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
7 Series	2,019	Africa	Silver	Hybrid	Automatic	3.3	43,501	106,750	5,092	Low
X5	2,021	South America	Black	Petrol	Automatic	4.3	176,459	92,967	9,793	High
i3	2,019	Europe	White	Hybrid	Manual	3	24,937	113,015	3,365	Low
3 Series	2,022	Middle East	Grey	Petrol	Manual	2.2	171,644	30,159	7,580	High
M5	2,022	Asia	White	Diesel	Manual	1.8	139,132	54,910	3,243	Low
i3	2,020	Africa	Red	Petrol	Automatic	3.8	166,727	57,067	5,202	Low
7 Series	2,015	Asia	Black	Hybrid	Manual	3	23,805	37,371	1,020	Low
X5	2,017	Africa	Black	Diesel	Automatic	1.9	113,594	119,282	566	Low
i3	2,017	Middle East	Grey	Petrol	Manual	3.9	40,495	63,755	4,848	Low
i3	2,020	Europe	Red	Hybrid	Automatic	2.2	2,257	112,901	9,385	High
i3	2,018	Asia	Silver	Electric	Automatic	3.3	188,147	110,534	7,906	High
7 Series	2,017	Africa	Grey	Electric	Manual	2.6	55,322	42,790	5,638	Low
X6	2,022	Africa	Grey	Petrol	Automatic	4.8	125,375	49,851	4,976	Low
i8	2,020	Middle East	Black	Hybrid	Automatic	2.3	12,137	97,777	9,018	High
i3	2,011	Asia	Blue	Petrol	Automatic	3	18,548	100,671	8,112	High
X3	2,023	South America	Red	Petrol	Automatic	4.9	58,942	36,340	1,569	Low
i3	2,023	North America	White	Petrol	Manual	2.6	115,114	42,579	6,487	Low
i3	2,021	South America	Black	Hybrid	Manual	3.8	149,701	69,371	5,235	Low
3 Series	2,019	Africa	Silver	Electric	Automatic	2.6	41,115	119,482	4,986	Low
X3	2,021	Middle East	Silver	Hybrid	Automatic	1.9	150,684	43,055	8,202	High
5 Series	2,020	North America	Grey	Diesel	Automatic	3.7	8,593	55,436	4,747	Low
i8	2,024	Europe	White	Diesel	Manual	4.7	74,346	58,556	4,483	Low
3 Series	2,010	Africa	Silver	Hybrid	Manual	3.1	52,525	86,222	2,874	Low
X6	2,019	North America	Blue	Petrol	Manual	3.7	190,957	62,406	5,222	Low
5 Series	2,011	South America	Blue	Electric	Automatic	3.6	162,902	114,289	5,676	Low
i8	2,011	South America	Red	Hybrid	Manual	3	99,128	65,029	3,945	Low
i8	2,021	Europe	Blue	Hybrid	Manual	3.7	151,544	53,058	1,736	Low
M3	2,012	Asia	Black	Hybrid	Manual	2.4	3,811	55,192	3,597	Low
5 Series	2,019	Europe	White	Diesel	Automatic	2.8	32,563	52,748	2,033	Low
3 Series	2,016	Middle East	Blue	Electric	Manual	3	121,105	54,743	7,286	High
5 Series	2,011	Middle East	White	Electric	Automatic	4.5	186,664	77,279	8,766	High
X1	2,023	Europe	Silver	Electric	Manual	2.7	152,116	51,764	3,777	Low
X3	2,010	Europe	Grey	Petrol	Automatic	3.7	139,276	40,949	2,118	Low
X6	2,023	Asia	Red	Electric	Manual	2.2	199,318	67,306	1,189	Low
M3	2,015	Middle East	Grey	Petrol	Manual	2.4	196,146	48,326	8,741	High
X3	2,018	Europe	Red	Hybrid	Automatic	3.8	161,514	105,502	5,106	Low
i8	2,024	Middle East	Blue	Diesel	Automatic	4.2	129,655	114,420	4,651	Low
i8	2,012	Europe	Blue	Hybrid	Automatic	3.1	174,448	77,213	257	Low
i8	2,015	Africa	Red	Diesel	Manual	2.7	116,252	76,635	4,681	Low
M3	2,012	North America	Grey	Diesel	Automatic	4.7	125,557	83,190	6,298	Low
3 Series	2,023	Europe	Blue	Diesel	Manual	2	154,333	62,794	4,666	Low
3 Series	2,022	Asia	Black	Diesel	Manual	4	58,517	43,454	1,218	Low
3 Series	2,010	North America	White	Petrol	Automatic	3.9	13,534	77,521	8,836	High
5 Series	2,023	Europe	Silver	Petrol	Manual	3.9	133,417	43,876	9,965	High
X1	2,022	Europe	Silver	Hybrid	Automatic	4.8	190,403	59,530	1,124	Low
i8	2,021	Europe	White	Diesel	Manual	4	91,623	95,050	8,202	High
X5	2,014	North America	Grey	Petrol	Manual	2.6	39,681	50,883	848	Low
X1	2,019	Europe	Silver	Diesel	Manual	2.7	40,231	97,569	4,118	Low
X3	2,023	North America	White	Diesel	Automatic	2.9	86,390	74,021	255	Low
5 Series	2,022	Middle East	Red	Petrol	Manual	1.6	78,233	99,270	7,582	High
7 Series	2,020	Asia	Silver	Petrol	Automatic	4.7	72,597	73,650	5,057	Low
i3	2,013	Europe	Silver	Electric	Automatic	1.8	24,935	85,240	9,120	High
X5	2,016	South America	Blue	Electric	Automatic	3.9	28,369	106,532	6,470	Low
M5	2,015	Europe	Grey	Petrol	Manual	4.1	179,911	81,705	349	Low
i8	2,019	Africa	Silver	Petrol	Manual	4.5	196,457	107,769	8,645	High
X5	2,016	Africa	Black	Petrol	Automatic	3.4	41,674	79,700	4,055	Low
i8	2,014	Africa	Silver	Electric	Manual	4	125,627	31,048	5,073	Low
X6	2,024	Africa	Black	Electric	Manual	2.6	17,897	66,995	1,833	Low
X5	2,024	Africa	Red	Hybrid	Manual	4.1	197,006	44,388	7,926	High
X1	2,013	North America	Silver	Diesel	Automatic	2.7	1,255	116,958	2,177	Low
7 Series	2,016	Africa	White	Electric	Manual	4.7	180,526	95,862	1,462	Low
i3	2,016	North America	Grey	Electric	Automatic	2.1	177,279	56,417	1,845	Low
X5	2,015	North America	Red	Electric	Manual	2.6	87,378	46,129	418	Low
i8	2,017	North America	Grey	Petrol	Automatic	3.2	184,635	80,898	7,860	High
X1	2,013	Europe	Silver	Diesel	Manual	4.2	33,662	106,340	2,221	Low
X5	2,019	Asia	Red	Diesel	Automatic	4.1	134,928	52,652	4,611	Low
X3	2,014	Europe	Black	Diesel	Automatic	2.2	47,352	114,879	9,708	High
3 Series	2,013	Africa	Red	Petrol	Manual	2	10,129	36,249	6,972	Low
X3	2,021	Africa	Silver	Hybrid	Automatic	2.6	31,809	45,266	3,141	Low
3 Series	2,010	Europe	Black	Petrol	Manual	3.2	86,383	77,894	7,500	High
7 Series	2,021	Asia	Black	Electric	Automatic	3.4	107,088	51,591	6,107	Low
i3	2,017	Africa	Blue	Diesel	Manual	3	170,638	48,895	6,180	Low
i8	2,010	South America	Red	Electric	Automatic	3.8	51,095	73,328	1,491	Low
3 Series	2,014	Europe	Black	Petrol	Automatic	3	184,086	62,981	6,246	Low
i3	2,024	Africa	Grey	Electric	Automatic	4.8	41,149	114,496	9,011	High
M3	2,015	Africa	Black	Petrol	Manual	2.4	89,292	54,491	9,849	High
X1	2,015	Asia	Silver	Petrol	Automatic	3.7	67,312	72,194	680	Low
i3	2,022	South America	Silver	Electric	Automatic	3.6	43,763	47,611	9,694	High
3 Series	2,014	Middle East	Red	Petrol	Automatic	2.5	123,659	75,842	7,941	High
i3	2,012	Europe	Grey	Hybrid	Manual	2.9	4,194	36,892	8,396	High
5 Series	2,024	South America	Black	Hybrid	Automatic	2.8	102,271	99,531	2,354	Low
X1	2,014	South America	Red	Electric	Manual	2.1	155,995	35,110	8,771	High
M5	2,021	Asia	Silver	Hybrid	Manual	3.2	63,241	34,929	9,169	High
X5	2,017	Africa	Grey	Diesel	Manual	2.9	91,180	84,873	3,388	Low
X1	2,023	South America	Grey	Petrol	Automatic	2.1	69,335	48,665	3,762	Low
3 Series	2,011	South America	Silver	Hybrid	Automatic	3.1	127,323	93,923	3,969	Low
M3	2,015	Europe	White	Hybrid	Automatic	3	101,734	119,500	2,042	Low
X5	2,018	Africa	White	Hybrid	Manual	2	121,736	89,252	9,319	High
M5	2,017	Africa	Red	Electric	Automatic	2	95,843	94,833	5,697	Low
M3	2,023	Africa	Red	Diesel	Manual	3.8	59,746	60,848	7,089	High
X3	2,020	Middle East	Silver	Diesel	Manual	4	89,537	77,692	231	Low
5 Series	2,017	Africa	Silver	Electric	Manual	4.8	37,817	88,007	6,147	Low
M3	2,017	Middle East	Black	Diesel	Manual	1.8	156,411	47,619	3,823	Low
X3	2,024	Europe	Silver	Petrol	Manual	1.9	22,376	101,357	5,681	Low
M3	2,022	Asia	Red	Hybrid	Manual	1.7	91,621	117,221	8,916	High
M5	2,016	Asia	Grey	Diesel	Manual	3.4	60,566	49,874	4,078	Low
5 Series	2,017	Middle East	Silver	Petrol	Manual	3.7	199,563	66,899	4,652	Low
X6	2,022	South America	Red	Diesel	Manual	2.9	157,938	84,490	4,065	Low
X3	2,015	North America	Blue	Hybrid	Manual	4.3	76,628	66,908	1,827	Low
5 Series	2,011	North America	White	Electric	Manual	3.9	21,532	89,606	116	Low

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