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
X1	2,010	Africa	Grey	Hybrid	Automatic	2	175,271	38,191	4,521	Low
M5	2,012	Europe	Blue	Hybrid	Automatic	1.8	119,001	46,583	9,477	High
X3	2,021	Europe	Blue	Petrol	Manual	2.3	19,207	116,336	7,049	High
M5	2,020	Asia	Grey	Electric	Manual	4.1	188,595	115,809	1,336	Low
7 Series	2,022	Asia	Red	Petrol	Automatic	4.4	143,853	119,814	4,047	Low
i8	2,011	Europe	Red	Hybrid	Manual	4.5	197,363	97,319	958	Low
M3	2,011	Africa	Black	Hybrid	Manual	2.4	1,419	99,006	5,317	Low
X1	2,018	South America	Black	Diesel	Manual	3.8	74,336	89,583	4,721	Low
3 Series	2,017	North America	Blue	Hybrid	Automatic	2.3	26,092	69,121	7,511	High
X6	2,010	Middle East	Grey	Diesel	Automatic	3.7	64,831	97,808	8,504	High
i3	2,021	Asia	White	Diesel	Manual	4.6	190,150	61,163	1,212	Low
X6	2,023	Europe	Grey	Petrol	Manual	1.6	34,166	56,670	748	Low
M3	2,013	North America	Silver	Electric	Manual	4.9	176,975	74,049	2,193	Low
X3	2,022	Africa	Blue	Electric	Automatic	4.4	123,545	114,532	6,764	Low
X5	2,010	North America	White	Electric	Automatic	4.2	12,376	106,652	440	Low
X5	2,010	North America	Silver	Hybrid	Automatic	3.9	5,666	81,959	7,475	High
i8	2,021	South America	Blue	Electric	Manual	4.2	130,666	71,388	245	Low
i8	2,021	Africa	Grey	Electric	Automatic	5	78,172	35,228	9,512	High
X5	2,013	Asia	Blue	Petrol	Automatic	4.2	130,481	69,839	3,537	Low
X5	2,011	Europe	Silver	Hybrid	Automatic	2.7	24,809	100,735	9,149	High
M3	2,012	Asia	Red	Petrol	Manual	3.6	84,827	45,006	9,550	High
5 Series	2,020	Middle East	Black	Petrol	Automatic	2.7	82,599	38,122	8,872	High
X5	2,018	Middle East	Red	Electric	Automatic	4.9	73,306	51,308	3,923	Low
M5	2,011	Europe	White	Hybrid	Manual	4.7	128,066	110,410	1,778	Low
X6	2,013	Africa	Blue	Diesel	Automatic	3.5	24,545	84,867	9,984	High
5 Series	2,010	Africa	White	Hybrid	Manual	4.2	86,815	107,170	7,292	High
X3	2,011	South America	Grey	Hybrid	Automatic	4.7	106,903	117,669	7,881	High
X5	2,014	North America	Blue	Petrol	Manual	2.4	109,538	56,828	1,666	Low
X6	2,023	Middle East	Blue	Electric	Manual	3.5	82,015	87,894	252	Low
M3	2,019	Europe	Silver	Diesel	Automatic	3.2	101,940	62,068	871	Low
X3	2,024	Europe	Grey	Diesel	Automatic	4.2	100,219	30,293	1,005	Low
X3	2,010	South America	Blue	Petrol	Automatic	2.8	73,614	63,888	3,322	Low
5 Series	2,020	Asia	Black	Hybrid	Manual	4	69,540	96,195	414	Low
M3	2,016	Europe	Blue	Petrol	Automatic	2.9	56,728	30,664	6,116	Low
X1	2,013	North America	Red	Petrol	Manual	1.9	99,924	64,834	6,642	Low
X5	2,015	Africa	Silver	Electric	Manual	1.9	172,438	44,677	9,937	High
M5	2,017	Africa	Red	Electric	Manual	1.9	51,254	119,379	302	Low
i8	2,022	Europe	Grey	Hybrid	Manual	1.6	107,526	38,701	8,361	High
i3	2,015	South America	Red	Hybrid	Automatic	3.4	91,396	80,966	5,432	Low
X3	2,023	Europe	Silver	Petrol	Automatic	3.9	182,221	64,030	2,307	Low
7 Series	2,011	Asia	Red	Hybrid	Manual	1.9	98,130	86,062	5,841	Low
M5	2,010	Africa	Blue	Hybrid	Automatic	3.6	86,726	46,204	138	Low
M3	2,017	Africa	Red	Hybrid	Manual	3.6	15,939	118,602	3,345	Low
X6	2,017	Asia	Silver	Diesel	Manual	2	56,325	99,187	9,663	High
X6	2,018	Middle East	Black	Hybrid	Automatic	2.9	42,875	102,987	7,488	High
X3	2,015	South America	Blue	Petrol	Manual	4.1	147,337	109,370	900	Low
7 Series	2,021	Europe	Red	Petrol	Manual	1.6	15,153	74,062	1,456	Low
M5	2,010	Asia	Blue	Hybrid	Automatic	2	75,259	107,570	6,542	Low
X6	2,023	Europe	Blue	Electric	Manual	5	168,816	116,870	915	Low
M3	2,018	Asia	Blue	Hybrid	Automatic	4.1	156,923	70,212	4,402	Low
5 Series	2,021	South America	Black	Electric	Manual	3.1	76,173	111,476	9,961	High
3 Series	2,022	South America	Black	Hybrid	Manual	3.7	181,772	87,333	3,705	Low
M3	2,024	Asia	Blue	Diesel	Automatic	4.5	100,325	111,037	6,384	Low
M3	2,023	South America	Blue	Electric	Manual	4.4	183,551	108,915	6,384	Low
X1	2,012	Asia	Black	Hybrid	Automatic	2.6	138,310	46,466	4,744	Low
3 Series	2,020	Middle East	White	Hybrid	Manual	3.2	40,672	68,443	1,287	Low
3 Series	2,015	Africa	Black	Hybrid	Automatic	3.7	129,029	55,373	9,644	High
X3	2,019	Asia	Blue	Diesel	Automatic	1.8	82,339	93,158	8,616	High
X5	2,022	Middle East	Silver	Electric	Manual	4.8	15,946	33,046	2,215	Low
M3	2,019	Middle East	White	Electric	Manual	3	49,718	92,089	6,763	Low
3 Series	2,024	Africa	Blue	Hybrid	Manual	2.8	44,065	103,278	9,198	High
i8	2,020	North America	Grey	Electric	Automatic	4.7	174,557	87,880	9,001	High
X6	2,021	Europe	Black	Diesel	Manual	1.9	35,654	101,776	9,808	High
M3	2,023	Asia	Red	Diesel	Automatic	1.6	151,469	115,668	8,452	High
X3	2,024	Europe	Blue	Electric	Automatic	3.9	194,340	67,548	1,982	Low
5 Series	2,018	Europe	Black	Petrol	Automatic	2.8	159,675	118,845	3,825	Low
7 Series	2,020	Africa	Silver	Electric	Automatic	4.2	18,321	76,758	5,819	Low
7 Series	2,022	South America	Blue	Hybrid	Manual	1.7	127,536	77,555	6,202	Low
X3	2,012	Europe	White	Petrol	Manual	2.8	74,844	37,575	3,326	Low
i3	2,014	Africa	Red	Hybrid	Automatic	2.3	108,429	77,570	8,235	High
M5	2,022	South America	Blue	Diesel	Automatic	4.1	44,815	30,554	3,499	Low
i8	2,023	Europe	Red	Hybrid	Automatic	2.3	21,657	33,726	184	Low
3 Series	2,014	Middle East	White	Electric	Automatic	3.1	92,276	115,319	8,121	High
M5	2,019	North America	Red	Hybrid	Manual	4.4	74,746	47,790	4,811	Low
M3	2,016	Europe	Black	Diesel	Manual	4.7	11,570	77,578	9,392	High
X3	2,013	Middle East	Red	Hybrid	Automatic	4	124,408	73,195	6,046	Low
X1	2,020	South America	Blue	Petrol	Manual	3	184,906	100,363	7,291	High
5 Series	2,013	Asia	Grey	Diesel	Automatic	3.5	135,519	34,721	2,512	Low
X3	2,016	South America	Silver	Hybrid	Automatic	3.9	11,097	57,102	8,329	High
X6	2,018	Middle East	White	Hybrid	Automatic	4.6	122,174	36,665	5,381	Low
i8	2,024	South America	Silver	Diesel	Manual	4.6	191,392	64,288	2,468	Low
X1	2,020	Asia	Black	Diesel	Manual	4.8	159,803	36,089	3,093	Low
M5	2,013	Middle East	Grey	Petrol	Automatic	4.3	171,684	47,841	1,246	Low
X1	2,013	Asia	Red	Hybrid	Automatic	2	23,434	63,985	4,332	Low
5 Series	2,015	Middle East	Black	Diesel	Manual	4.1	123,539	43,534	176	Low
X1	2,015	Africa	Silver	Petrol	Automatic	4.4	169,676	114,327	3,565	Low
X3	2,016	Asia	Red	Petrol	Manual	4.6	17,825	97,785	8,842	High
M5	2,024	Asia	Black	Diesel	Manual	4.7	126,651	59,206	184	Low
7 Series	2,010	Africa	Blue	Diesel	Automatic	3.3	104,288	85,967	9,950	High
i3	2,022	Africa	Grey	Petrol	Manual	3.8	102,713	106,057	9,251	High
i8	2,020	Asia	White	Hybrid	Automatic	1.5	128,682	86,121	2,557	Low
X1	2,023	Europe	Red	Electric	Automatic	3.5	13,507	115,147	7,676	High
3 Series	2,012	Africa	Red	Hybrid	Manual	3.2	136,757	86,851	7,692	High
X3	2,018	Asia	Blue	Petrol	Automatic	4.9	181,241	97,254	2,536	Low
7 Series	2,015	North America	Silver	Electric	Automatic	4.7	77,937	115,636	5,435	Low
X6	2,015	North America	White	Electric	Automatic	4.3	82,363	74,898	4,468	Low
M3	2,014	North America	Black	Petrol	Automatic	1.7	67,338	54,969	3,384	Low
3 Series	2,020	Africa	Black	Diesel	Automatic	2.9	54,293	100,920	8,279	High
X3	2,012	Middle East	Blue	Electric	Manual	3.9	115,715	65,712	8,618	High
i8	2,020	South America	Black	Electric	Manual	1.6	124,969	103,467	3,187	Low

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