	High
M3	2,014	Africa	Silver	Diesel	Manual	3.7	23,516	87,053	1,631	Low
M3	2,024	North America	Silver	Hybrid	Automatic	4.3	80,136	112,045	249	Low
X3	2,012	Asia	Silver	Hybrid	Manual	3.7	96,976	55,547	8,459	High
i3	2,023	North America	Red	Diesel	Automatic	1.8	137,737	93,365	5,328	Low
7 Series	2,014	Europe	Red	Petrol	Automatic	3.4	47,916	39,624	2,998	Low
M3	2,014	Asia	Black	Electric	Manual	4.6	3,568	42,539	700	Low
X6	2,014	Asia	White	Diesel	Manual	4.5	155,670	114,314	7,016	High
X1	2,021	Middle East	Blue	Petrol	Manual	3.5	58,295	66,339	9,461	High
X1	2,021	Europe	Black	Petrol	Manual	5	171,140	72,146	6,099	Low
X3	2,016	North America	Grey	Electric	Manual	1.9	25,839	76,715	9,558	High
X3	2,014	Europe	Grey	Hybrid	Manual	3.2	76,625	44,470	5,074	Low
M5	2,016	Middle East	Blue	Petrol	Automatic	4.2	161,999	41,370	6,004	Low
X6	2,018	Middle East	Red	Hybrid	Manual	2	156,242	98,234	9,503	High
7 Series	2,014	Asia	Grey	Diesel	Automatic	4.9	61,519	92,568	7,049	High
3 Series	2,011	North America	Grey	Hybrid	Automatic	2.7	134,100	72,118	7,660	High
X1	2,014	Middle East	Blue	Hybrid	Manual	2.7	45,603	117,759	8,272	High
X3	2,017	South America	Black	Petrol	Manual	2.2	88,705	53,490	2,659	Low
5 Series	2,021	Africa	White	Electric	Automatic	2.5	61,724	35,656	7,367	High
i3	2,013	Africa	Black	Petrol	Manual	3.5	189,514	91,910	4,490	Low
5 Series	2,011	South America	Black	Diesel	Manual	3	2,582	88,587	2,622	Low
M3	2,019	Asia	White	Hybrid	Manual	2.2	53,739	114,595	4,555	Low
X3	2,012	Africa	Red	Petrol	Automatic	4.3	33,471	99,204	1,108	Low
X1	2,018	South America	Black	Petrol	Manual	1.7	167,883	79,923	9,676	High
X1	2,018	Europe	White	Petrol	Automatic	4.4	107,594	106,279	8,450	High
M5	2,017	Middle East	White	Electric	Automatic	2.5	38,531	119,138	2,114	Low
M3	2,017	Middle East	Black	Hybrid	Automatic	3.2	102,217	116,314	2,491	Low
X1	2,017	Middle East	Silver	Petrol	Automatic	2.8	98,452	108,892	1,020	Low
M3	2,017	Middle East	Grey	Petrol	Automatic	3.5	46,727	98,650	9,583	High
X1	2,017	Asia	Silver	Hybrid	Manual	4.3	11,617	83,895	342	Low
5 Series	2,010	South America	Blue	Petrol	Manual	5	144,348	48,013	691	Low
X1	2,015	Asia	Blue	Petrol	Manual	2.6	48,628	52,174	418	Low
X6	2,021	North America	Silver	Hybrid	Automatic	3.4	166,099	74,319	6,134	Low
5 Series	2,018	Asia	Blue	Hybrid	Automatic	3.1	153,638	38,228	7,157	High
5 Series	2,017	Africa	Grey	Diesel	Automatic	5	133,542	97,299	4,839	Low
X1	2,012	South America	White	Hybrid	Manual	4.3	118,761	42,785	2,468	Low
X3	2,020	North America	White	Petrol	Automatic	2.9	171,995	34,474	8,570	High
X5	2,010	Asia	Silver	Electric	Automatic	3.2	79,796	97,749	9,764	High
M3	2,011	Asia	Silver	Petrol	Manual	2.4	64,804	85,155	4,894	Low
5 Series	2,020	Europe	Silver	Electric	Automatic	4.1	198,854	111,919	3,320	Low
5 Series	2,024	Asia	Red	Hybrid	Manual	4.5	13,740	49,354	1,925	Low
i3	2,011	Europe	Red	Hybrid	Automatic	4.9	104,351	36,578	4,426	Low
M3	2,016	Europe	Silver	Hybrid	Manual	3.5	157,598	107,309	435	Low
i3	2,021	South America	Red	Diesel	Automatic	3.8	89,397	75,246	7,293	High
i3	2,015	South America	Grey	Diesel	Manual	3.1	62,878	113,847	8,190	High

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