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	2,023	North America	White	Diesel	Automatic	3.2	43,056	99,289	6,535	Low
i3	2,022	Asia	Grey	Diesel	Automatic	3.6	75,207	32,298	7,012	High
X6	2,017	Middle East	Black	Diesel	Manual	4.4	141,816	59,727	8,661	High
M5	2,010	South America	Red	Petrol	Manual	3.2	11,601	56,747	966	Low
7 Series	2,017	Asia	Grey	Petrol	Automatic	2.6	1,439	99,193	5,342	Low
X1	2,023	South America	Red	Electric	Manual	4.8	121,187	64,160	4,886	Low
M3	2,010	Europe	White	Petrol	Manual	4.7	97,035	117,463	1,664	Low
X3	2,012	South America	Silver	Diesel	Automatic	2.3	25,273	113,644	870	Low
7 Series	2,018	Europe	White	Hybrid	Automatic	4	169,458	72,246	5,312	Low
i8	2,013	North America	Silver	Electric	Manual	3.8	188,567	36,042	2,262	Low
i8	2,019	Europe	Silver	Diesel	Automatic	3.8	139,010	96,871	5,062	Low
5 Series	2,022	Africa	White	Electric	Manual	4.4	94,549	116,208	8,841	High
i3	2,018	Middle East	White	Hybrid	Manual	3.9	13,569	73,459	8,856	High
5 Series	2,010	South America	White	Diesel	Manual	3.3	176,343	73,854	7,240	High
7 Series	2,017	Asia	White	Diesel	Manual	4.5	67,847	32,889	3,540	Low
X6	2,012	Europe	Grey	Electric	Manual	2.4	25,340	56,055	612	Low
X6	2,020	Africa	Red	Diesel	Manual	3.9	90,084	105,160	8,387	High
X6	2,016	South America	Blue	Hybrid	Manual	4	78,125	46,835	1,233	Low
M3	2,011	Asia	Red	Diesel	Automatic	4.5	47,687	65,852	7,707	High
i3	2,022	South America	Red	Hybrid	Automatic	5	46,808	109,552	5,237	Low
M3	2,016	Africa	Silver	Petrol	Automatic	3.5	64,031	81,033	8,649	High
i8	2,016	North America	Black	Diesel	Manual	3.2	109,327	113,426	5,336	Low
i3	2,018	North America	Grey	Electric	Manual	3.6	131,102	97,774	5,031	Low
3 Series	2,011	South America	Silver	Electric	Automatic	3.8	176,260	67,175	5,952	Low
X6	2,017	Middle East	Blue	Hybrid	Manual	4	95,146	60,961	6,259	Low
M3	2,014	North America	Red	Diesel	Automatic	2.5	146,060	101,376	1,100	Low
5 Series	2,019	Europe	Blue	Electric	Manual	3.2	117,642	50,443	6,295	Low
X1	2,018	Europe	Black	Diesel	Automatic	2.8	51,232	119,784	1,059	Low
M5	2,017	North America	Red	Hybrid	Automatic	1.6	182,915	36,757	4,470	Low
X1	2,012	Asia	Black	Diesel	Manual	3.6	68,082	100,872	4,340	Low
M3	2,012	North America	Grey	Electric	Manual	4.6	49,645	48,098	3,787	Low
i3	2,020	South America	White	Diesel	Manual	4.7	195,733	50,008	2,226	Low
5 Series	2,021	Asia	Black	Petrol	Automatic	3.3	11,195	108,110	947	Low
X5	2,019	Asia	Red	Diesel	Automatic	4.2	40,685	91,585	5,208	Low
M5	2,017	North America	Red	Hybrid	Manual	4	169,190	35,969	4,944	Low
M5	2,018	Europe	Grey	Hybrid	Automatic	2.3	199,530	79,930	7,068	High
5 Series	2,011	South America	Red	Electric	Automatic	1.7	160,226	89,499	2,054	Low
7 Series	2,012	Africa	Blue	Hybrid	Automatic	4.1	168,528	60,830	6,231	Low
X6	2,023	Africa	Blue	Petrol	Automatic	2.5	42,079	106,485	9,488	High
7 Series	2,023	South America	Silver	Hybrid	Automatic	3.4	65,951	94,068	6,577	Low
i8	2,017	Middle East	Silver	Electric	Manual	3.3	126,012	69,546	429	Low
X1	2,011	North America	Black	Diesel	Manual	4.4	114,299	51,922	9,892	High
M3	2,017	Middle East	White	Hybrid	Manual	3.8	160,771	32,688	5,889	Low
i3	2,014	Europe	Black	Hybrid	Manual	4.5	1,501	60,733	2,866	Low
X6	2,015	Asia	Grey	Diesel	Automatic	4.1	55,250	46,122	6,641	Low
M5	2,023	Africa	Blue	Diesel	Manual	5	31,721	56,729	1,745	Low
M3	2,019	North America	Blue	Electric	Manual	4.5	9,872	74,229	5,940	Low
X1	2,024	Europe	Black	Electric	Manual	2.2	143,184	80,194	1,967	Low
X1	2,021	Asia	White	Hybrid	Manual	4.9	54,283	58,594	9,228	High
i8	2,013	South America	Black	Electric	Manual	2.7	7,886	51,527	8,878	High
X6	2,012	Middle East	Red	Electric	Automatic	3.6	64,138	78,997	1,623	Low
X5	2,017	Africa	Red	Petrol	Manual	4.8	186,074	93,133	2,284	Low
3 Series	2,018	Europe	Grey	Diesel	Automatic	2.2	4,877	111,548	5,570	Low
i8	2,024	North America	Silver	Electric	Manual	4.5	95,246	110,733	2,839	Low
X6	2,022	South America	Grey	Petrol	Automatic	4.8	37,132	60,842	1,562	Low
M5	2,024	Europe	Grey	Hybrid	Manual	4.5	28,961	105,422	5,916	Low
X3	2,017	Middle East	Grey	Diesel	Automatic	4.4	161,028	30,269	7,823	High
X1	2,018	Africa	Grey	Petrol	Automatic	2.4	163,187	69,892	7,067	High
M3	2,010	Europe	Red	Diesel	Manual	2.9	180,142	43,908	5,517	Low
M5	2,014	Middle East	White	Hybrid	Automatic	4.2	164,863	112,849	6,937	Low
7 Series	2,021	Europe	Black	Diesel	Manual	1.9	41,692	101,360	2,605	Low
M5	2,016	Asia	White	Diesel	Manual	4.6	42	48,000	1,706	Low
X1	2,017	Africa	Blue	Electric	Automatic	2.2	176,608	103,185	9,385	High
M3	2,023	Africa	Grey	Hybrid	Manual	3.5	81,913	97,445	8,857	High
X5	2,020	Europe	Blue	Hybrid	Automatic	1.9	154,903	46,338	7,891	High
M5	2,011	Middle East	Silver	Electric	Manual	2.1	127,403	55,826	1,535	Low
i3	2,021	Europe	Red	Electric	Manual	3.5	134,108	93,637	2,508	Low
5 Series	2,020	Asia	Blue	Hybrid	Manual	3.7	59,936	113,251	5,053	Low
X1	2,023	Middle East	White	Petrol	Manual	2.4	147,713	96,669	3,122	Low
X1	2,013	Europe	Grey	Hybrid	Manual	1.9	90,401	76,513	8,742	High
7 Series	2,016	Asia	White	Petrol	Automatic	3.4	135,614	30,270	5,695	Low
X5	2,014	South America	Black	Petrol	Manual	4.4	69,501	30,109	373	Low
i8	2,010	South America	Blue	Hybrid	Manual	2.2	45,634	82,702	3,295	Low
M3	2,022	Asia	White	Petrol	Automatic	3.9	148,687	52,134	6,962	Low
5 Series	2,023	Europe	Silver	Hybrid	Manual	2.9	7,049	66,222	3,987	Low
i8	2,011	Africa	Red	Hybrid	Manual	4.8	70,030	34,515	8,817	High
X5	2,014	North America	Blue	Hybrid	Manual	1.8	195,019	32,728	6,116	Low
3 Series	2,015	North America	Silver	Petrol	Manual	1.6	79,340	57,489	7,311	High
X1	2,010	Asia	Blue	Electric	Automatic	1.9	65,355	74,675	2,899	Low
M3	2,021	Middle East	Blue	Petrol	Manual	4.2	76,916	32,495	8,545	High
X1	2,012	North America	Grey	Electric	Automatic	4.7	178,854	94,095	5,649	Low
i8	2,015	Middle East	Red	Petrol	Automatic	4.4	150,578	41,168	6,947	Low
X5	2,015	Europe	Silver	Diesel	Manual	4	42,330	61,894	9,674	High
M3	2,016	Middle East	Red	Hybrid	Automatic	1.7	136,595	117,499	7,061	High
7 Series	2,019	Middle East	Blue	Petrol	Automatic	2.2	69,190	74,331	3,825	Low
M3	2,021	South America	Grey	Hybrid	Automatic	4.8	14,169	54,258	1,947	Low
i8	2,023	Europe	Red	Hybrid	Automatic	3.7	143,038	63,774	9,424	High
X3	2,023	Middle East	Grey	Petrol	Manual	3.1	71,002	108,657	955	Low
X1	2,012	Africa	Red	Hybrid	Automatic	3.8	165,812	70,520	3,861	Low
i3	2,010	Europe	Red	Electric	Manual	2.1	108,685	37,439	6,597	Low
M5	2,022	Middle East	Silver	Electric	Automatic	4.6	47,181	63,397	8,049	High
M3	2,016	Asia	White	Electric	Manual	3.8	36,051	85,573	2,973	Low
X5	2,021	Europe	Black	Petrol	Manual	3.1	22,955	78,860	9,118	High
i8	2,020	Asia	Black	Hybrid	Manual	3.1	149,542	115,880	1,392	Low
3 Series	2,012	North America	Black	Hybrid	Manual	4.4	48,449	96,009	2,521	Low
X5	2,014	North America	Red	Diesel	Automatic	2.6	132,943	81,933	4,854	Low
X3	2,013	Middle East	Silver	Petrol	Manual	2	144,593	38,604	6,927	Low
3 Series	2,021	Africa	Black	Diesel	Automatic	2.1	94,395	87,756	5,716	Low
X1	2,024	South America	White	Electric	Automatic	1.8	165,280	105,827	2,685	Low
X3	2,010	Asia	Blue	Petrol	Automatic	3.3	120,511	104,081	3,015	Low

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