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	2,016	North America	White	Electric	Automatic	3.8	191,402	106,552	3,851	Low
X1	2,018	South America	Blue	Petrol	Manual	4.6	45,573	99,211	2,078	Low
3 Series	2,019	Africa	Black	Electric	Manual	3.4	191,858	44,695	1,960	Low
X3	2,014	Africa	Red	Electric	Automatic	3.9	1,673	112,026	7,660	High
X3	2,018	Europe	Silver	Petrol	Manual	3.7	168,567	119,298	5,111	Low
X1	2,013	Europe	Black	Petrol	Manual	4.4	16,554	90,889	6,407	Low
7 Series	2,022	North America	Blue	Hybrid	Manual	4.4	74,108	110,981	6,215	Low
i3	2,019	Middle East	Black	Electric	Manual	3.6	199,286	38,805	9,095	High
5 Series	2,011	North America	Grey	Hybrid	Automatic	3.7	134,389	37,465	1,138	Low
M5	2,012	North America	Grey	Diesel	Automatic	4.7	42,632	58,641	746	Low
i8	2,022	Middle East	Blue	Electric	Manual	4.8	185,152	115,734	3,141	Low
X5	2,020	South America	Red	Electric	Manual	3.8	58,034	57,094	8,494	High
X1	2,010	Middle East	Red	Diesel	Automatic	1.5	71,351	89,718	4,982	Low
M5	2,023	Europe	Blue	Petrol	Automatic	1.9	172,752	115,535	1,206	Low
5 Series	2,023	South America	Silver	Electric	Automatic	4.5	55,678	67,878	5,840	Low
M3	2,015	South America	Black	Electric	Manual	1.8	9,072	58,040	3,385	Low
i8	2,022	South America	Silver	Petrol	Manual	2.2	81,035	87,086	4,600	Low
X1	2,015	Asia	Blue	Electric	Automatic	2.3	49,709	84,978	9,156	High
3 Series	2,010	South America	Blue	Electric	Automatic	3.6	47,464	108,728	6,431	Low
X1	2,020	Middle East	Red	Electric	Automatic	3.5	80,742	63,818	4,989	Low
M5	2,022	Asia	Silver	Diesel	Manual	2.5	153,359	88,143	6,363	Low
X3	2,012	Middle East	White	Electric	Automatic	2.2	193,613	63,484	7,669	High
X5	2,014	South America	Black	Electric	Manual	4.2	2,606	93,680	745	Low
5 Series	2,012	Middle East	Black	Diesel	Manual	4.8	151,995	77,985	4,717	Low
7 Series	2,019	Europe	Black	Hybrid	Manual	1.7	180,792	57,521	6,157	Low
i8	2,012	Europe	Silver	Hybrid	Manual	2	152,861	106,916	3,611	Low
i3	2,023	North America	Red	Electric	Manual	3.7	86,020	114,121	8,134	High
X6	2,019	Europe	Black	Petrol	Automatic	4.3	136,846	87,868	8,506	High
7 Series	2,012	North America	Silver	Electric	Automatic	4.3	40,825	44,962	6,107	Low
i8	2,014	Europe	White	Diesel	Automatic	4	24,350	44,270	1,469	Low
X5	2,022	Middle East	Grey	Hybrid	Automatic	4.6	192,401	61,667	6,455	Low
3 Series	2,014	Europe	Blue	Petrol	Manual	2.3	158,284	49,860	7,224	High
X1	2,013	Europe	Grey	Petrol	Automatic	1.9	86,442	88,481	8,159	High
M5	2,010	Europe	Silver	Petrol	Manual	3.7	102,410	57,870	1,699	Low
M3	2,014	North America	Black	Electric	Manual	4.4	123,773	113,000	4,302	Low
M5	2,019	Asia	Grey	Electric	Automatic	3.5	182,251	84,649	8,853	High
X1	2,014	South America	Blue	Petrol	Automatic	4.9	34,187	98,168	3,470	Low
5 Series	2,013	Africa	Red	Electric	Automatic	4.3	149,876	98,504	9,213	High
3 Series	2,015	Europe	Black	Electric	Manual	4	127,415	49,055	1,706	Low
X5	2,019	Asia	White	Hybrid	Manual	1.7	74,706	98,275	1,663	Low
M5	2,013	Europe	Blue	Hybrid	Automatic	1.9	5,522	44,155	5,935	Low
5 Series	2,023	Africa	Black	Petrol	Manual	4.2	108,416	61,350	2,184	Low
i3	2,016	North America	Grey	Petrol	Automatic	2.2	75,405	61,405	9,230	High
M3	2,016	North America	White	Diesel	Automatic	1.6	36,176	75,519	9,128	High
7 Series	2,011	North America	Red	Petrol	Manual	4.7	178,753	113,493	1,495	Low
X1	2,012	South America	Silver	Diesel	Manual	4.6	5,734	109,178	423	Low
3 Series	2,010	North America	White	Petrol	Automatic	2.3	185,848	48,110	7,345	High
X5	2,017	Middle East	Blue	Electric	Automatic	4.2	7,124	37,029	5,451	Low
3 Series	2,018	Asia	Grey	Diesel	Automatic	1.7	129,939	68,368	1,698	Low
X5	2,013	Middle East	Grey	Petrol	Automatic	2.5	8,371	114,293	5,109	Low
i3	2,015	Europe	Black	Electric	Manual	3.7	79,965	106,785	7,939	High
X6	2,018	Asia	Grey	Diesel	Automatic	4.2	199,232	64,026	3,388	Low
i8	2,015	Middle East	Grey	Electric	Manual	1.5	63,493	36,135	2,563	Low
7 Series	2,023	Middle East	Black	Electric	Automatic	2.6	11,470	63,454	5,238	Low
X5	2,021	Europe	Blue	Hybrid	Manual	2.3	17,827	59,275	7,791	High
M5	2,021	South America	Blue	Petrol	Automatic	5	31,961	30,796	8,839	High
3 Series	2,021	Asia	Red	Electric	Manual	3.8	47,605	49,726	7,353	High
X1	2,018	Asia	Blue	Hybrid	Automatic	2.9	82,749	53,023	5,769	Low
X5	2,024	Europe	Blue	Electric	Manual	1.8	10,938	32,069	6,954	Low
X1	2,013	Europe	Silver	Diesel	Manual	3.6	137,665	93,263	2,999	Low
X3	2,017	South America	Black	Diesel	Automatic	3.7	127,983	98,265	8,420	High
X6	2,018	Africa	Silver	Hybrid	Automatic	4.4	101,868	104,578	4,920	Low
i8	2,013	Asia	Grey	Electric	Automatic	2.5	165,642	30,000	7,782	High
3 Series	2,014	Africa	Blue	Petrol	Manual	4.9	143,978	97,715	1,482	Low
M5	2,023	Africa	Red	Petrol	Automatic	3	2,671	63,914	8,284	High
M5	2,017	Africa	Black	Diesel	Manual	2.5	18,569	70,390	605	Low
X3	2,021	South America	Black	Diesel	Automatic	2.7	20,483	42,422	6,729	Low
7 Series	2,019	Asia	Red	Electric	Automatic	3.3	76,690	109,810	8,470	High
X1	2,023	Middle East	Black	Diesel	Automatic	4.8	32,473	97,041	125	Low
X6	2,015	Africa	Grey	Diesel	Manual	4.1	122,677	53,563	4,236	Low
X3	2,021	Europe	White	Diesel	Automatic	3.5	66,001	84,915	4,685	Low
X3	2,016	Middle East	Silver	Diesel	Manual	2.1	40,959	107,393	3,009	Low
5 Series	2,012	Africa	Black	Electric	Automatic	2	110,955	107,761	8,870	High
5 Series	2,016	South America	Red	Diesel	Automatic	3.3	4,669	106,217	2,766	Low
X1	2,021	Middle East	White	Diesel	Manual	4.1	196,009	106,756	7,101	High
i8	2,023	South America	Red	Hybrid	Manual	4.1	187,420	65,531	6,513	Low
M3	2,017	North America	Black	Petrol	Manual	2.3	175,019	31,296	6,193	Low
3 Series	2,019	Africa	Grey	Hybrid	Manual	1.9	42,495	32,447	8,882	High
i3	2,015	Europe	Black	Electric	Manual	2.8	28,448	96,962	7,898	High
M5	2,024	Asia	White	Petrol	Manual	4.7	92,585	41,756	7,080	High
X3	2,019	Asia	Silver	Hybrid	Automatic	3.4	73,098	77,739	7,402	High
M5	2,018	South America	Black	Hybrid	Automatic	2.6	129,850	93,906	5,728	Low
i3	2,022	South America	Black	Hybrid	Manual	2.6	138,963	33,465	7,979	High
M3	2,015	North America	Black	Hybrid	Automatic	2	7,642	35,154	5,644	Low
M3	2,021	Africa	Red	Hybrid	Automatic	3.2	161,013	91,951	9,810	High
X3	2,018	Europe	Red	Electric	Automatic	4.3	173,426	85,090	3,267	Low
7 Series	2,022	Asia	Silver	Hybrid	Manual	4.9	65,272	109,359	869	Low
X3	2,013	Africa	White	Diesel	Manual	3.3	39,554	79,703	6,608	Low
X1	2,017	Europe	Grey	Hybrid	Manual	2.1	157,647	81,659	8,535	High
M5	2,020	South America	Blue	Diesel	Automatic	3.9	185,371	90,828	4,237	Low
i3	2,013	Middle East	Red	Petrol	Automatic	4.1	19,571	88,892	3,094	Low
X5	2,011	Asia	Blue	Diesel	Manual	1.8	21,940	64,619	3,924	Low
X6	2,019	North America	Black	Electric	Automatic	4.5	180,975	59,071	3,559	Low
7 Series	2,020	Europe	Grey	Electric	Automatic	4.4	125,609	114,505	6,455	Low
M5	2,018	South America	Silver	Electric	Manual	3.2	192,526	113,570	9,123	High
5 Series	2,014	Europe	White	Petrol	Automatic	3.5	63,527	119,166	4,416	Low
i8	2,013	North America	Silver	Petrol	Manual	4	189,913	39,925	1,150	Low
3 Series	2,011	North America	Red	Diesel	Automatic	3.9	23,075	79,813	530	Low
X3	2,010	Middle East	Grey	Hybrid	Manual	1.6	35,098	106,721	1,956	Low
X1	2,020	South America	Blue	Electric	Manual	1.9	94,449	82,790	3,400	Low

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