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
3 Series	2,023	Africa	Blue	Petrol	Manual	4.7	82,079	112,852	4,077	Low
i3	2,016	Europe	Black	Electric	Manual	2	4,170	85,366	7,152	High
X6	2,012	Middle East	Black	Petrol	Automatic	4.1	61,131	59,634	1,605	Low
X1	2,021	South America	Grey	Petrol	Manual	4.9	173,741	81,257	6,294	Low
5 Series	2,024	Africa	Black	Electric	Manual	2	164,515	46,911	9,925	High
7 Series	2,024	Asia	Silver	Electric	Automatic	3	163,915	98,699	9,224	High
5 Series	2,020	South America	Silver	Hybrid	Manual	2.7	188,043	68,463	7,923	High
i8	2,014	Africa	Red	Petrol	Manual	2.9	167,226	95,947	5,120	Low
7 Series	2,014	North America	White	Electric	Automatic	4.1	126,633	114,037	9,901	High
X5	2,024	Asia	Blue	Petrol	Automatic	3.8	49,474	85,185	5,034	Low
X1	2,022	South America	Grey	Hybrid	Manual	4.9	105,043	34,689	1,081	Low
7 Series	2,011	South America	Silver	Hybrid	Automatic	2.1	13,031	45,637	7,764	High
X1	2,020	Asia	Blue	Hybrid	Manual	3.4	72,042	116,669	5,300	Low
X1	2,019	Africa	Blue	Petrol	Manual	3.1	23,214	63,810	7,252	High
i8	2,021	Europe	Grey	Petrol	Manual	4.7	17,065	104,589	2,896	Low
M5	2,011	Africa	White	Hybrid	Manual	1.5	16,128	30,274	3,249	Low
X5	2,013	Europe	White	Petrol	Manual	5	90,250	100,527	201	Low
X1	2,024	Middle East	Black	Hybrid	Automatic	3.2	14,060	98,774	9,199	High
i3	2,013	North America	Grey	Petrol	Automatic	3.7	144,163	81,365	1,374	Low
M5	2,013	North America	Silver	Petrol	Manual	2.8	37,498	79,183	7,217	High
X1	2,015	Middle East	Blue	Electric	Automatic	4.5	122,142	33,085	1,911	Low
M5	2,011	North America	Black	Petrol	Automatic	3.5	25,918	103,554	6,811	Low
X5	2,015	Middle East	Black	Hybrid	Automatic	3.8	183,383	119,045	7,756	High
X3	2,016	Asia	Red	Electric	Manual	3.8	40,894	50,426	5,697	Low
3 Series	2,020	Asia	Silver	Petrol	Automatic	2.8	185,742	117,857	8,417	High
7 Series	2,019	North America	Black	Hybrid	Automatic	1.8	183,096	98,958	9,863	High
X5	2,012	Middle East	Grey	Petrol	Manual	4.3	57,729	87,028	8,985	High
X6	2,020	Africa	White	Electric	Automatic	2.5	164,124	70,309	1,853	Low
X5	2,021	North America	Silver	Diesel	Manual	4.5	106,792	118,427	3,048	Low
X3	2,017	Africa	Silver	Hybrid	Manual	3.6	2,901	45,670	7,827	High
M5	2,011	Africa	Red	Diesel	Automatic	2.7	94,248	114,930	3,860	Low
3 Series	2,020	Middle East	Silver	Electric	Manual	3.6	190,714	46,275	8,947	High
7 Series	2,017	Middle East	Red	Electric	Manual	3.8	138	37,607	7,101	High
5 Series	2,022	Africa	Blue	Diesel	Manual	4	24,158	54,718	2,599	Low
5 Series	2,020	South America	Black	Petrol	Manual	4.4	192,467	110,826	4,797	Low
X5	2,014	Middle East	Grey	Diesel	Manual	2.1	77,674	70,248	5,715	Low
X6	2,011	Africa	Silver	Electric	Manual	4.8	18,126	46,964	8,633	High
X1	2,016	Asia	Black	Electric	Automatic	2.9	117,891	97,597	164	Low
M5	2,023	Africa	Grey	Hybrid	Manual	4.5	172,787	73,285	6,016	Low
X6	2,011	Middle East	Grey	Petrol	Manual	2.3	157,726	112,770	9,156	High
i3	2,023	Middle East	Blue	Electric	Automatic	1.6	168,668	34,329	4,696	Low
M3	2,015	Africa	Silver	Petrol	Manual	3.5	96,700	95,663	400	Low
X5	2,019	Europe	White	Petrol	Manual	2.6	96,708	113,191	8,675	High
X1	2,012	North America	Red	Hybrid	Manual	4.9	28,252	46,188	7,449	High
X6	2,018	Middle East	Grey	Electric	Manual	1.9	28,179	36,788	3,876	Low
X5	2,012	Middle East	Blue	Electric	Manual	1.7	47,972	47,431	433	Low
i8	2,020	South America	Grey	Diesel	Manual	1.7	72,822	105,149	661	Low
M3	2,024	Middle East	Grey	Hybrid	Automatic	2.3	54,315	99,585	8,320	High
X3	2,021	South America	White	Electric	Manual	3.5	162,321	104,799	6,898	Low
5 Series	2,021	Asia	White	Petrol	Manual	3.3	116,656	73,803	3,885	Low
M3	2,012	Middle East	Blue	Petrol	Manual	2.7	11,472	36,524	5,633	Low
X1	2,014	Asia	Blue	Petrol	Automatic	1.8	11,856	100,905	9,684	High
i3	2,016	Middle East	Grey	Diesel	Manual	2.3	165,628	108,947	1,145	Low
X3	2,023	Africa	Red	Electric	Automatic	2.1	145,221	90,850	6,251	Low
3 Series	2,017	South America	Grey	Hybrid	Automatic	4.1	128,276	32,900	7,431	High
i3	2,021	Asia	Red	Diesel	Automatic	4.2	112,376	111,335	4,592	Low
X1	2,020	Asia	Blue	Petrol	Manual	4.2	162,485	82,688	2,874	Low
X5	2,016	Africa	Silver	Diesel	Automatic	4.9	15,341	67,941	1,417	Low
X1	2,018	Asia	White	Petrol	Automatic	4.6	5,385	110,000	7,521	High
M5	2,014	Europe	Black	Diesel	Manual	3.2	98,651	31,974	3,595	Low
i3	2,019	Europe	Black	Petrol	Manual	3	199,268	57,236	9,294	High
M3	2,020	South America	Red	Petrol	Manual	4.7	140,076	67,606	1,398	Low
M3	2,024	Europe	Black	Petrol	Manual	3.6	179,382	76,891	3,240	Low
3 Series	2,012	Middle East	Silver	Electric	Manual	2.5	192,448	107,950	7,718	High
M3	2,015	South America	Blue	Petrol	Automatic	3.5	178,472	46,893	4,736	Low
X5	2,014	Middle East	Silver	Petrol	Automatic	5	75,331	43,621	8,557	High
X6	2,021	North America	Silver	Diesel	Manual	4.5	18,942	87,841	8,596	High
X3	2,013	Asia	Black	Electric	Manual	2.5	26,547	43,133	6,187	Low
X6	2,021	Middle East	Black	Hybrid	Manual	4.8	60,527	84,094	5,194	Low
X1	2,011	South America	Grey	Petrol	Manual	4.9	72,728	55,264	5,594	Low
X3	2,016	Europe	Grey	Diesel	Automatic	2.3	52,288	76,661	5,731	Low
M5	2,022	Middle East	Red	Petrol	Manual	4.6	191,203	57,784	2,439	Low
5 Series	2,014	North America	Silver	Diesel	Manual	4.6	82,173	58,842	7,676	High
X5	2,013	South America	Blue	Petrol	Automatic	1.6	195,842	104,988	2,037	Low
X5	2,021	South America	Blue	Petrol	Manual	3.8	2,155	118,000	1,702	Low
X5	2,023	Asia	Red	Hybrid	Automatic	2.6	38,695	70,805	2,185	Low
5 Series	2,017	North America	Black	Hybrid	Manual	3.9	8,255	102,895	8,462	High
M5	2,018	Middle East	White	Diesel	Manual	4.7	100,950	78,876	5,352	Low
M3	2,018	Europe	Silver	Hybrid	Manual	3.2	24,665	67,798	3,083	Low
X6	2,012	Africa	Black	Electric	Automatic	3	545	101,262	8,822	High
5 Series	2,012	Middle East	Blue	Electric	Automatic	4.7	128,244	76,563	9,789	High
3 Series	2,014	Asia	Black	Diesel	Manual	4.9	129,459	115,756	5,733	Low
3 Series	2,014	North America	Grey	Electric	Manual	1.7	97,997	31,316	4,246	Low
M3	2,019	Middle East	White	Petrol	Manual	4.7	22,295	108,105	8,035	High
M3	2,011	Middle East	Black	Diesel	Automatic	1.8	145,917	118,993	3,665	Low
i3	2,010	South America	Grey	Electric	Manual	2.7	105,341	46,469	9,604	High
7 Series	2,017	Africa	Red	Diesel	Automatic	4.2	63,141	118,099	3,379	Low
M5	2,012	Asia	Silver	Electric	Manual	4.2	116,576	97,391	566	Low
i8	2,010	North America	White	Hybrid	Manual	4	54,452	38,656	7,784	High
X3	2,010	Africa	Black	Diesel	Manual	1.6	60,432	55,289	5,319	Low
7 Series	2,020	Asia	Black	Diesel	Manual	2	29,152	103,471	9,653	High
M5	2,024	Middle East	Blue	Hybrid	Manual	4.8	170,219	113,568	3,939	Low
X1	2,011	Middle East	Silver	Diesel	Manual	1.8	146,667	56,521	2,916	Low
5 Series	2,015	North America	White	Diesel	Automatic	1.8	145,762	97,081	5,868	Low
i3	2,015	Africa	Grey	Diesel	Automatic	4.4	72,717	88,104	495	Low
X1	2,023	North America	Grey	Diesel	Automatic	3.7	181,948	70,394	1,117	Low
X5	2,012	Asia	Black	Petrol	Automatic	2.7	53,184	46,414	8,666	High
3 Series	2,021	Asia	White	Petrol	Manual	2.1	105,389	54,994	2,079	Low
5 Series	2,013	North America	Black	Diesel	Automatic	4.6	122,381	117,295	5,551	Low
5 Series	2,021	North America	Red	Electric	Manual	5	79,205	96,258	3,447	Low

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