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
M3	2,012	Middle East	Black	Electric	Manual	4.5	35,570	83,639	8,136	High
X1	2,012	Asia	Blue	Petrol	Manual	2.4	26,852	65,305	6,059	Low
5 Series	2,015	South America	Grey	Petrol	Manual	2.6	11,059	113,246	581	Low
X3	2,013	North America	Silver	Petrol	Automatic	4.6	190,981	49,149	7,824	High
X5	2,017	Europe	Silver	Diesel	Automatic	2.2	178,146	99,066	6,789	Low
M3	2,023	Asia	Black	Hybrid	Automatic	4.6	126,170	41,687	6,117	Low
M3	2,013	Europe	Black	Diesel	Manual	2.2	75,951	79,708	6,115	Low
X6	2,017	South America	Black	Hybrid	Automatic	4.7	129,921	34,203	5,860	Low
X3	2,023	North America	Silver	Diesel	Manual	2.6	139,400	65,254	7,303	High
M3	2,021	Middle East	Blue	Electric	Manual	2.4	92,374	110,939	9,838	High
7 Series	2,024	Africa	Blue	Petrol	Manual	3.2	129,495	90,920	8,010	High
X3	2,021	Asia	Black	Hybrid	Manual	2.8	38,413	107,714	6,048	Low
M3	2,013	Middle East	Blue	Electric	Manual	2.2	106,132	83,332	5,604	Low
X6	2,012	North America	Grey	Electric	Manual	2.7	159,092	71,810	1,018	Low
M5	2,014	South America	White	Hybrid	Automatic	4	87,035	81,552	1,572	Low
X5	2,021	Asia	Blue	Hybrid	Manual	4.4	28,029	64,813	5,760	Low
i3	2,022	South America	Grey	Hybrid	Automatic	4.4	103,590	97,349	8,468	High
3 Series	2,014	Europe	White	Electric	Automatic	4.1	31,843	97,560	9,588	High
M3	2,019	North America	Grey	Diesel	Manual	1.5	46,517	51,566	4,331	Low
X6	2,019	Africa	Red	Hybrid	Manual	3	156,660	97,568	4,545	Low
i8	2,010	Europe	Silver	Diesel	Manual	2.1	9,910	68,775	519	Low
X3	2,024	Europe	Blue	Petrol	Automatic	1.8	70,592	93,865	8,520	High
M5	2,017	Asia	White	Diesel	Manual	4.1	195,222	92,338	1,242	Low
i3	2,017	Africa	White	Diesel	Automatic	4.3	73,465	98,581	6,234	Low
7 Series	2,017	North America	Grey	Diesel	Automatic	4.4	117,873	59,000	3,886	Low
X5	2,023	Middle East	Grey	Hybrid	Automatic	4.6	22,009	42,638	4,114	Low
7 Series	2,019	South America	Blue	Hybrid	Manual	3.6	89,658	74,913	7,383	High
X1	2,013	Asia	Grey	Electric	Automatic	5	53,041	114,655	9,376	High
X5	2,022	South America	Blue	Petrol	Automatic	3.2	48,066	56,515	9,730	High
i3	2,023	South America	Red	Electric	Automatic	4.6	198,358	32,276	6,213	Low
i8	2,018	South America	Silver	Hybrid	Automatic	1.9	6,387	113,216	5,647	Low
X5	2,019	Africa	White	Hybrid	Automatic	2	48,445	53,473	4,847	Low
X1	2,012	Middle East	Silver	Petrol	Manual	3.6	26,701	50,123	5,978	Low
i3	2,016	Africa	Red	Electric	Manual	1.9	131,784	37,661	4,252	Low
M3	2,015	North America	Grey	Petrol	Automatic	1.8	61,877	90,977	7,956	High
M3	2,018	South America	Black	Petrol	Automatic	2.2	193,322	92,850	2,040	Low
i3	2,021	Europe	Silver	Diesel	Automatic	4.3	26,359	79,346	3,284	Low
3 Series	2,023	South America	White	Petrol	Manual	4.7	195,581	87,615	1,539	Low
7 Series	2,022	Africa	Red	Hybrid	Manual	2.7	106,926	57,017	1,923	Low
X6	2,013	Asia	Black	Petrol	Manual	4.9	194,895	52,960	7,451	High
i8	2,013	South America	Black	Electric	Manual	4.3	131,608	116,636	6,122	Low
7 Series	2,015	Africa	Grey	Diesel	Manual	2.3	186,139	108,795	879	Low
7 Series	2,017	Africa	Black	Petrol	Manual	3.6	31,935	108,007	1,058	Low
7 Series	2,012	Middle East	White	Electric	Manual	4.9	198,808	101,437	666	Low
i8	2,020	South America	Blue	Petrol	Automatic	4.5	108,958	77,336	6,370	Low
i3	2,017	Africa	White	Hybrid	Automatic	2.8	179,542	112,933	9,657	High
X5	2,023	North America	Silver	Electric	Automatic	2.6	118,602	38,719	2,718	Low
i8	2,017	Europe	Silver	Petrol	Automatic	4.4	77,601	113,018	7,500	High
X1	2,023	South America	Silver	Electric	Manual	3.4	30,987	37,422	6,769	Low
5 Series	2,023	Asia	Silver	Diesel	Manual	2.1	6,490	37,549	6,738	Low
5 Series	2,016	Asia	Red	Hybrid	Automatic	2.6	32,026	104,278	4,051	Low
5 Series	2,016	North America	Blue	Petrol	Manual	3.8	84,405	48,107	7,971	High
X3	2,014	Europe	Blue	Electric	Automatic	2	25,847	40,792	2,196	Low
X1	2,011	North America	Black	Petrol	Manual	3.9	25,900	91,212	2,777	Low
M5	2,021	Africa	White	Petrol	Manual	4	109,459	91,450	3,441	Low
M3	2,023	Africa	Silver	Hybrid	Automatic	2.4	51,655	89,583	2,699	Low
M5	2,024	Europe	Blue	Electric	Automatic	2.9	118,064	59,967	9,825	High
M3	2,011	Europe	Silver	Hybrid	Automatic	4.8	140,791	101,671	284	Low
7 Series	2,022	Middle East	White	Electric	Manual	4.1	89,100	85,735	9,075	High
X3	2,021	North America	White	Hybrid	Automatic	4.3	127,656	32,584	5,631	Low
X5	2,019	North America	Grey	Petrol	Manual	3.3	133,371	107,729	7,257	High
X1	2,021	Africa	White	Electric	Automatic	2.2	3,520	110,451	2,799	Low
7 Series	2,017	Europe	White	Diesel	Automatic	3.6	18,299	70,651	7,195	High
X3	2,020	Middle East	Grey	Diesel	Automatic	4.2	20,920	89,733	5,473	Low
M5	2,015	Middle East	Red	Diesel	Manual	1.5	196,672	41,321	8,456	High
M3	2,017	Europe	Red	Hybrid	Automatic	1.9	155,049	80,949	9,283	High
X1	2,012	Africa	Black	Hybrid	Automatic	3.2	160,822	108,880	7,359	High
3 Series	2,010	South America	Black	Diesel	Manual	3	112,542	62,402	329	Low
M3	2,022	Middle East	White	Hybrid	Manual	4.9	196,286	57,631	5,055	Low
X3	2,015	Europe	White	Petrol	Manual	1.8	68,558	63,550	2,847	Low
3 Series	2,011	Africa	Blue	Diesel	Automatic	2.6	198,972	119,070	7,168	High
7 Series	2,021	Africa	White	Petrol	Manual	4.4	183,438	116,363	4,578	Low
X5	2,024	Africa	Black	Hybrid	Automatic	3.6	114,615	72,150	3,254	Low
X3	2,018	Europe	Black	Petrol	Automatic	3.5	107,319	60,068	1,060	Low
3 Series	2,014	Africa	White	Hybrid	Automatic	4.1	47,097	44,635	5,511	Low
X6	2,014	Africa	Red	Electric	Manual	1.6	22,118	78,243	1,567	Low
3 Series	2,022	North America	Red	Hybrid	Manual	4.8	53,251	109,163	2,323	Low
M3	2,019	Europe	Blue	Electric	Automatic	2.2	194,261	81,757	4,358	Low
i8	2,017	North America	Silver	Petrol	Automatic	1.8	64,909	73,590	4,069	Low
M3	2,015	North America	Red	Hybrid	Automatic	2.7	196,308	93,852	2,931	Low
7 Series	2,012	Middle East	Red	Petrol	Automatic	4	159,512	60,040	7,609	High
3 Series	2,018	Europe	Black	Electric	Automatic	2.3	175,845	90,835	1,814	Low
X3	2,019	Asia	Black	Petrol	Manual	1.7	32,007	71,675	9,901	High
X1	2,013	Europe	Grey	Hybrid	Manual	1.7	192,813	109,483	3,483	Low
i8	2,019	Europe	Silver	Electric	Automatic	2.4	12,915	73,586	4,720	Low
7 Series	2,013	Europe	White	Electric	Manual	2	72,777	57,122	1,476	Low
X6	2,021	North America	Blue	Electric	Automatic	2.8	155,113	44,777	2,836	Low
X3	2,022	Asia	White	Electric	Automatic	2.1	130,017	84,760	2,749	Low
5 Series	2,011	South America	Silver	Diesel	Manual	2.7	112,497	80,031	2,141	Low
X6	2,012	Asia	Blue	Hybrid	Manual	3.1	146,831	30,253	5,864	Low
i3	2,013	Asia	Grey	Diesel	Manual	4.1	63,354	62,861	8,819	High
X3	2,016	South America	Red	Diesel	Automatic	2.3	1,001	107,019	7,696	High
3 Series	2,022	Europe	Silver	Hybrid	Manual	3.2	77,980	70,082	1,994	Low
X1	2,012	Europe	White	Petrol	Manual	4.4	48,564	42,336	3,840	Low
X5	2,017	North America	Grey	Electric	Manual	5	166,255	85,169	4,364	Low
5 Series	2,017	South America	Black	Petrol	Automatic	3.5	9,183	113,988	3,976	Low
5 Series	2,019	Europe	White	Diesel	Automatic	3	25,361	86,698	9,013	High
i3	2,020	Asia	Silver	Petrol	Automatic	3.7	73,244	99,566	3,870	Low
X6	2,011	Africa	Silver	Electric	Manual	3.2	27,793	78,012	350	Low
i8	2,013	Middle East	Black	Diesel	Automatic	2.1	3,734	117,087	4,356	Low

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