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	2,016	North America	Blue	Diesel	Manual	2.3	93,738	60,476	3,911	Low
X1	2,012	Asia	Silver	Hybrid	Automatic	4.5	22,133	31,208	4,798	Low
i3	2,011	North America	Grey	Electric	Manual	3	60,329	116,373	2,518	Low
3 Series	2,012	Asia	Red	Diesel	Automatic	3.6	114,425	56,601	4,923	Low
X6	2,020	Asia	White	Petrol	Manual	3.6	21,437	41,080	1,799	Low
X3	2,012	Europe	White	Diesel	Manual	3.6	143,123	76,625	8,158	High
M5	2,017	North America	Black	Petrol	Manual	3.5	196,846	117,524	109	Low
i3	2,013	Asia	Blue	Diesel	Automatic	4.4	77,261	84,238	8,862	High
5 Series	2,012	Asia	White	Electric	Manual	4.3	133,110	73,304	3,405	Low
M5	2,019	Europe	Black	Petrol	Manual	3	103,720	106,751	5,299	Low
X5	2,014	South America	White	Petrol	Automatic	3.7	10,070	77,144	4,631	Low
7 Series	2,013	South America	Grey	Diesel	Automatic	1.9	56,806	65,129	4,396	Low
i3	2,018	South America	Grey	Diesel	Manual	1.8	181,991	68,317	6,653	Low
i8	2,017	Asia	Grey	Petrol	Manual	3.2	199,556	31,138	5,735	Low
3 Series	2,020	Asia	Red	Electric	Automatic	4.7	3,070	96,055	3,615	Low
M5	2,016	Asia	Blue	Hybrid	Automatic	3.8	104,905	112,187	2,905	Low
X5	2,024	North America	White	Electric	Manual	3.8	1,468	113,153	8,573	High
M3	2,017	Europe	White	Petrol	Automatic	2.1	171,274	72,147	2,404	Low
X6	2,022	Europe	White	Diesel	Manual	3.1	111,929	110,415	906	Low
X5	2,014	Middle East	Red	Electric	Manual	2.9	83,634	48,845	3,655	Low
X1	2,013	Africa	Blue	Electric	Manual	4.2	137,980	80,836	7,490	High
3 Series	2,016	Middle East	Silver	Hybrid	Automatic	2	24,538	80,257	9,442	High
5 Series	2,010	Europe	Silver	Diesel	Manual	3.4	22,892	107,972	5,553	Low
X1	2,015	Africa	Red	Petrol	Manual	4.7	70,204	65,906	7,832	High
X3	2,024	Asia	Silver	Hybrid	Manual	4.6	70,284	35,692	2,562	Low
M5	2,017	Middle East	Grey	Petrol	Automatic	4.5	102,700	71,346	5,345	Low
X3	2,016	South America	Black	Electric	Manual	2.8	121,622	38,926	5,661	Low
i8	2,011	Asia	Red	Diesel	Manual	4.8	179,471	52,206	6,418	Low
7 Series	2,023	South America	Silver	Electric	Automatic	4.3	120,824	80,946	9,579	High
X3	2,022	North America	Grey	Petrol	Manual	4.5	127,735	101,172	9,152	High
X3	2,023	South America	White	Diesel	Automatic	4.8	87,945	95,226	7,578	High
X5	2,016	Middle East	Red	Hybrid	Automatic	4.8	178,037	60,533	2,388	Low
M3	2,022	Europe	White	Petrol	Automatic	2.3	135,775	73,174	2,011	Low
X6	2,015	Asia	Blue	Electric	Manual	1.9	82,988	53,469	9,195	High
i3	2,022	North America	Red	Petrol	Manual	3.9	45,186	73,089	938	Low
3 Series	2,014	Africa	Silver	Electric	Automatic	3.5	13,417	76,356	3,120	Low
X6	2,013	South America	White	Electric	Manual	2.6	98,724	80,946	5,269	Low
3 Series	2,010	Africa	Silver	Hybrid	Automatic	3.9	80,135	94,779	1,358	Low
M5	2,022	Europe	Red	Hybrid	Manual	1.7	82,944	31,002	515	Low
i3	2,011	Asia	Grey	Diesel	Automatic	1.7	181,714	76,383	1,550	Low
5 Series	2,024	Asia	Red	Diesel	Automatic	2.7	155,207	32,608	2,911	Low
X5	2,016	Europe	Black	Electric	Automatic	2.2	110,550	36,998	6,735	Low
X1	2,019	Europe	Grey	Petrol	Manual	4	20,416	90,934	2,549	Low
X6	2,012	Asia	Grey	Diesel	Automatic	4.8	90,141	86,407	6,715	Low
7 Series	2,014	Asia	Grey	Petrol	Manual	3.8	4,478	40,451	9,079	High
M5	2,017	Europe	Black	Petrol	Automatic	3.8	123,771	95,532	607	Low
M5	2,022	Asia	Black	Hybrid	Manual	1.5	159,828	62,176	5,544	Low
X5	2,022	North America	White	Diesel	Manual	3.3	178,084	108,170	2,501	Low
X1	2,017	Africa	White	Hybrid	Manual	4.4	91,731	46,858	8,495	High
X5	2,015	North America	Red	Hybrid	Manual	3.8	137,243	115,120	4,819	Low
i8	2,014	North America	Black	Electric	Automatic	2.3	107,096	36,508	8,903	High
3 Series	2,022	North America	Silver	Petrol	Manual	4.5	172,640	44,352	4,810	Low
X3	2,011	Europe	Grey	Electric	Automatic	4.9	111,798	68,697	5,522	Low
i8	2,018	South America	Blue	Petrol	Manual	2.5	174,397	114,620	7,906	High
3 Series	2,010	Asia	Black	Electric	Manual	2.2	43,022	39,866	4,221	Low
X5	2,020	North America	Blue	Electric	Manual	2.7	45,152	101,431	3,956	Low
M3	2,011	Africa	Grey	Electric	Manual	1.7	171,903	50,803	3,610	Low
X1	2,022	Africa	Blue	Hybrid	Manual	4.6	141,967	60,030	311	Low
i8	2,010	North America	Black	Hybrid	Automatic	4.8	183,210	41,453	1,940	Low
X3	2,021	Europe	White	Electric	Automatic	3.7	106,350	110,279	3,940	Low
X5	2,013	Europe	Red	Electric	Automatic	4.2	54,143	87,961	6,799	Low
X6	2,013	Asia	Blue	Electric	Manual	3.8	43,609	81,534	6,570	Low
M3	2,014	Europe	White	Petrol	Manual	2.8	29,020	93,446	6,183	Low
X3	2,014	North America	Red	Electric	Manual	3.7	104,340	94,699	2,591	Low
7 Series	2,017	Africa	Silver	Petrol	Manual	4.4	25,438	74,742	4,348	Low
X6	2,020	Europe	Red	Hybrid	Automatic	4.3	173,562	33,073	2,318	Low
5 Series	2,024	Africa	Silver	Diesel	Manual	1.8	184,903	96,559	8,404	High
X1	2,020	North America	Grey	Diesel	Automatic	3.1	191,750	73,680	9,442	High
X5	2,012	Africa	Red	Diesel	Manual	2.9	53,382	105,473	7,612	High
i3	2,015	North America	Black	Electric	Manual	4.1	20,153	89,945	2,147	Low
3 Series	2,021	Middle East	Black	Petrol	Manual	3.3	121,974	85,994	9,206	High
7 Series	2,022	Asia	Red	Diesel	Manual	2.7	40,474	39,442	8,524	High
i8	2,021	Middle East	Silver	Diesel	Automatic	4	192,659	119,019	445	Low
X1	2,012	Africa	Red	Petrol	Automatic	3.2	132,963	59,606	7,905	High
X3	2,022	Middle East	Grey	Diesel	Automatic	2.4	85,150	51,710	8,120	High
X3	2,011	Middle East	Black	Hybrid	Automatic	4.6	191,700	42,377	2,675	Low
i3	2,017	North America	Blue	Hybrid	Automatic	1.9	36,840	55,384	8,367	High
M5	2,010	Europe	Blue	Electric	Automatic	1.6	106,849	102,068	9,106	High
X3	2,018	Middle East	Silver	Diesel	Manual	2	13,114	42,504	6,685	Low
i8	2,020	Middle East	Blue	Hybrid	Automatic	2.1	32,670	114,055	9,346	High
3 Series	2,016	Middle East	Blue	Hybrid	Automatic	3.4	133,828	119,160	8,184	High
X3	2,021	North America	White	Electric	Automatic	3.7	161,955	33,898	5,032	Low
M3	2,019	Asia	Red	Electric	Automatic	3.1	61,341	73,608	3,893	Low
3 Series	2,022	Europe	Silver	Electric	Manual	2.2	178,214	94,932	6,007	Low
X3	2,024	Africa	Red	Hybrid	Manual	2	101,960	44,425	2,392	Low
3 Series	2,021	Middle East	White	Electric	Manual	3.2	191,059	41,112	5,531	Low
i8	2,020	Asia	Silver	Hybrid	Manual	3.5	80,738	51,179	4,950	Low
X3	2,013	South America	Blue	Hybrid	Manual	2.6	91,461	72,411	4,737	Low
X3	2,012	Middle East	Black	Diesel	Manual	2.3	22,399	36,464	1,660	Low
X6	2,015	North America	Red	Electric	Automatic	1.8	52,085	50,593	9,120	High
5 Series	2,018	Europe	Black	Petrol	Manual	1.6	157,860	36,093	6,649	Low
i3	2,024	North America	White	Petrol	Manual	1.9	45,676	54,435	8,858	High
M5	2,018	Africa	Red	Hybrid	Manual	4.1	143,468	86,093	8,084	High
5 Series	2,013	Africa	Red	Diesel	Automatic	2.7	56,513	44,747	3,101	Low
X6	2,019	North America	Black	Hybrid	Manual	1.6	29,242	91,414	425	Low
5 Series	2,014	Europe	White	Diesel	Automatic	3.3	29,521	101,514	3,194	Low
M5	2,020	North America	Blue	Diesel	Manual	3.4	192,876	61,219	4,742	Low
X1	2,022	Asia	Grey	Electric	Automatic	3	129,271	56,998	4,854	Low
M5	2,018	Asia	Black	Hybrid	Automatic	1.9	36,528	97,451	9,289	High
3 Series	2,011	Europe	Black	Electric	Manual	4.1	186,036	53,656	4,293	Low

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