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
3 Series	2,015	Africa	Red	Diesel	Manual	4	196,420	111,687	7,014	High
X3	2,011	Europe	Black	Hybrid	Manual	4.7	107,438	78,434	1,969	Low
M5	2,017	Africa	Blue	Petrol	Manual	4.7	80,535	75,010	2,411	Low
M3	2,022	North America	Black	Diesel	Manual	4	6,175	38,594	5,749	Low
M5	2,018	Middle East	Silver	Petrol	Manual	3.7	90,096	44,245	2,196	Low
X6	2,022	Africa	Silver	Petrol	Manual	3.4	193,633	58,909	5,876	Low
7 Series	2,013	Africa	Silver	Hybrid	Automatic	2.1	180,452	98,879	615	Low
3 Series	2,014	North America	Black	Hybrid	Automatic	1.9	11,632	71,542	6,549	Low
X3	2,020	Asia	Black	Petrol	Automatic	3.2	129,930	95,552	1,541	Low
X6	2,017	South America	Grey	Hybrid	Manual	2.1	777	104,781	7,189	High
i3	2,012	Europe	Silver	Petrol	Automatic	3.5	96,726	107,319	2,916	Low
3 Series	2,014	Africa	Grey	Hybrid	Manual	3.8	164,210	85,483	8,326	High
X5	2,012	North America	Black	Hybrid	Manual	3.3	16,485	65,466	6,904	Low
X3	2,021	Middle East	Grey	Petrol	Automatic	1.6	127,177	85,348	6,869	Low
M5	2,019	North America	Silver	Diesel	Automatic	1.7	183,466	118,998	3,974	Low
7 Series	2,012	North America	Grey	Hybrid	Manual	1.9	104,966	54,988	4,410	Low
i8	2,012	Asia	Red	Diesel	Automatic	2	111,407	115,808	2,650	Low
i3	2,022	South America	Red	Petrol	Manual	5	55,540	108,912	5,199	Low
X3	2,021	South America	Grey	Petrol	Manual	2.7	135,756	118,092	3,492	Low
X3	2,016	South America	Blue	Petrol	Manual	2.5	122,774	73,465	5,890	Low
M3	2,024	Africa	Blue	Diesel	Automatic	1.7	150,218	79,438	8,830	High
X1	2,016	Asia	Blue	Hybrid	Manual	3.7	138,210	100,479	7,226	High
X3	2,016	Asia	Silver	Diesel	Manual	3.8	102,870	37,649	8,375	High
3 Series	2,019	Middle East	White	Petrol	Automatic	2.1	124,003	100,477	586	Low
i3	2,017	Europe	Grey	Petrol	Automatic	4.7	74,505	95,374	9,539	High
i3	2,014	South America	Grey	Petrol	Automatic	4.3	49,630	41,635	2,559	Low
3 Series	2,014	Middle East	Blue	Electric	Manual	2.3	7,626	42,722	7,654	High
X1	2,023	Europe	Black	Petrol	Manual	3.2	40,882	84,380	8,648	High
i8	2,013	Europe	White	Hybrid	Manual	3.1	186,030	86,569	6,689	Low
X1	2,016	North America	White	Petrol	Manual	2.7	66,310	58,431	5,703	Low
i3	2,019	South America	Blue	Diesel	Manual	4.4	195,583	96,938	790	Low
i3	2,013	South America	Grey	Petrol	Manual	1.9	26,022	31,875	8,390	High
7 Series	2,024	Asia	Grey	Hybrid	Automatic	3	113,961	37,465	4,782	Low
X6	2,011	Africa	Blue	Electric	Automatic	3	149,859	90,841	9,415	High
X1	2,013	Africa	White	Diesel	Manual	3.1	170,737	66,267	9,772	High
M3	2,022	Asia	Black	Petrol	Automatic	4.5	134,325	34,818	4,243	Low
M3	2,022	Europe	White	Hybrid	Manual	2.3	158,981	109,803	3,134	Low
M3	2,017	Asia	Red	Diesel	Automatic	1.9	199,636	31,639	6,602	Low
X5	2,018	North America	White	Diesel	Manual	3.7	193,600	96,222	8,015	High
X3	2,012	South America	Red	Hybrid	Automatic	2.1	161,793	87,329	4,602	Low
i8	2,016	South America	Black	Electric	Manual	1.8	105,462	53,925	1,694	Low
5 Series	2,023	Africa	Red	Diesel	Manual	3	197,186	110,277	8,042	High
i8	2,021	Europe	Blue	Electric	Automatic	2.3	8,294	114,500	5,014	Low
X6	2,023	North America	Blue	Petrol	Automatic	2.8	196,321	70,922	2,542	Low
M5	2,018	Middle East	White	Electric	Manual	2.4	148,749	79,997	3,101	Low
X6	2,020	Middle East	White	Diesel	Automatic	1.8	194,808	66,606	7,238	High
5 Series	2,013	Europe	White	Electric	Manual	3.5	168,280	87,848	4,297	Low
X1	2,019	Europe	Red	Petrol	Automatic	1.6	23,524	92,884	3,554	Low
5 Series	2,024	Africa	Black	Hybrid	Automatic	4.9	149,476	82,125	3,341	Low
3 Series	2,012	Africa	Black	Diesel	Automatic	2.7	114,255	52,091	6,061	Low
M3	2,014	Africa	Grey	Hybrid	Manual	3.9	51,406	92,745	5,009	Low
i8	2,010	Middle East	White	Diesel	Manual	4.3	108,015	45,367	5,676	Low
3 Series	2,012	South America	White	Electric	Manual	2.5	118,167	73,314	7,720	High
i8	2,024	North America	Black	Electric	Manual	4.1	176,680	80,609	3,903	Low
X6	2,017	Asia	Blue	Electric	Automatic	4.4	69,881	76,280	6,098	Low
M5	2,020	Middle East	White	Diesel	Automatic	2.3	188,033	66,498	950	Low
i3	2,017	Middle East	Blue	Diesel	Manual	5	198,268	60,014	6,898	Low
5 Series	2,024	Asia	Red	Diesel	Manual	1.6	112,745	107,937	915	Low
X5	2,022	Middle East	Grey	Electric	Automatic	2.3	183,641	56,108	9,493	High
X3	2,013	Europe	Red	Electric	Automatic	4.2	177,553	69,893	5,393	Low
7 Series	2,011	South America	Grey	Electric	Automatic	2.2	47,633	30,665	6,014	Low
i8	2,022	Africa	Grey	Diesel	Automatic	3.9	186,514	53,249	982	Low
i3	2,017	Middle East	Grey	Diesel	Manual	4.5	143,194	62,867	4,186	Low
i3	2,017	Africa	White	Petrol	Automatic	4.9	61,332	95,655	2,329	Low
X5	2,019	South America	Red	Electric	Manual	3.2	135,382	56,473	9,343	High
M3	2,013	Asia	White	Petrol	Automatic	4.9	28,605	115,240	6,631	Low
X1	2,012	Africa	White	Hybrid	Automatic	2.9	120,980	81,930	6,256	Low
X1	2,011	South America	Red	Electric	Manual	2.3	26,794	45,164	6,236	Low
5 Series	2,018	Africa	White	Electric	Manual	3.3	138,078	33,007	5,985	Low
7 Series	2,010	North America	Blue	Hybrid	Automatic	3.8	19,769	56,114	1,311	Low
i8	2,016	Africa	Blue	Diesel	Manual	3.1	134,178	35,763	4,530	Low
X3	2,014	Middle East	Silver	Hybrid	Automatic	3.5	118,067	38,896	3,286	Low
5 Series	2,017	Africa	Silver	Electric	Automatic	3	77,038	32,073	7,824	High
3 Series	2,013	Asia	Grey	Petrol	Manual	3.3	58,142	110,216	8,287	High
i8	2,016	South America	Red	Electric	Automatic	4.8	149,324	70,615	7,241	High
M5	2,022	Asia	Black	Diesel	Automatic	3.2	20,713	34,558	3,971	Low
M3	2,014	Asia	White	Diesel	Automatic	2.4	23,762	117,607	9,775	High
M3	2,024	Africa	Blue	Petrol	Automatic	4.2	8,329	55,498	8,693	High
7 Series	2,023	South America	Silver	Electric	Automatic	2.7	197,167	93,836	745	Low
X1	2,014	North America	Black	Diesel	Automatic	4.4	118,245	81,522	2,278	Low
M5	2,023	South America	Red	Electric	Automatic	1.7	153,854	118,084	4,256	Low
M3	2,018	Europe	Red	Electric	Manual	2.7	173,887	80,090	1,449	Low
i8	2,018	South America	Silver	Electric	Manual	1.8	169,326	97,276	1,258	Low
5 Series	2,022	Europe	Black	Hybrid	Automatic	1.8	109,360	69,893	7,224	High
3 Series	2,018	Europe	Red	Hybrid	Automatic	3.8	126,211	77,002	3,609	Low
M5	2,021	Europe	Black	Electric	Manual	2.8	161,447	86,644	7,911	High
i3	2,015	Asia	Black	Diesel	Manual	4.6	180,972	101,151	4,547	Low
i8	2,015	Africa	White	Hybrid	Manual	3.3	194,344	33,282	7,385	High
i8	2,014	North America	Black	Diesel	Manual	2.5	136,665	90,442	4,640	Low
M5	2,018	South America	White	Electric	Automatic	4	23,342	105,401	480	Low
i8	2,019	Asia	Blue	Petrol	Manual	3.7	155,818	34,825	7,082	High
5 Series	2,017	Africa	Silver	Electric	Manual	4.3	190,271	73,201	6,542	Low
i3	2,016	Asia	Blue	Diesel	Automatic	3.8	28,558	99,367	5,711	Low
M5	2,016	North America	Black	Diesel	Manual	2.1	112,607	115,267	2,252	Low
i8	2,015	Middle East	Black	Petrol	Manual	3.8	51,228	55,264	1,526	Low
X3	2,014	North America	Red	Electric	Manual	2.9	119,285	71,637	896	Low
X5	2,022	Europe	Red	Electric	Manual	3.1	49,692	95,767	7,312	High
X1	2,013	North America	Blue	Electric	Manual	4.7	70,106	76,180	559	Low
M5	2,012	South America	Silver	Electric	Manual	2.8	172,238	74,449	9,180	High
X6	2,012	Middle East	Red	Diesel	Automatic	3.6	181,731	38,379	8,537	High

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