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	2,018	Africa	Red	Electric	Automatic	4.1	169,159	103,238	2,483	Low
M5	2,017	Asia	White	Electric	Automatic	4	20,349	76,440	3,674	Low
X6	2,021	South America	Grey	Hybrid	Automatic	1.8	90,793	110,893	5,345	Low
X1	2,023	Asia	Blue	Hybrid	Manual	2	156,224	111,387	5,111	Low
i3	2,023	Africa	Blue	Hybrid	Automatic	4.3	192,837	68,275	276	Low
X6	2,017	North America	Red	Hybrid	Automatic	3.5	82,678	45,995	1,980	Low
X6	2,016	Europe	Silver	Hybrid	Manual	4.4	171,053	104,604	3,911	Low
M3	2,014	Middle East	Blue	Electric	Manual	2.1	167,055	108,772	411	Low
X3	2,012	Middle East	Grey	Hybrid	Manual	1.6	108,300	79,180	6,313	Low
3 Series	2,024	Africa	White	Petrol	Manual	2.1	51,077	34,504	8,012	High
3 Series	2,021	Europe	Silver	Electric	Automatic	3.1	77,158	94,630	9,867	High
7 Series	2,023	Africa	Black	Hybrid	Manual	3.3	134,259	103,345	2,721	Low
X3	2,018	Asia	Black	Electric	Manual	4.5	155,036	55,122	4,364	Low
X6	2,023	Asia	Grey	Hybrid	Manual	4	5,249	98,058	6,347	Low
X6	2,016	Africa	Red	Electric	Manual	5	85,367	113,539	4,109	Low
5 Series	2,020	Europe	Grey	Diesel	Manual	1.8	121,136	85,550	3,148	Low
i8	2,019	Africa	Grey	Diesel	Automatic	2	150,339	118,687	6,856	Low
X5	2,019	North America	Grey	Hybrid	Manual	1.8	45,907	73,955	4,819	Low
M5	2,017	Africa	White	Diesel	Manual	3.4	184,368	72,086	6,724	Low
X3	2,023	Middle East	Black	Diesel	Manual	2.4	194,695	52,634	756	Low
M5	2,015	Europe	Silver	Petrol	Manual	3.9	14,517	82,503	9,050	High
i3	2,021	Middle East	Blue	Hybrid	Manual	2	141,187	79,094	9,837	High
i8	2,023	South America	Black	Hybrid	Automatic	1.9	62,070	108,709	8,449	High
X5	2,020	Africa	Black	Hybrid	Automatic	3.1	44,520	59,785	912	Low
7 Series	2,023	Asia	Black	Hybrid	Manual	2.8	147,302	101,025	3,111	Low
3 Series	2,014	Africa	White	Electric	Manual	4.4	82,464	86,279	367	Low
M3	2,024	Europe	Black	Petrol	Automatic	4.4	121,353	43,792	9,506	High
7 Series	2,017	North America	Silver	Petrol	Manual	1.9	161,596	65,785	5,824	Low
i3	2,012	Asia	Silver	Electric	Automatic	4.3	101,990	75,791	8,250	High
i3	2,021	Europe	Black	Hybrid	Manual	3.5	185,310	112,171	5,336	Low
M3	2,022	Europe	Grey	Petrol	Automatic	3.3	98,156	51,359	657	Low
X6	2,022	North America	White	Diesel	Automatic	1.8	84,686	41,028	8,823	High
i8	2,016	Africa	Red	Electric	Automatic	4.1	137,395	85,021	3,597	Low
3 Series	2,011	Africa	White	Diesel	Manual	1.7	26,982	71,301	3,549	Low
5 Series	2,012	South America	White	Diesel	Automatic	2.5	38,963	91,480	6,003	Low
X6	2,024	North America	Blue	Petrol	Automatic	1.8	5,203	97,201	8,440	High
i3	2,022	Africa	White	Diesel	Automatic	3.4	20,511	61,716	7,167	High
X6	2,021	Asia	Silver	Electric	Automatic	3.8	136,575	102,419	1,525	Low
X3	2,024	Asia	Grey	Hybrid	Automatic	4.6	69,043	116,342	5,561	Low
i8	2,011	Africa	Silver	Petrol	Manual	4.1	185,625	80,009	192	Low
i8	2,014	South America	Grey	Hybrid	Manual	4.9	36,262	45,116	4,987	Low
M3	2,016	Europe	Black	Electric	Automatic	4.2	114,577	107,352	6,015	Low
M5	2,020	North America	White	Petrol	Automatic	2.5	127,210	42,688	5,357	Low
7 Series	2,019	South America	Silver	Diesel	Automatic	3.4	12,349	53,945	9,741	High
X6	2,020	South America	Black	Diesel	Automatic	3.1	1,921	94,012	5,004	Low
X6	2,020	North America	Black	Hybrid	Manual	3.5	13,730	80,453	8,420	High
i3	2,020	North America	Blue	Petrol	Manual	3.5	57,952	95,249	6,708	Low
M3	2,024	South America	Blue	Petrol	Manual	4	178,287	91,064	7,041	High
3 Series	2,019	Middle East	White	Electric	Automatic	1.8	183,309	116,473	8,262	High
7 Series	2,024	Europe	Grey	Petrol	Automatic	4.1	191,624	33,256	2,996	Low
X3	2,024	Africa	Silver	Electric	Automatic	2	20,486	94,034	7,881	High
M5	2,024	Africa	Blue	Hybrid	Manual	1.6	105,494	52,261	5,649	Low
5 Series	2,022	South America	White	Petrol	Automatic	3.3	88,376	91,386	3,744	Low
5 Series	2,023	Middle East	Red	Diesel	Automatic	3.5	157,126	57,140	7,903	High
3 Series	2,010	North America	White	Petrol	Manual	1.6	1,216	67,870	1,441	Low
5 Series	2,022	South America	Red	Petrol	Automatic	3.3	12,085	95,704	6,564	Low
M3	2,019	North America	White	Hybrid	Automatic	3.4	15,277	74,219	9,971	High
i3	2,018	Asia	White	Hybrid	Manual	1.7	130,791	40,505	2,312	Low
i8	2,010	Middle East	Black	Petrol	Manual	4	29,026	87,485	9,431	High
7 Series	2,010	South America	Black	Electric	Automatic	2.2	157,221	31,872	3,690	Low
i8	2,023	Africa	Grey	Electric	Automatic	4.3	24,366	65,890	1,228	Low
X5	2,024	South America	Grey	Diesel	Automatic	2.6	86,259	44,549	4,811	Low
X1	2,021	North America	Blue	Diesel	Automatic	3.2	95,854	111,793	9,032	High
3 Series	2,019	Middle East	Grey	Electric	Automatic	4.6	43,015	73,860	1,885	Low
X3	2,017	South America	White	Hybrid	Automatic	4.3	111,634	65,118	4,203	Low
X1	2,015	Middle East	White	Petrol	Automatic	4.2	164,804	78,120	9,973	High
3 Series	2,015	North America	White	Petrol	Manual	2.1	49,068	102,020	3,456	Low
3 Series	2,021	Middle East	White	Electric	Manual	1.7	53,247	43,715	3,889	Low
X5	2,018	North America	Grey	Hybrid	Automatic	3.6	53,711	35,139	2,367	Low
7 Series	2,024	Africa	Silver	Diesel	Manual	2.9	72,966	69,385	9,199	High
M3	2,013	Africa	Silver	Petrol	Manual	4.7	165,908	101,721	1,295	Low
M3	2,017	South America	Red	Petrol	Automatic	2.7	24,619	65,032	3,560	Low
M5	2,013	Middle East	Grey	Hybrid	Manual	2.9	101,656	86,456	5,026	Low
M5	2,023	Africa	Black	Hybrid	Automatic	3.3	184,110	119,768	7,359	High
X3	2,011	Asia	White	Diesel	Manual	4.3	10,220	77,077	545	Low
7 Series	2,020	Europe	Red	Hybrid	Manual	2.4	142,465	100,094	3,648	Low
X3	2,024	Europe	White	Diesel	Manual	4.8	127,303	109,534	8,753	High
i8	2,017	Europe	Black	Petrol	Manual	3.4	96,850	31,248	6,435	Low
M5	2,021	South America	Grey	Petrol	Manual	4.4	26,729	90,083	4,303	Low
M5	2,016	Africa	White	Hybrid	Automatic	3.3	45,668	106,745	4,767	Low
5 Series	2,013	Asia	Black	Petrol	Automatic	4.2	150,354	89,073	3,963	Low
M3	2,018	Middle East	Red	Petrol	Automatic	1.7	93,876	116,025	1,122	Low
5 Series	2,024	Asia	Grey	Diesel	Manual	4.3	157,492	40,662	8,777	High
X1	2,018	South America	Black	Petrol	Automatic	3.3	11,163	66,775	1,279	Low
7 Series	2,017	Middle East	Red	Electric	Automatic	3.1	86,678	49,723	9,347	High
X1	2,023	Africa	Red	Diesel	Manual	1.9	63,879	61,132	7,218	High
X6	2,010	Europe	Silver	Petrol	Automatic	4.1	29,730	48,287	9,342	High
M3	2,016	Middle East	Silver	Diesel	Automatic	2	169,438	48,380	8,491	High
i3	2,014	Europe	Grey	Diesel	Automatic	2.2	113,814	75,527	6,482	Low
3 Series	2,016	South America	White	Diesel	Manual	1.9	105,542	30,184	8,237	High
M3	2,021	Asia	Red	Electric	Manual	1.5	179,713	37,966	5,622	Low
5 Series	2,018	Africa	Black	Petrol	Automatic	3.8	137,307	106,682	422	Low
7 Series	2,011	Middle East	Silver	Electric	Automatic	2.4	61,989	86,296	7,283	High
7 Series	2,022	Europe	Black	Hybrid	Automatic	2	4,131	77,695	878	Low
i3	2,023	Europe	Grey	Electric	Manual	2.6	91,571	33,363	4,330	Low
X6	2,020	Africa	White	Hybrid	Automatic	3.2	79,328	59,116	4,749	Low
M3	2,013	Asia	Blue	Electric	Automatic	3.3	1,404	90,999	3,510	Low
X3	2,013	South America	Silver	Hybrid	Manual	2.8	173,751	56,111	6,191	Low
i8	2,011	Europe	Black	Petrol	Automatic	3.2	141,841	41,558	5,700	Low
X3	2,012	Europe	Grey	Diesel	Manual	3	141,733	93,723	7,594	High

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