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
i8	2,011	South America	Red	Petrol	Automatic	4.6	39,188	101,410	1,323	Low
X5	2,010	Africa	Black	Hybrid	Manual	3.7	89,398	43,751	6,091	Low
X1	2,021	North America	Blue	Electric	Manual	3.1	161,260	58,641	5,750	Low
X3	2,019	Europe	Red	Diesel	Manual	3.5	163,786	42,618	8,216	High
5 Series	2,017	Africa	White	Hybrid	Manual	2.8	77,886	80,199	3,613	Low
X1	2,010	North America	Blue	Petrol	Manual	3.1	195,415	119,272	7,326	High
X3	2,021	Europe	Blue	Electric	Automatic	2.8	38,747	118,416	1,191	Low
X3	2,011	Middle East	White	Electric	Manual	2.9	148,555	119,252	7,536	High
X3	2,020	Asia	Grey	Petrol	Manual	2.6	188,716	111,203	5,602	Low
X1	2,021	Africa	Blue	Electric	Manual	1.8	67,134	113,810	4,767	Low
X3	2,019	Middle East	Blue	Electric	Automatic	1.6	178,092	119,547	3,989	Low
X6	2,015	South America	Grey	Hybrid	Manual	2.1	53,792	55,063	8,120	High
X5	2,010	Africa	Black	Hybrid	Automatic	2.4	117,518	62,866	8,479	High
5 Series	2,019	Africa	White	Electric	Automatic	4.6	34,459	105,109	4,553	Low
5 Series	2,012	Asia	Red	Diesel	Automatic	3.6	137,146	72,477	9,555	High
X6	2,016	North America	Red	Hybrid	Manual	4.9	89,371	103,517	7,598	High
7 Series	2,021	North America	Red	Petrol	Manual	2.7	74,791	57,871	5,582	Low
M3	2,017	Europe	Silver	Hybrid	Manual	2.9	48,104	51,036	7,198	High
X1	2,013	North America	Silver	Hybrid	Automatic	4	37,195	60,471	6,518	Low
X5	2,021	Middle East	Red	Diesel	Automatic	3.5	79,702	66,266	8,762	High
X3	2,012	Middle East	Blue	Diesel	Automatic	3.3	156,573	96,170	272	Low
M5	2,010	Middle East	Blue	Petrol	Manual	3.5	136,535	53,846	182	Low
X1	2,021	South America	Red	Electric	Automatic	3.5	94,057	82,429	2,174	Low
X1	2,018	South America	White	Petrol	Automatic	4.2	183,820	66,071	7,358	High
X5	2,019	South America	Red	Electric	Automatic	3.8	20,563	96,155	3,731	Low
X3	2,015	South America	Silver	Diesel	Manual	4.9	151,826	67,511	6,767	Low
i3	2,015	North America	White	Hybrid	Manual	4.8	125,887	105,714	9,699	High
i8	2,018	Europe	Black	Petrol	Automatic	3	13,187	106,130	7,708	High
7 Series	2,010	North America	Silver	Diesel	Automatic	1.6	8,217	58,584	4,090	Low
i8	2,015	Europe	Black	Electric	Manual	1.5	170,257	87,296	9,937	High
X1	2,021	Middle East	Silver	Petrol	Manual	1.9	170,154	39,803	8,405	High
X3	2,014	Europe	Blue	Hybrid	Manual	1.8	118,206	46,203	6,690	Low
X6	2,022	South America	Black	Hybrid	Manual	2.8	145,191	80,121	8,364	High
7 Series	2,020	Asia	White	Petrol	Automatic	1.7	13,334	54,642	6,049	Low
X1	2,024	South America	Red	Hybrid	Manual	3.7	3,402	87,246	6,552	Low
i3	2,015	Africa	Silver	Petrol	Automatic	2.2	76,602	53,691	2,938	Low
3 Series	2,023	Asia	Black	Electric	Manual	3.3	95,621	53,949	7,954	High
3 Series	2,020	Europe	Red	Hybrid	Automatic	1.9	103,658	100,504	8,415	High
M5	2,017	North America	White	Petrol	Automatic	4.4	27,620	115,472	4,340	Low
i8	2,014	South America	Blue	Electric	Automatic	4.2	62,563	81,880	433	Low
M5	2,011	Middle East	Blue	Petrol	Manual	2.9	64,263	38,875	5,873	Low
7 Series	2,021	Europe	Black	Diesel	Manual	4.7	19,799	35,961	1,656	Low
i8	2,021	Europe	Black	Petrol	Automatic	2.1	38,378	107,613	5,395	Low
X1	2,011	Middle East	Red	Diesel	Automatic	4.3	72,969	31,590	6,011	Low
7 Series	2,019	Africa	Blue	Hybrid	Manual	3.4	10,218	102,134	6,665	Low
3 Series	2,014	Middle East	Silver	Diesel	Automatic	2.7	151,186	80,297	6,271	Low
X3	2,012	North America	Black	Hybrid	Manual	1.8	30,871	59,682	2,143	Low
i8	2,019	Europe	Black	Diesel	Automatic	2.1	111,732	107,784	3,809	Low
M5	2,012	Asia	Silver	Hybrid	Automatic	4.5	119,456	77,901	6,697	Low
3 Series	2,017	Africa	Blue	Hybrid	Manual	3.6	146,279	77,147	4,601	Low
X6	2,016	Europe	Silver	Petrol	Automatic	2.3	183,684	85,746	796	Low
X5	2,010	Africa	Blue	Petrol	Manual	3.2	22,116	55,725	1,166	Low
3 Series	2,021	Middle East	White	Petrol	Manual	1.9	73,902	68,337	5,858	Low
7 Series	2,022	North America	Grey	Petrol	Manual	1.8	95,350	115,931	2,514	Low
5 Series	2,021	Africa	Blue	Electric	Automatic	4.7	166,973	85,356	7,040	High
M3	2,014	Middle East	Blue	Petrol	Automatic	3.1	44,876	85,285	2,159	Low
X5	2,018	Middle East	Silver	Hybrid	Manual	2.8	54,281	89,426	1,725	Low
M3	2,013	Middle East	Red	Diesel	Automatic	4.8	166,055	49,874	368	Low
3 Series	2,010	North America	Blue	Electric	Manual	2.9	37,901	81,378	4,540	Low
3 Series	2,017	South America	Blue	Hybrid	Automatic	2.7	197,308	86,496	4,300	Low
5 Series	2,014	Middle East	White	Petrol	Automatic	2.5	21,194	30,198	3,858	Low
i3	2,011	South America	Red	Petrol	Automatic	3.5	4,863	43,296	2,882	Low
3 Series	2,024	North America	Grey	Diesel	Manual	3.5	97,965	119,385	4,322	Low
5 Series	2,021	Europe	Black	Diesel	Manual	1.6	165,897	32,581	8,557	High
3 Series	2,010	Middle East	White	Petrol	Manual	3.8	62,830	77,925	3,551	Low
3 Series	2,023	Middle East	Grey	Hybrid	Manual	4.3	54,317	109,724	2,496	Low
7 Series	2,021	Africa	Grey	Petrol	Manual	3.7	158,440	93,818	3,674	Low
X1	2,021	Europe	Grey	Electric	Manual	4.5	149,853	110,317	7,402	High
M3	2,021	Asia	Black	Diesel	Manual	2.5	7,915	85,487	6,913	Low
7 Series	2,012	Africa	Black	Hybrid	Manual	2.2	68,749	47,791	6,415	Low
M3	2,018	Africa	Red	Diesel	Automatic	3.9	98,077	31,169	8,500	High
X6	2,010	Middle East	Black	Diesel	Automatic	2.2	132,611	40,905	7,401	High
M3	2,013	North America	Black	Petrol	Manual	1.8	55,078	88,274	2,258	Low
7 Series	2,017	Africa	White	Hybrid	Manual	1.8	134,018	40,492	2,597	Low
X3	2,017	Middle East	Black	Diesel	Manual	4.2	174,903	89,526	2,571	Low
M5	2,019	North America	Black	Petrol	Automatic	1.6	189,204	89,782	4,310	Low
3 Series	2,021	Europe	Blue	Petrol	Manual	2.5	148,117	111,416	6,026	Low
X6	2,020	Asia	Red	Diesel	Manual	2	136,259	65,572	9,656	High
3 Series	2,022	Middle East	Red	Diesel	Automatic	4.1	193,302	68,922	2,646	Low
7 Series	2,020	South America	Blue	Electric	Automatic	3.3	9,464	92,218	4,427	Low
M5	2,017	South America	Black	Hybrid	Automatic	2.2	159,107	52,490	2,181	Low
X5	2,019	North America	Blue	Petrol	Manual	4.1	190,462	74,816	9,727	High
M3	2,017	Europe	Silver	Electric	Manual	4.1	7,237	81,939	1,137	Low
3 Series	2,013	Africa	Grey	Hybrid	Automatic	3.3	18,853	68,956	762	Low
i3	2,017	Europe	Silver	Electric	Automatic	2.5	100,794	83,044	9,718	High
M5	2,018	Europe	Silver	Diesel	Automatic	3.6	141,881	42,590	4,869	Low
7 Series	2,016	Middle East	White	Diesel	Manual	4.8	132,832	66,491	9,761	High
X6	2,023	Asia	Blue	Petrol	Automatic	1.7	20,900	83,011	6,917	Low
X3	2,021	Asia	Grey	Diesel	Manual	2.4	150,497	73,549	2,517	Low
X3	2,011	Europe	Silver	Hybrid	Manual	2.5	180,185	112,619	9,288	High
i3	2,018	Europe	Blue	Electric	Automatic	3.7	22,804	99,675	9,487	High
X1	2,020	Africa	White	Electric	Manual	3.8	169,680	88,616	6,739	Low
7 Series	2,017	Europe	Silver	Petrol	Automatic	2.2	115,310	43,709	3,810	Low
i8	2,022	Asia	Grey	Diesel	Automatic	2.3	99,453	77,226	9,250	High
X5	2,014	Asia	Silver	Hybrid	Automatic	4.7	58,359	78,777	3,970	Low
3 Series	2,024	Asia	Grey	Petrol	Automatic	4.1	162,299	92,690	209	Low
M5	2,021	South America	Grey	Petrol	Manual	4.8	48,495	103,083	7,362	High
i8	2,012	Asia	White	Hybrid	Automatic	4.4	138,311	78,520	9,725	High
X6	2,016	Middle East	White	Petrol	Automatic	2.9	143,430	51,048	645	Low
X6	2,023	Europe	Blue	Electric	Manual	1.9	30,912	102,522	2,691	Low

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