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
X3	2,016	North America	Silver	Petrol	Automatic	3.3	97,670	35,741	5,841	Low
7 Series	2,023	North America	Silver	Diesel	Automatic	4.6	9,701	92,196	8,322	High
5 Series	2,022	Europe	Silver	Diesel	Manual	2.3	111,160	113,726	7,489	High
X3	2,017	North America	Silver	Hybrid	Automatic	2.4	79,307	76,966	6,662	Low
3 Series	2,019	Africa	White	Hybrid	Automatic	1.9	149,301	44,286	7,766	High
7 Series	2,018	Europe	Blue	Electric	Manual	4.4	93,711	71,486	789	Low
i8	2,011	North America	Red	Diesel	Automatic	2.9	3,475	74,501	1,068	Low
X3	2,020	Middle East	Silver	Petrol	Automatic	2.7	166,020	78,675	9,153	High
M3	2,019	Asia	Red	Petrol	Automatic	4.9	187,708	82,112	1,457	Low
5 Series	2,011	North America	Red	Diesel	Automatic	4.7	71,582	109,162	7,163	High
X5	2,014	Middle East	Black	Electric	Manual	4.9	199,447	43,917	6,265	Low
X5	2,022	Asia	Silver	Diesel	Manual	2	66,794	51,179	3,335	Low
5 Series	2,014	Middle East	Blue	Diesel	Manual	4.6	47,231	48,063	4,290	Low
7 Series	2,015	North America	Silver	Petrol	Manual	2.7	48,190	76,513	9,826	High
3 Series	2,012	South America	Blue	Petrol	Automatic	1.5	16,727	118,687	8,639	High
i3	2,017	Europe	Red	Electric	Automatic	2.9	91,260	119,648	1,619	Low
i3	2,022	South America	White	Electric	Automatic	3.3	134,766	86,577	6,215	Low
X1	2,010	Middle East	White	Diesel	Manual	1.9	101,542	101,559	5,894	Low
X1	2,015	Europe	Silver	Petrol	Automatic	3.4	176,923	50,570	3,300	Low
X1	2,013	North America	Black	Electric	Automatic	4.4	11,643	70,164	5,456	Low
7 Series	2,010	Middle East	Red	Petrol	Automatic	2.8	199,290	102,260	2,200	Low
5 Series	2,024	Africa	Grey	Electric	Manual	2.7	145,156	48,139	9,319	High
3 Series	2,016	Middle East	Red	Petrol	Manual	2.7	168,974	58,521	228	Low
X5	2,018	Middle East	Grey	Petrol	Manual	4.7	163,376	79,389	6,034	Low
X5	2,022	Africa	Red	Diesel	Automatic	1.7	139,011	98,740	7,050	High
X6	2,013	South America	Red	Electric	Automatic	3.1	78,042	35,545	2,595	Low
5 Series	2,013	Europe	Grey	Petrol	Manual	2.4	38,281	84,501	8,836	High
X5	2,015	North America	Red	Electric	Manual	4.6	129,916	50,937	4,686	Low
X5	2,021	North America	Black	Hybrid	Manual	1.8	72,036	36,771	2,957	Low
i3	2,024	South America	Red	Hybrid	Manual	2.9	107,227	34,505	5,673	Low
X3	2,012	Middle East	White	Diesel	Automatic	2.9	35,115	40,694	6,713	Low
7 Series	2,022	Asia	Red	Diesel	Automatic	4.6	157,516	54,273	7,965	High
X1	2,021	Africa	Black	Hybrid	Manual	2.3	196,771	68,785	8,717	High
X1	2,015	Middle East	Blue	Petrol	Manual	3.8	62,335	89,768	5,239	Low
X3	2,016	North America	Silver	Petrol	Automatic	2	198,074	105,970	6,821	Low
X1	2,020	South America	Silver	Petrol	Automatic	4.8	168,607	64,501	7,138	High
i8	2,019	Europe	Black	Hybrid	Manual	3.6	136,556	78,109	5,215	Low
X5	2,019	Africa	White	Electric	Manual	3.7	143,332	50,442	6,154	Low
3 Series	2,012	North America	Silver	Petrol	Manual	3	40,000	79,236	9,303	High
X3	2,016	Middle East	Red	Hybrid	Manual	2.7	81,599	104,110	224	Low
i8	2,023	Europe	Black	Electric	Automatic	2.2	91,651	73,424	7,060	High
X1	2,012	South America	Blue	Electric	Automatic	3.6	128,637	76,331	6,934	Low
M5	2,022	North America	White	Electric	Automatic	4.8	125,696	36,317	7,146	High
i3	2,022	North America	Red	Electric	Automatic	2.8	156,881	68,479	8,925	High
i8	2,011	Asia	Silver	Electric	Automatic	4.6	195,288	85,282	2,967	Low
i3	2,021	South America	Blue	Petrol	Automatic	2	154,446	68,456	908	Low
3 Series	2,023	Asia	White	Petrol	Manual	4.8	35,496	57,092	6,245	Low
M5	2,019	Middle East	Silver	Diesel	Manual	2.7	147,752	35,732	8,092	High
i8	2,013	Middle East	Red	Electric	Automatic	2.8	68,617	99,825	6,709	Low
X1	2,021	South America	Silver	Hybrid	Automatic	3.1	51,316	82,274	7,063	High
X1	2,017	South America	Black	Diesel	Manual	4	108,002	57,393	5,477	Low
X3	2,022	Africa	Silver	Hybrid	Manual	4	67,459	54,655	1,180	Low
X6	2,024	Africa	Blue	Petrol	Automatic	3.2	177,835	72,395	1,626	Low
3 Series	2,018	South America	Blue	Electric	Manual	3.3	190,650	60,560	8,121	High
7 Series	2,016	South America	Grey	Petrol	Automatic	1.6	66,213	70,094	5,446	Low
i8	2,010	Europe	White	Diesel	Automatic	2.6	191,717	88,283	7,317	High
7 Series	2,012	South America	Blue	Diesel	Automatic	2.7	78,103	68,117	3,012	Low
X6	2,022	Asia	Grey	Petrol	Automatic	3.5	193,767	116,538	8,197	High
X6	2,021	South America	Black	Hybrid	Manual	3.5	195,411	77,593	9,885	High
M3	2,023	South America	Silver	Hybrid	Manual	4	52,339	32,659	9,573	High
X6	2,018	North America	Grey	Diesel	Automatic	4	110,555	107,478	5,061	Low
3 Series	2,024	Middle East	Silver	Electric	Manual	2.3	171,594	57,119	6,481	Low
i3	2,021	Europe	Red	Petrol	Automatic	4.2	22,394	31,157	3,118	Low
M3	2,010	South America	Blue	Petrol	Manual	1.6	21,078	55,022	6,374	Low
X5	2,018	Africa	Blue	Hybrid	Manual	4	116,302	65,102	2,217	Low
M3	2,017	Asia	Red	Electric	Manual	1.9	66,132	71,125	6,440	Low
M5	2,010	Africa	White	Hybrid	Automatic	4.1	140,387	80,402	4,766	Low
i3	2,015	South America	Red	Diesel	Automatic	3.3	154,238	47,032	9,316	High
i8	2,014	Africa	Blue	Diesel	Manual	3	85,535	113,241	9,160	High
7 Series	2,015	South America	Grey	Petrol	Manual	3.9	109,370	57,120	8,282	High
i8	2,019	North America	Red	Petrol	Automatic	1.6	47,716	101,190	6,161	Low
7 Series	2,021	Europe	Red	Electric	Automatic	2.3	157,562	70,841	6,858	Low
X1	2,022	South America	Silver	Diesel	Manual	3.7	116,511	89,012	7,077	High
5 Series	2,022	Europe	Red	Petrol	Manual	4.5	187,824	56,520	3,029	Low
5 Series	2,022	North America	Blue	Electric	Automatic	2.8	97,363	87,814	1,206	Low
i8	2,024	Middle East	Black	Petrol	Automatic	2.4	92,454	118,386	8,677	High
5 Series	2,014	Middle East	Silver	Petrol	Manual	3.3	193,006	56,363	1,878	Low
X1	2,015	South America	Blue	Diesel	Automatic	3.7	169,138	94,948	3,389	Low
i8	2,014	South America	Black	Diesel	Manual	3	79,503	64,984	5,106	Low
X6	2,020	Middle East	Black	Petrol	Automatic	4.6	102,694	89,134	9,161	High
3 Series	2,021	Europe	Red	Hybrid	Manual	3.3	48,443	93,579	4,695	Low
7 Series	2,014	Middle East	White	Hybrid	Manual	1.6	191,167	62,516	4,287	Low
M3	2,013	Middle East	Blue	Hybrid	Manual	2.3	124,441	93,080	6,979	Low
M3	2,012	Asia	Blue	Electric	Manual	3.1	59,715	106,799	7,318	High
7 Series	2,012	Middle East	Blue	Electric	Manual	3.9	81,509	110,453	3,265	Low
X1	2,013	Middle East	Blue	Petrol	Automatic	2.3	197,229	103,605	1,284	Low
7 Series	2,018	Africa	Blue	Petrol	Automatic	4.9	179,353	83,743	5,076	Low
3 Series	2,011	Europe	White	Electric	Automatic	2.6	14,540	30,328	4,360	Low
i8	2,024	North America	Silver	Hybrid	Automatic	3.4	31,725	85,692	3,638	Low
X1	2,018	North America	Black	Diesel	Automatic	1.6	55,366	94,893	171	Low
X1	2,010	Europe	Black	Electric	Manual	4.6	147,607	104,754	1,526	Low
X1	2,023	North America	Black	Electric	Automatic	4.3	94,402	52,338	1,818	Low
i8	2,024	Middle East	Grey	Petrol	Manual	2.2	176,945	71,133	3,712	Low
X3	2,024	Asia	Silver	Petrol	Manual	4.8	29,173	60,289	7,710	High
X1	2,010	South America	Red	Diesel	Automatic	2.6	18,447	39,344	7,772	High
3 Series	2,014	Europe	White	Hybrid	Automatic	3.9	4,318	64,579	8,848	High
X1	2,015	Europe	Black	Electric	Manual	4.4	117,408	118,444	395	Low
M5	2,015	Europe	White	Petrol	Manual	4.1	154,289	66,188	9,951	High
i8	2,012	Middle East	White	Petrol	Automatic	4.7	18,803	64,391	364	Low
M5	2,016	South America	White	Electric	Manual	4.5	184,303	33,218	2,859	Low

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