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
X5	2,019	North America	White	Hybrid	Manual	4	34,070	35,928	7,683	High
X5	2,021	Europe	Grey	Electric	Automatic	3.4	22,006	88,761	6,602	Low
i8	2,020	North America	Red	Hybrid	Automatic	2.5	18,067	108,180	1,492	Low
5 Series	2,015	Africa	Grey	Hybrid	Automatic	2.1	36,982	117,460	3,445	Low
7 Series	2,014	South America	Silver	Hybrid	Manual	2.1	100,232	89,088	9,329	High
X6	2,019	Asia	Black	Diesel	Automatic	4.5	178,445	111,043	6,557	Low
X6	2,020	South America	Red	Diesel	Automatic	4.6	181,674	60,325	9,398	High
i8	2,024	Africa	Red	Hybrid	Automatic	3.1	147,155	112,025	2,550	Low
X5	2,023	Africa	Red	Diesel	Automatic	1.9	168,380	42,229	8,329	High
X1	2,018	Asia	Silver	Hybrid	Automatic	4.6	129,360	76,287	8,867	High
i3	2,011	Africa	Grey	Diesel	Automatic	3.2	68,228	85,275	9,874	High
i3	2,014	South America	Black	Hybrid	Manual	3	41,571	104,535	8,265	High
3 Series	2,015	North America	Silver	Electric	Manual	2.9	176,954	98,849	167	Low
X5	2,016	Asia	Red	Petrol	Automatic	2.8	37,852	82,190	357	Low
X1	2,014	Europe	Black	Hybrid	Manual	3.3	126,316	115,633	8,820	High
M5	2,018	Asia	Grey	Electric	Manual	3.6	99,531	101,520	5,156	Low
X5	2,010	Europe	Black	Diesel	Manual	3.1	88,323	32,826	7,166	High
X1	2,016	Asia	Blue	Electric	Manual	4.6	199,888	63,441	2,573	Low
M3	2,019	Africa	Grey	Electric	Automatic	2.6	2,516	46,381	618	Low
3 Series	2,016	Africa	Black	Diesel	Manual	3.5	95,534	46,423	2,724	Low
i3	2,013	Middle East	Black	Diesel	Manual	2.5	188,488	110,524	6,090	Low
M5	2,018	North America	Red	Petrol	Automatic	4.1	113,845	82,951	3,829	Low
M3	2,023	Middle East	Red	Hybrid	Manual	1.9	91,637	108,817	3,378	Low
X1	2,021	Middle East	Silver	Diesel	Automatic	2.2	96,105	64,800	5,702	Low
X6	2,020	Africa	Silver	Petrol	Manual	4.3	26,162	67,658	5,529	Low
M5	2,014	Africa	Black	Diesel	Manual	2.1	13,399	71,534	3,853	Low
5 Series	2,013	Europe	White	Diesel	Automatic	3.7	74,914	118,231	8,494	High
7 Series	2,022	Middle East	Silver	Diesel	Automatic	4.9	100,623	92,276	1,957	Low
X5	2,016	Africa	Grey	Electric	Automatic	3.3	105,706	83,179	9,150	High
i3	2,013	Africa	Grey	Electric	Manual	2.2	129,091	76,164	7,405	High
X3	2,024	South America	Blue	Diesel	Automatic	2.6	199,938	35,070	8,287	High
M5	2,012	Middle East	Blue	Hybrid	Manual	4.4	56,381	117,034	8,262	High
X5	2,018	South America	Grey	Electric	Automatic	2.7	58,398	44,639	1,771	Low
M3	2,020	Europe	White	Diesel	Automatic	4	67,712	91,110	9,772	High
X5	2,017	Africa	Grey	Electric	Manual	4.2	24,893	55,999	701	Low
3 Series	2,010	South America	White	Diesel	Automatic	3.3	79,616	94,640	5,970	Low
3 Series	2,016	Africa	Grey	Electric	Manual	4.2	165,024	83,904	5,274	Low
X5	2,018	South America	Black	Hybrid	Automatic	2.6	126,809	78,764	8,193	High
i3	2,017	South America	Red	Petrol	Manual	3.3	199,337	47,351	4,826	Low
5 Series	2,017	North America	Silver	Petrol	Manual	3.9	194,752	99,237	5,910	Low
3 Series	2,022	Asia	White	Diesel	Automatic	2.1	146,575	91,882	129	Low
M5	2,015	Africa	Silver	Diesel	Automatic	2.5	172,452	65,707	6,253	Low
X6	2,020	Africa	White	Electric	Manual	3.8	6,707	62,778	1,488	Low
7 Series	2,013	North America	Black	Electric	Automatic	3.8	108,615	110,351	5,845	Low
M5	2,017	South America	Red	Diesel	Manual	3.2	58,722	103,675	8,430	High
i3	2,012	South America	Red	Diesel	Manual	4.3	34,945	105,157	8,849	High
M5	2,022	South America	Silver	Electric	Automatic	3.2	6,571	57,059	604	Low
X6	2,018	South America	Silver	Electric	Automatic	4.6	142,772	74,718	1,418	Low
X5	2,022	Europe	Red	Petrol	Manual	4.1	162,897	46,629	7,446	High
7 Series	2,011	Europe	Grey	Electric	Automatic	2.6	101,961	76,577	6,946	Low
X1	2,011	South America	Grey	Diesel	Automatic	2.9	95,148	32,610	7,930	High
X3	2,021	North America	Silver	Electric	Automatic	3.8	60,774	108,647	4,712	Low
3 Series	2,022	Middle East	Blue	Hybrid	Manual	4.6	41,879	105,628	9,252	High
i8	2,024	South America	Black	Electric	Manual	2.1	118,767	119,412	7,131	High
M3	2,021	Europe	White	Hybrid	Manual	3.3	144,900	39,496	7,939	High
X6	2,016	Europe	Grey	Petrol	Automatic	1.9	93,269	89,895	9,699	High
X6	2,021	Middle East	Silver	Diesel	Manual	2.5	70,275	35,875	4,372	Low
M3	2,019	North America	White	Electric	Manual	3.9	126,173	86,547	3,905	Low
X1	2,013	North America	Grey	Electric	Manual	1.8	59,360	43,945	4,285	Low
i8	2,019	North America	Silver	Electric	Manual	3.8	163,258	39,944	1,388	Low
i3	2,017	Asia	Blue	Petrol	Manual	4.7	100,373	73,148	8,346	High
i8	2,018	Africa	Black	Hybrid	Automatic	4.9	60,229	62,712	6,050	Low
X5	2,016	Asia	White	Electric	Manual	2.3	125,925	106,589	2,794	Low
X5	2,014	Asia	Blue	Petrol	Manual	4.1	49,523	43,155	3,200	Low
i8	2,017	Europe	Blue	Hybrid	Automatic	4.7	30,474	95,063	8,871	High
X6	2,013	Middle East	Blue	Electric	Manual	1.8	25,773	60,946	3,137	Low
X3	2,011	Europe	Grey	Diesel	Manual	2.9	198,790	46,323	2,490	Low
X1	2,020	Europe	Red	Hybrid	Automatic	4.7	143,639	83,831	9,558	High
7 Series	2,024	Europe	Silver	Petrol	Manual	2.2	38,023	100,822	9,242	High
M3	2,021	Asia	Black	Hybrid	Automatic	4.8	24,843	87,059	6,410	Low
i8	2,015	Asia	Black	Petrol	Manual	3.3	143,753	103,328	5,140	Low
i8	2,018	Middle East	Grey	Petrol	Manual	1.8	4,490	106,105	9,711	High
X3	2,010	South America	Grey	Electric	Manual	3.1	178,067	33,867	5,429	Low
X5	2,020	Asia	White	Diesel	Manual	2.6	3,301	40,597	4,920	Low
X6	2,019	Asia	Silver	Petrol	Automatic	2.5	195,627	115,887	7,230	High
M3	2,021	North America	Grey	Diesel	Automatic	3.4	52,758	66,059	310	Low
M5	2,016	South America	Grey	Hybrid	Automatic	3.2	131,349	105,146	8,871	High
3 Series	2,019	North America	Black	Petrol	Automatic	3.2	155,308	40,630	2,586	Low
3 Series	2,018	Europe	Grey	Electric	Manual	1.8	67,605	106,985	5,623	Low
7 Series	2,019	North America	Black	Hybrid	Manual	4.3	165,672	66,703	9,651	High
M5	2,018	Africa	Blue	Diesel	Manual	3.2	77,858	113,224	9,685	High
3 Series	2,019	South America	Black	Petrol	Automatic	4.4	180,881	71,291	7,785	High
7 Series	2,020	North America	Red	Diesel	Manual	4.4	100,748	84,253	5,305	Low
i3	2,022	Europe	Black	Diesel	Manual	2.6	106,517	53,680	5,014	Low
i3	2,012	Africa	Blue	Diesel	Automatic	1.5	159,734	69,544	4,027	Low
M3	2,020	Asia	Silver	Petrol	Manual	4.7	186,376	52,077	3,018	Low
M5	2,022	Africa	Blue	Petrol	Manual	4.2	110,149	94,277	7,176	High
3 Series	2,014	Asia	Grey	Hybrid	Automatic	1.9	123,758	91,804	7,171	High
7 Series	2,017	Middle East	Red	Petrol	Automatic	4	152,968	111,730	964	Low
5 Series	2,017	Africa	Red	Petrol	Automatic	1.6	9,233	58,292	3,615	Low
M5	2,013	Middle East	Silver	Diesel	Manual	1.6	15,603	105,757	8,844	High
5 Series	2,024	Africa	Black	Petrol	Manual	3.3	110,828	62,322	9,217	High
5 Series	2,024	Asia	Black	Petrol	Automatic	1.8	168,639	30,155	2,166	Low
M3	2,021	South America	White	Hybrid	Automatic	4.9	3,808	100,256	4,272	Low
M5	2,020	Middle East	Red	Diesel	Manual	4.6	79,141	31,996	1,365	Low
X3	2,020	Asia	Silver	Diesel	Manual	3.8	150,578	119,593	3,743	Low
X1	2,010	Asia	Blue	Petrol	Automatic	1.7	20,245	46,107	2,048	Low
i3	2,010	Middle East	White	Diesel	Manual	2.6	26,464	43,500	1,685	Low
5 Series	2,024	North America	Grey	Diesel	Manual	2.8	79,543	55,602	4,203	Low
X5	2,013	Europe	Red	Petrol	Manual	3.2	76,789	94,334	874	Low

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