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
X6	2,022	South America	Black	Hybrid	Manual	4.2	10,348	115,130	269	Low
7 Series	2,020	South America	Black	Diesel	Manual	2.3	25,250	64,737	2,874	Low
X5	2,021	North America	White	Electric	Automatic	4.1	114,011	45,348	8,969	High
M3	2,020	Asia	Grey	Electric	Manual	2	83,592	103,292	3,435	Low
M5	2,018	South America	Grey	Diesel	Manual	4	154,188	116,770	7,684	High
M5	2,018	Europe	Silver	Hybrid	Automatic	1.5	89,238	80,031	577	Low
M3	2,014	North America	White	Hybrid	Automatic	4.7	93,492	30,957	7,061	High
i3	2,023	Middle East	Silver	Diesel	Automatic	4.4	74,416	63,062	9,799	High
X3	2,013	Asia	Red	Petrol	Automatic	3.9	141,221	66,920	6,559	Low
7 Series	2,014	Africa	White	Electric	Automatic	1.8	53,122	101,433	223	Low
M5	2,013	North America	Black	Hybrid	Manual	4.4	106,602	90,397	3,501	Low
3 Series	2,021	Europe	Black	Hybrid	Manual	4.6	14,750	119,688	2,474	Low
X5	2,014	Middle East	Silver	Electric	Automatic	3.9	171,896	40,116	3,273	Low
X1	2,016	Africa	Grey	Diesel	Automatic	4.9	100,781	70,635	109	Low
X5	2,020	Europe	Black	Petrol	Automatic	1.8	77,294	52,022	9,930	High
X5	2,017	Asia	Blue	Petrol	Manual	4	110,862	53,570	8,636	High
X5	2,011	Africa	Blue	Hybrid	Automatic	3.3	47,952	75,897	1,387	Low
7 Series	2,013	South America	Blue	Diesel	Manual	2	181,775	56,795	6,272	Low
3 Series	2,017	North America	Blue	Petrol	Manual	3.8	88,041	71,327	9,694	High
X3	2,016	South America	Red	Hybrid	Manual	4.3	116,496	78,913	2,504	Low
X1	2,018	Europe	Blue	Hybrid	Automatic	2.1	127,513	119,518	4,335	Low
3 Series	2,014	Asia	Blue	Diesel	Manual	4.3	184,431	88,712	2,361	Low
5 Series	2,015	Africa	Black	Diesel	Manual	1.8	130,637	118,029	3,831	Low
X3	2,024	Europe	White	Diesel	Manual	3.6	130,092	77,515	5,410	Low
7 Series	2,020	Middle East	White	Hybrid	Manual	4.3	139,157	69,517	4,860	Low
X5	2,017	Europe	Blue	Hybrid	Automatic	2	50,370	62,898	5,501	Low
3 Series	2,024	Europe	Black	Petrol	Automatic	3.5	138,446	60,450	8,313	High
5 Series	2,021	South America	Blue	Petrol	Manual	3	185,411	76,824	3,091	Low
3 Series	2,023	Middle East	Silver	Hybrid	Manual	3.6	34,847	106,235	2,207	Low
i3	2,024	North America	Grey	Electric	Automatic	3	2,875	83,639	2,130	Low
i3	2,020	Middle East	Black	Hybrid	Automatic	2.4	53,661	71,477	6,113	Low
7 Series	2,024	Asia	Grey	Electric	Automatic	2.4	87,520	119,926	8,203	High
X6	2,014	Africa	White	Petrol	Automatic	4.5	140,935	100,181	5,715	Low
i3	2,023	Africa	Silver	Hybrid	Manual	2	121,317	71,657	486	Low
X1	2,018	Europe	Red	Diesel	Manual	1.9	147,586	32,632	6,021	Low
5 Series	2,013	Asia	Red	Petrol	Automatic	1.8	50,003	65,320	9,631	High
7 Series	2,017	North America	Grey	Electric	Automatic	1.8	103,981	65,411	7,645	High
X1	2,021	Middle East	Red	Hybrid	Manual	1.6	38,570	45,281	2,506	Low
X3	2,023	South America	Red	Diesel	Manual	2.1	59,972	93,193	6,442	Low
X3	2,012	Europe	Grey	Diesel	Manual	2.2	3,009	100,219	6,878	Low
7 Series	2,014	Middle East	White	Hybrid	Automatic	2.4	112,857	30,303	1,832	Low
X6	2,024	Europe	Grey	Hybrid	Automatic	1.9	39,567	117,036	8,325	High
M5	2,017	Asia	Black	Diesel	Automatic	1.8	67,325	61,285	9,785	High
i8	2,024	Europe	Black	Electric	Automatic	3.4	199,079	116,877	9,414	High
5 Series	2,019	North America	Blue	Petrol	Automatic	4	80,508	97,990	176	Low
3 Series	2,021	Europe	Grey	Hybrid	Manual	3.7	140,720	68,301	4,906	Low
X1	2,016	South America	White	Electric	Automatic	3.4	79,967	34,046	6,601	Low
M5	2,010	Middle East	Red	Electric	Automatic	3	99,304	84,137	5,381	Low
5 Series	2,021	North America	White	Electric	Automatic	3.7	90,219	71,535	434	Low
X3	2,013	North America	Grey	Hybrid	Automatic	4.7	181,036	68,396	6,819	Low
X6	2,011	Europe	Blue	Petrol	Manual	3.7	176,974	73,704	2,439	Low
M5	2,011	Europe	Blue	Diesel	Manual	1.7	278	63,635	7,314	High
3 Series	2,022	North America	Silver	Electric	Manual	3.5	158,165	108,235	9,862	High
X6	2,024	South America	Blue	Electric	Manual	3.3	73,683	51,008	7,715	High
7 Series	2,016	South America	Red	Petrol	Manual	3.1	19,584	62,368	2,896	Low
i8	2,021	Middle East	Red	Diesel	Automatic	3.5	14,968	38,909	1,345	Low
M3	2,021	Europe	Red	Diesel	Automatic	3.9	59,554	76,843	8,691	High
3 Series	2,012	Middle East	Grey	Hybrid	Manual	1.6	65,628	89,260	3,221	Low
7 Series	2,012	Africa	White	Diesel	Automatic	3.2	81,941	79,978	7,979	High
i3	2,024	Europe	Grey	Petrol	Manual	4.4	115,901	96,833	998	Low
X3	2,015	Europe	Silver	Diesel	Automatic	3.4	62,549	50,104	6,401	Low
i8	2,015	Asia	Black	Petrol	Automatic	1.7	133,258	84,196	1,288	Low
3 Series	2,010	South America	White	Petrol	Automatic	4.2	41,556	62,104	7,885	High
X3	2,024	South America	Grey	Electric	Automatic	4.8	42,612	98,633	4,333	Low
7 Series	2,024	Asia	White	Petrol	Manual	4.5	11,116	50,324	8,754	High
M3	2,024	Asia	Silver	Petrol	Manual	2.8	43,850	43,790	6,213	Low
3 Series	2,010	South America	Black	Electric	Manual	3.4	33,330	58,507	5,735	Low
X6	2,020	Africa	Silver	Hybrid	Manual	3.6	196,397	36,507	3,646	Low
i3	2,015	North America	Black	Petrol	Automatic	4	90,346	117,894	824	Low
X5	2,016	Europe	Silver	Petrol	Automatic	3.8	182,152	67,506	6,638	Low
X1	2,018	Europe	Silver	Electric	Automatic	2.2	186,246	48,283	3,630	Low
X3	2,013	Africa	Silver	Petrol	Automatic	4.5	121,506	66,536	6,237	Low
i3	2,023	Asia	Grey	Hybrid	Automatic	4.5	14,475	56,628	1,755	Low
3 Series	2,019	South America	Blue	Electric	Automatic	2.9	68,314	102,257	4,324	Low
X3	2,015	South America	Blue	Diesel	Manual	2	89,956	115,310	845	Low
3 Series	2,021	Asia	Black	Petrol	Automatic	3.6	5,212	70,359	6,627	Low
i8	2,012	Middle East	Grey	Electric	Automatic	2.8	103,311	74,445	6,305	Low
M3	2,022	North America	White	Diesel	Automatic	4.1	89,137	114,520	3,860	Low
X1	2,022	Middle East	Red	Petrol	Automatic	2.6	19,381	76,692	598	Low
5 Series	2,020	Asia	Black	Diesel	Automatic	2.4	89,714	53,925	3,251	Low
X6	2,013	Africa	White	Petrol	Automatic	4.5	29,644	109,294	3,779	Low
X6	2,018	Europe	Silver	Diesel	Automatic	3.7	140,614	80,589	1,223	Low
X1	2,023	Africa	White	Electric	Automatic	1.8	179,004	108,063	5,482	Low
X1	2,023	South America	Black	Petrol	Manual	3.9	124,125	55,451	6,884	Low
5 Series	2,010	Africa	Black	Diesel	Automatic	4.1	157,065	93,892	2,247	Low
i3	2,014	South America	Silver	Diesel	Manual	2.3	139,428	93,669	6,415	Low
M5	2,024	North America	Grey	Petrol	Manual	4.9	49,062	40,670	8,803	High
X6	2,024	North America	Grey	Diesel	Automatic	2.8	40,093	33,261	7,209	High
X3	2,020	North America	Red	Diesel	Manual	4.8	171,875	32,169	226	Low
i3	2,016	North America	Silver	Diesel	Manual	2.5	39,341	36,858	9,702	High
7 Series	2,012	Africa	White	Petrol	Automatic	3.6	130,635	110,047	1,476	Low
M3	2,024	Asia	Blue	Petrol	Manual	3.3	159,278	46,925	1,828	Low
M5	2,011	North America	White	Electric	Manual	5	169,024	98,705	4,841	Low
X1	2,022	North America	Black	Petrol	Manual	2.9	144,365	39,889	7,251	High
X1	2,020	Asia	Grey	Electric	Manual	2.1	119,318	57,201	4,158	Low
7 Series	2,011	Asia	Blue	Electric	Automatic	4.4	168,170	116,986	4,804	Low
M3	2,010	Asia	White	Hybrid	Manual	1.6	168,344	113,662	4,732	Low
X3	2,014	Asia	White	Petrol	Automatic	4.6	181,605	50,471	6,772	Low
3 Series	2,022	South America	Red	Petrol	Manual	1.9	83,855	56,661	1,733	Low
M3	2,012	Asia	Blue	Diesel	Manual	3.5	166,434	64,228	8,068	High

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