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
i3	2,024	Middle East	Black	Diesel	Automatic	2.3	20,076	110,398	2,996	Low
X6	2,017	Middle East	Black	Electric	Manual	3.7	151,263	57,926	8,500	High
X3	2,016	Europe	White	Diesel	Manual	3.3	77,670	104,325	8,264	High
i3	2,018	Asia	Grey	Petrol	Automatic	1.6	74,407	95,672	3,812	Low
5 Series	2,011	Asia	Black	Electric	Manual	2	147,611	63,879	9,170	High
X1	2,023	Middle East	Grey	Diesel	Manual	4.3	130,851	100,839	4,492	Low
X3	2,023	Africa	White	Diesel	Manual	3.2	129,852	71,310	4,150	Low
i8	2,013	Europe	Black	Hybrid	Automatic	2	55,972	94,768	2,611	Low
7 Series	2,023	Europe	Black	Petrol	Automatic	3.1	13,050	37,333	4,519	Low
7 Series	2,024	Africa	Red	Hybrid	Automatic	2.4	86,491	45,531	9,350	High
M5	2,015	Africa	Silver	Hybrid	Manual	2.3	39,140	113,512	243	Low
X1	2,020	Africa	White	Diesel	Automatic	4.9	62,449	78,972	4,878	Low
M3	2,012	South America	Grey	Diesel	Manual	2.8	155,031	54,489	2,917	Low
X6	2,017	Europe	Black	Diesel	Manual	1.7	119,713	38,074	8,517	High
3 Series	2,012	Africa	Grey	Hybrid	Manual	4.9	33,258	101,812	8,663	High
5 Series	2,023	South America	Grey	Petrol	Automatic	4.3	43,226	69,103	7,167	High
M5	2,021	Europe	Red	Hybrid	Manual	2.4	38,932	47,669	5,434	Low
X1	2,022	Asia	Blue	Petrol	Automatic	2.9	187,334	110,031	5,912	Low
i8	2,022	Middle East	Black	Hybrid	Automatic	4.5	162,475	43,041	8,483	High
i8	2,011	Middle East	White	Petrol	Manual	2.8	187,815	36,942	9,482	High
3 Series	2,022	North America	Blue	Electric	Automatic	3.5	22,635	39,114	6,416	Low
X5	2,022	Africa	Black	Petrol	Manual	3.4	110,413	112,713	5,272	Low
i8	2,012	Middle East	Black	Petrol	Automatic	2.9	183,645	101,378	6,836	Low
7 Series	2,020	South America	Black	Hybrid	Manual	3.7	71,987	54,755	4,276	Low
X6	2,015	Africa	Red	Electric	Manual	3.2	10,496	76,792	2,173	Low
7 Series	2,011	South America	White	Petrol	Manual	1.6	31,156	49,775	2,587	Low
i3	2,017	Asia	Blue	Hybrid	Automatic	4.4	118,794	39,911	641	Low
X5	2,010	Africa	Red	Electric	Manual	1.9	58,710	63,966	4,379	Low
3 Series	2,016	North America	Grey	Electric	Automatic	3.1	167,336	45,751	9,231	High
i8	2,011	Europe	Black	Petrol	Automatic	3.5	122,200	101,730	1,434	Low
M3	2,019	Asia	Red	Diesel	Automatic	4	143,171	50,842	3,696	Low
i8	2,021	Asia	Black	Hybrid	Automatic	2.9	54,576	84,038	1,549	Low
X5	2,015	Africa	White	Petrol	Manual	4.1	172,219	63,855	2,736	Low
X6	2,021	Asia	White	Electric	Manual	2	165,343	47,975	3,901	Low
3 Series	2,011	North America	Grey	Electric	Manual	3.8	62,931	68,128	978	Low
X1	2,011	North America	Silver	Petrol	Automatic	4.4	118,799	108,839	1,029	Low
X5	2,019	Europe	White	Electric	Automatic	4.6	117,459	56,121	2,456	Low
X5	2,022	Africa	Red	Hybrid	Manual	3.5	30,589	48,682	4,477	Low
M3	2,017	North America	White	Diesel	Manual	2.6	27,118	76,818	8,959	High
M5	2,024	Europe	Black	Diesel	Manual	2.1	66,883	92,309	7,454	High
5 Series	2,024	Middle East	Silver	Electric	Manual	2.7	9,117	118,410	2,960	Low
i8	2,021	South America	Grey	Petrol	Manual	3.4	82,228	107,923	676	Low
X5	2,011	North America	Red	Diesel	Automatic	2.2	167,406	111,663	2,328	Low
i3	2,016	Middle East	Black	Electric	Manual	4.8	24,000	52,371	7,386	High
M3	2,012	North America	Blue	Electric	Manual	4.6	141,068	95,211	5,656	Low
X1	2,017	Europe	Black	Petrol	Manual	1.6	172,245	118,196	810	Low
3 Series	2,016	Africa	Red	Electric	Automatic	3.5	102,534	65,974	5,442	Low
X5	2,023	North America	Black	Electric	Automatic	4.3	91,087	76,864	345	Low
X3	2,017	South America	Grey	Electric	Manual	2.4	119,194	58,299	5,652	Low
i8	2,023	Europe	Black	Electric	Automatic	3.3	27,499	77,366	2,470	Low
i3	2,016	Asia	Grey	Electric	Automatic	2.9	58,679	108,703	1,036	Low
X3	2,020	South America	Grey	Petrol	Manual	2.2	184,913	90,844	3,442	Low
7 Series	2,015	Europe	Red	Hybrid	Automatic	3.7	86,285	73,498	8,198	High
3 Series	2,022	South America	Silver	Hybrid	Automatic	5	37,248	68,435	4,533	Low
X5	2,016	Africa	Silver	Diesel	Manual	2.8	15,142	79,086	8,434	High
X1	2,014	North America	White	Petrol	Automatic	3.4	36,882	109,126	8,805	High
3 Series	2,016	Europe	Blue	Electric	Automatic	2.6	131,925	90,299	8,370	High
5 Series	2,010	North America	Grey	Diesel	Manual	4.6	137,902	53,597	7,456	High
i8	2,010	South America	Blue	Petrol	Automatic	4.5	70,632	76,543	5,315	Low
M5	2,018	South America	Silver	Electric	Manual	2.1	76,273	33,763	1,242	Low
i3	2,023	Asia	White	Petrol	Automatic	4.6	172,224	44,785	6,297	Low
7 Series	2,014	Africa	Blue	Electric	Automatic	2	13,190	61,417	2,811	Low
X1	2,022	South America	White	Hybrid	Automatic	1.8	126,766	101,079	7,443	High
i8	2,014	Europe	Black	Hybrid	Manual	3.8	189,702	80,977	4,018	Low
X3	2,012	Asia	Blue	Hybrid	Manual	2.9	140,616	78,303	2,612	Low
M3	2,014	North America	Red	Electric	Manual	3.4	59,764	110,072	3,702	Low
X6	2,012	South America	White	Electric	Manual	3.8	115,698	86,907	2,289	Low
M5	2,018	South America	Silver	Electric	Automatic	1.7	3,295	104,614	7,161	High
7 Series	2,018	Europe	Grey	Electric	Manual	2.5	36,409	117,198	7,534	High
i8	2,015	Asia	Grey	Hybrid	Automatic	3.1	62,827	102,713	1,165	Low
i3	2,024	Middle East	Red	Hybrid	Manual	2.4	32,497	110,861	8,453	High
7 Series	2,010	Africa	Grey	Hybrid	Manual	1.7	49,503	118,028	5,144	Low
X6	2,016	Europe	Silver	Petrol	Automatic	1.8	94,113	48,809	3,285	Low
i3	2,016	South America	Silver	Petrol	Manual	4.3	180,399	107,453	9,188	High
X5	2,023	North America	Blue	Diesel	Manual	4.7	164,005	39,060	5,474	Low
X1	2,019	South America	White	Petrol	Manual	2	24,999	113,540	2,325	Low
5 Series	2,019	Africa	Silver	Hybrid	Automatic	2.4	189,266	82,587	8,550	High
7 Series	2,013	Europe	Blue	Electric	Manual	3.8	39,520	115,691	9,129	High
X3	2,017	Middle East	Silver	Petrol	Automatic	4.8	59,804	40,276	7,401	High
X6	2,015	Asia	Silver	Petrol	Manual	2.5	32,212	39,162	951	Low
7 Series	2,013	Europe	White	Petrol	Manual	4.5	58,098	100,782	8,385	High
X6	2,013	Africa	White	Petrol	Automatic	3.3	112,262	39,726	8,569	High
X5	2,011	Africa	Grey	Electric	Automatic	4.8	187,471	36,053	1,363	Low
X3	2,023	Asia	Black	Hybrid	Manual	2	76,236	45,974	2,943	Low
X1	2,011	South America	Silver	Electric	Manual	4.9	93,734	106,872	2,180	Low
X3	2,021	South America	Silver	Petrol	Manual	3	30,206	109,734	3,563	Low
3 Series	2,023	Asia	Blue	Electric	Automatic	4.8	52,987	57,476	3,414	Low
5 Series	2,013	Asia	Grey	Diesel	Manual	3.1	194,916	87,785	3,133	Low
i8	2,014	Europe	Blue	Diesel	Automatic	3.4	151,697	33,850	217	Low
7 Series	2,017	Europe	Grey	Diesel	Automatic	4.3	93,065	60,835	2,517	Low
X6	2,024	Asia	Blue	Petrol	Manual	4	14,102	47,737	4,322	Low
5 Series	2,015	North America	Blue	Electric	Automatic	3.7	184,918	106,863	9,292	High
7 Series	2,023	Asia	Red	Diesel	Manual	3	85,431	78,773	8,783	High
5 Series	2,024	Asia	Grey	Hybrid	Automatic	4.3	127,975	37,804	165	Low
M5	2,013	South America	Silver	Petrol	Automatic	4.8	67,811	46,967	7,731	High
X6	2,022	Africa	Red	Electric	Automatic	1.5	163,433	39,468	9,602	High
i3	2,020	South America	Grey	Electric	Manual	3.6	46,155	55,418	7,912	High
7 Series	2,016	Middle East	Grey	Petrol	Manual	4.5	107,898	66,335	7,340	High
X6	2,017	Europe	Grey	Diesel	Automatic	3.8	106,401	33,562	7,511	High
7 Series	2,011	Asia	White	Petrol	Automatic	4.3	141,189	105,390	8,097	High

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