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
5 Series	2,012	Asia	Grey	Petrol	Manual	1.7	113,246	64,451	4,691	Low
X5	2,011	Middle East	Black	Hybrid	Automatic	4.9	6,530	91,701	7,126	High
X3	2,012	South America	Red	Petrol	Automatic	2.1	72,161	106,476	1,557	Low
X3	2,016	Middle East	Grey	Electric	Automatic	2.8	90,780	103,076	7,291	High
i8	2,015	South America	Red	Diesel	Manual	3.1	34,926	69,050	5,732	Low
M5	2,019	South America	Grey	Petrol	Manual	1.6	37,705	108,614	9,956	High
3 Series	2,021	Europe	White	Electric	Automatic	3.4	198,476	31,476	2,034	Low
X3	2,022	Europe	White	Hybrid	Automatic	4.5	87,104	106,259	4,083	Low
M5	2,014	Europe	Red	Petrol	Manual	4.7	116,391	62,914	4,150	Low
M3	2,017	North America	Black	Hybrid	Manual	2.6	112,717	68,434	2,517	Low
M5	2,020	Asia	Black	Electric	Manual	3.5	82,655	100,526	5,995	Low
X3	2,010	Asia	Grey	Petrol	Manual	4.2	153,039	36,598	3,953	Low
i3	2,012	South America	Grey	Diesel	Manual	2.4	134,967	72,913	8,421	High
X6	2,011	Asia	Black	Hybrid	Manual	3.3	155,673	88,900	428	Low
X5	2,011	Middle East	Black	Electric	Manual	2.8	158,326	95,368	4,684	Low
M5	2,021	Middle East	Grey	Diesel	Automatic	2.8	172,064	105,456	3,082	Low
7 Series	2,020	Middle East	Blue	Petrol	Manual	1.8	30,407	34,857	2,198	Low
7 Series	2,021	Middle East	Black	Petrol	Automatic	2.9	86,907	108,581	1,774	Low
X5	2,010	North America	Grey	Diesel	Automatic	2.1	93,848	38,614	9,690	High
5 Series	2,014	North America	White	Petrol	Automatic	2.6	103,776	40,497	490	Low
X6	2,014	South America	Red	Electric	Automatic	2.7	26,333	57,770	1,451	Low
3 Series	2,012	Asia	Red	Hybrid	Automatic	3	89,984	40,795	7,619	High
X3	2,021	Africa	Silver	Hybrid	Automatic	4.7	106,495	74,047	6,791	Low
X3	2,021	North America	Silver	Petrol	Automatic	3.7	63,770	73,450	5,126	Low
X6	2,018	Middle East	Grey	Hybrid	Manual	4.9	109,348	48,030	6,728	Low
M3	2,021	North America	Silver	Hybrid	Automatic	3.6	6,443	57,648	5,485	Low
X1	2,015	South America	Black	Diesel	Automatic	4.3	43,607	64,470	4,820	Low
7 Series	2,023	Asia	White	Petrol	Manual	4.4	160,517	56,400	3,536	Low
X5	2,019	Asia	Black	Petrol	Manual	4.1	604	46,380	7,282	High
3 Series	2,023	Asia	Silver	Electric	Manual	3.8	130,647	107,729	2,910	Low
7 Series	2,015	Europe	Black	Diesel	Manual	3	1,996	103,936	6,757	Low
X6	2,019	South America	Black	Hybrid	Automatic	3.5	126,299	63,869	4,781	Low
5 Series	2,015	South America	Black	Hybrid	Automatic	2.2	127,246	82,368	9,566	High
M3	2,023	Asia	Grey	Petrol	Manual	3.7	15,039	43,044	5,646	Low
M3	2,011	Asia	Silver	Hybrid	Manual	3.3	159,006	113,762	2,143	Low
X1	2,020	Europe	White	Petrol	Manual	4.3	52,171	37,076	722	Low
5 Series	2,024	Africa	Grey	Petrol	Automatic	4.7	132,752	47,829	8,588	High
i8	2,019	Africa	Blue	Hybrid	Manual	2	114,201	37,610	1,683	Low
5 Series	2,019	North America	White	Hybrid	Automatic	3.9	134,476	42,638	5,383	Low
X1	2,017	Middle East	Red	Hybrid	Manual	4.8	5,416	39,542	2,508	Low
X5	2,015	Middle East	Black	Diesel	Manual	4.7	95,824	49,434	1,928	Low
X1	2,022	Asia	Grey	Hybrid	Automatic	4.4	167,065	32,250	6,370	Low
X3	2,024	North America	Grey	Diesel	Automatic	1.7	112,946	103,072	4,331	Low
i3	2,023	Africa	Red	Petrol	Automatic	2.4	136,539	106,332	6,266	Low
X6	2,012	Middle East	Blue	Diesel	Automatic	2	155,057	32,239	5,906	Low
i8	2,019	Europe	Red	Hybrid	Automatic	4.7	176,681	107,279	5,739	Low
5 Series	2,018	North America	Blue	Petrol	Automatic	4.1	19,412	54,071	3,408	Low
i8	2,011	Africa	White	Electric	Manual	3.4	88,430	92,642	7,107	High
i8	2,016	North America	Blue	Electric	Manual	4.9	149,512	52,029	4,345	Low
M5	2,012	North America	Blue	Petrol	Manual	2.2	62,564	93,690	8,501	High
7 Series	2,024	Middle East	White	Electric	Manual	3.7	195,535	88,402	3,734	Low
7 Series	2,021	Europe	Grey	Diesel	Automatic	3.6	17,010	90,805	5,142	Low
X3	2,024	Africa	Grey	Petrol	Manual	2.7	152,196	97,643	7,023	High
X1	2,015	Africa	Grey	Electric	Automatic	3.2	174,501	85,134	2,001	Low
i3	2,014	North America	Grey	Hybrid	Automatic	2.3	114,568	60,639	7,581	High
i8	2,022	Middle East	White	Petrol	Automatic	3.9	184,645	49,161	8,022	High
X6	2,015	North America	White	Diesel	Automatic	3	34,382	88,185	298	Low
5 Series	2,017	South America	Red	Petrol	Manual	1.6	86,737	102,150	275	Low
M3	2,023	South America	Black	Diesel	Manual	4.8	4,164	57,059	5,105	Low
i3	2,012	Asia	White	Petrol	Manual	3.3	15,355	51,614	2,376	Low
i8	2,011	North America	Grey	Diesel	Manual	4	87,464	39,956	725	Low
i8	2,017	Middle East	Blue	Electric	Manual	2.2	149,577	69,724	3,288	Low
X3	2,010	South America	Black	Diesel	Manual	1.9	99,946	69,042	6,976	Low
5 Series	2,011	North America	Blue	Electric	Automatic	4.7	101,914	114,847	9,326	High
7 Series	2,019	Africa	Grey	Diesel	Manual	3.6	33,648	113,045	3,689	Low
3 Series	2,010	Europe	Silver	Hybrid	Manual	3.2	86,695	119,524	1,803	Low
3 Series	2,014	Africa	Red	Petrol	Manual	3.3	122,390	112,787	979	Low
M5	2,017	North America	Grey	Electric	Manual	2.3	64,347	89,949	5,123	Low
i3	2,011	North America	Black	Electric	Automatic	4.7	105,290	93,700	3,246	Low
5 Series	2,013	North America	Silver	Electric	Automatic	2.2	152,830	61,027	7,229	High
i3	2,013	Middle East	White	Hybrid	Automatic	2.1	132,163	119,074	2,972	Low
X6	2,020	Africa	Black	Diesel	Automatic	4.8	166,991	39,903	4,196	Low
5 Series	2,020	North America	Silver	Electric	Manual	2.4	60,699	62,689	3,311	Low
i3	2,016	Africa	Grey	Hybrid	Manual	4.5	8,476	76,983	4,756	Low
X6	2,010	Middle East	Grey	Diesel	Automatic	4.2	173,048	36,829	8,009	High
i3	2,018	Asia	Red	Petrol	Automatic	2.8	93,420	113,824	674	Low
X6	2,012	Europe	Black	Electric	Automatic	2.4	69,945	71,229	8,954	High
i3	2,015	Middle East	Red	Petrol	Manual	4.2	74,896	50,525	4,942	Low
i8	2,019	North America	White	Hybrid	Automatic	3.6	25,797	31,169	9,716	High
i8	2,023	Africa	White	Electric	Automatic	2.4	748	39,781	4,454	Low
X6	2,014	North America	Black	Hybrid	Automatic	4.6	24,337	108,849	6,381	Low
X1	2,013	Africa	White	Petrol	Automatic	4	86,013	64,663	3,935	Low
7 Series	2,018	North America	White	Hybrid	Automatic	4.7	50,619	74,136	8,934	High
M3	2,020	Africa	Black	Diesel	Automatic	3	148,156	60,336	2,013	Low
5 Series	2,021	Africa	Grey	Electric	Manual	1.9	168,152	57,253	4,296	Low
X6	2,023	Europe	Red	Hybrid	Manual	4.7	4,918	30,577	6,566	Low
X6	2,018	South America	Silver	Diesel	Manual	3.6	24,994	50,110	9,372	High
7 Series	2,010	South America	Red	Diesel	Automatic	3.6	162,601	58,131	3,867	Low
X6	2,016	Africa	Grey	Electric	Automatic	3.5	65,162	63,955	924	Low
M3	2,019	Middle East	Blue	Petrol	Automatic	3.2	113,589	107,786	5,513	Low
X3	2,018	South America	Black	Diesel	Manual	2.4	189,349	108,000	8,541	High
X5	2,014	Asia	Red	Hybrid	Manual	3.6	105,549	32,855	6,157	Low
X6	2,010	Europe	Silver	Electric	Manual	4	193,688	104,695	517	Low
M5	2,017	South America	Silver	Electric	Manual	4.7	51,424	33,059	8,275	High
i3	2,014	Africa	White	Electric	Manual	1.8	27,503	91,653	3,333	Low
X3	2,015	Asia	Blue	Hybrid	Automatic	2.4	151,931	58,503	1,965	Low
3 Series	2,016	South America	Grey	Diesel	Manual	4.2	105,953	103,699	4,844	Low
X1	2,019	North America	Blue	Electric	Automatic	4.2	194,282	88,687	2,474	Low
i3	2,016	South America	Silver	Electric	Manual	2.2	38,118	102,398	2,813	Low
7 Series	2,022	Europe	Blue	Hybrid	Automatic	2.1	69,946	77,526	9,005	High

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