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	2,024	Europe	White	Petrol	Manual	4.6	151,553	64,869	2,701	Low
X6	2,014	Asia	White	Petrol	Automatic	2.9	11,747	113,065	1,453	Low
M3	2,010	Africa	Blue	Electric	Manual	2.4	128,403	72,852	835	Low
X6	2,022	South America	Grey	Petrol	Manual	2.7	125,114	47,508	2,107	Low
X5	2,018	North America	Grey	Hybrid	Manual	1.9	9,602	84,718	7,493	High
i8	2,018	Africa	Red	Hybrid	Automatic	3.9	65,799	66,217	8,530	High
i3	2,012	South America	Black	Electric	Manual	3.3	76,839	86,619	8,436	High
5 Series	2,014	Asia	Blue	Diesel	Automatic	3.6	106,525	36,650	7,867	High
X5	2,024	Africa	Red	Hybrid	Manual	2.6	145,931	115,382	5,778	Low
X1	2,012	South America	Grey	Diesel	Automatic	3.8	173,232	83,412	5,342	Low
X3	2,016	Middle East	Grey	Diesel	Manual	2.1	41,587	39,201	7,295	High
i3	2,022	Europe	Grey	Electric	Manual	3.8	108,816	105,560	5,261	Low
X5	2,024	Europe	Silver	Electric	Automatic	1.8	88,897	68,118	8,819	High
X5	2,010	North America	Blue	Petrol	Automatic	2.9	107,131	55,442	5,481	Low
7 Series	2,024	Asia	White	Hybrid	Automatic	3.6	44,054	93,399	4,364	Low
M3	2,014	Middle East	Black	Diesel	Automatic	4.5	147,110	99,512	7,349	High
M3	2,015	Asia	White	Diesel	Manual	4.3	143,486	47,202	6,790	Low
X3	2,023	South America	Red	Diesel	Automatic	3.3	198,938	91,248	6,621	Low
i8	2,020	Europe	Black	Diesel	Manual	4.6	117,432	70,255	3,852	Low
X5	2,021	South America	Red	Petrol	Automatic	3.3	106,514	45,468	2,616	Low
X3	2,023	Africa	Red	Petrol	Manual	3.3	79,019	50,713	6,708	Low
M5	2,016	Europe	Silver	Electric	Automatic	4	67,705	82,567	4,974	Low
M5	2,012	South America	Silver	Petrol	Manual	4.6	113,985	107,238	5,663	Low
X5	2,016	Middle East	White	Petrol	Automatic	3.6	37,664	111,903	3,199	Low
5 Series	2,013	South America	Silver	Petrol	Manual	4.8	15,530	35,539	4,396	Low
X1	2,019	Asia	White	Hybrid	Automatic	2.3	102,652	92,416	2,216	Low
X1	2,020	Africa	Silver	Diesel	Manual	4.7	102,119	64,283	6,971	Low
5 Series	2,023	Europe	Black	Diesel	Automatic	2.3	72,205	62,331	6,889	Low
X5	2,015	South America	White	Hybrid	Manual	3.3	26,831	99,860	3,222	Low
3 Series	2,014	Asia	Blue	Hybrid	Automatic	4.3	38,840	73,661	7,639	High
M3	2,013	Africa	Blue	Diesel	Manual	4.3	58,552	80,533	8,905	High
7 Series	2,015	Europe	Blue	Hybrid	Manual	2.5	51,897	63,634	6,860	Low
X5	2,022	North America	White	Hybrid	Automatic	5	164,797	104,705	5,375	Low
7 Series	2,021	Asia	Black	Diesel	Automatic	1.8	19,751	83,695	5,326	Low
7 Series	2,012	Africa	Silver	Hybrid	Automatic	1.6	128,811	64,928	4,021	Low
M5	2,012	Asia	Black	Hybrid	Manual	4.4	180,014	84,088	7,708	High
X3	2,014	Africa	Silver	Diesel	Manual	4.4	145,235	44,684	4,801	Low
M3	2,020	Africa	Red	Electric	Manual	4	39,787	50,943	4,891	Low
5 Series	2,014	North America	White	Hybrid	Manual	4.5	85,037	38,759	6,680	Low
M5	2,018	Africa	Silver	Petrol	Automatic	2	54,499	102,042	3,657	Low
M5	2,024	Asia	White	Petrol	Manual	1.8	100,784	86,001	1,314	Low
M5	2,013	Middle East	Grey	Electric	Automatic	4.9	73,780	87,001	5,556	Low
7 Series	2,014	Europe	Black	Hybrid	Automatic	3.7	135,816	66,290	3,324	Low
X1	2,021	Asia	Red	Diesel	Automatic	4.7	62,232	117,391	3,827	Low
i8	2,018	Africa	Red	Electric	Automatic	4.7	22,574	95,254	694	Low
M3	2,013	Asia	Black	Diesel	Manual	3.8	20,806	107,095	8,880	High
M3	2,022	Middle East	Grey	Diesel	Manual	3.7	186,639	115,279	4,523	Low
7 Series	2,024	North America	Blue	Petrol	Automatic	2.8	90,404	108,662	558	Low
M5	2,024	Middle East	Black	Electric	Automatic	2	6,521	104,658	3,491	Low
M5	2,012	Asia	Red	Hybrid	Manual	3.9	112,401	64,944	5,413	Low
M3	2,016	South America	Silver	Hybrid	Automatic	4.4	76,198	106,965	8,339	High
X1	2,016	Africa	White	Electric	Automatic	3.4	88,013	79,256	5,877	Low
X5	2,017	North America	Silver	Hybrid	Automatic	1.7	91,831	115,867	1,317	Low
X3	2,013	South America	Grey	Diesel	Automatic	2	29,265	30,390	2,185	Low
5 Series	2,013	South America	White	Hybrid	Manual	1.9	163,463	36,528	678	Low
M5	2,023	South America	White	Petrol	Manual	3.8	70,488	104,487	5,356	Low
X3	2,023	North America	Silver	Hybrid	Automatic	3.5	158,227	34,685	7,108	High
M5	2,018	Europe	Grey	Diesel	Automatic	3.1	100,212	117,131	8,404	High
i8	2,019	Africa	Grey	Diesel	Automatic	3.4	147,565	108,484	1,696	Low
i8	2,016	Middle East	Black	Diesel	Automatic	2.5	113,276	94,762	5,068	Low
M5	2,012	Asia	Grey	Electric	Manual	4.3	104,919	108,708	8,776	High
i8	2,024	Africa	Black	Diesel	Manual	2.6	194,956	64,714	1,474	Low
3 Series	2,022	Africa	White	Petrol	Manual	3.8	133,706	53,111	4,740	Low
M5	2,018	Europe	Grey	Diesel	Manual	2.9	141,920	74,204	2,770	Low
X6	2,022	South America	Silver	Hybrid	Automatic	1.8	60,927	57,377	3,561	Low
X5	2,014	Africa	Black	Petrol	Manual	2.4	155,117	77,844	149	Low
X3	2,013	North America	Red	Hybrid	Manual	4.9	173,158	90,223	912	Low
M5	2,010	Europe	Red	Hybrid	Manual	2.2	53,525	39,446	9,403	High
5 Series	2,018	Europe	Red	Petrol	Manual	1.9	142,717	106,460	5,911	Low
X6	2,015	South America	Red	Petrol	Automatic	2.5	111,310	91,011	9,387	High
i8	2,020	Africa	White	Diesel	Manual	4.6	15,945	86,178	3,059	Low
5 Series	2,011	Europe	Grey	Diesel	Manual	2.6	69,477	35,426	9,722	High
X1	2,022	South America	Silver	Hybrid	Automatic	3	188,544	38,408	6,330	Low
X3	2,016	Asia	Red	Electric	Manual	2.6	134,222	98,493	1,024	Low
i8	2,012	South America	Blue	Diesel	Manual	5	40,233	31,649	5,280	Low
3 Series	2,024	Middle East	Silver	Petrol	Automatic	5	111,145	57,790	4,567	Low
5 Series	2,015	South America	Silver	Diesel	Manual	3.2	67,420	102,774	4,252	Low
X6	2,017	Africa	Blue	Hybrid	Manual	4.2	169,279	111,227	1,734	Low
i8	2,012	Europe	Red	Diesel	Automatic	2.3	179,140	64,882	5,090	Low
3 Series	2,022	Europe	Grey	Hybrid	Manual	2.8	145,938	53,858	7,659	High
M5	2,021	Middle East	Grey	Diesel	Manual	3.9	155,826	43,613	7,301	High
M3	2,021	Africa	Black	Petrol	Automatic	2.5	197,330	50,563	330	Low
X3	2,014	Europe	Blue	Hybrid	Automatic	2.3	47,834	46,502	6,976	Low
X6	2,023	North America	White	Petrol	Manual	4.7	15,887	111,565	767	Low
X1	2,015	Africa	Silver	Hybrid	Automatic	2.4	124,626	55,897	3,898	Low
M5	2,010	Asia	Red	Diesel	Manual	1.7	92,468	82,461	5,255	Low
3 Series	2,019	Africa	White	Diesel	Manual	4.1	39,734	34,134	5,551	Low
5 Series	2,016	Middle East	Grey	Electric	Manual	2.4	113,406	53,454	9,313	High
5 Series	2,013	South America	White	Diesel	Automatic	3.1	133,142	49,364	2,834	Low
3 Series	2,019	North America	Black	Diesel	Automatic	1.9	143,011	45,558	1,103	Low
X6	2,020	South America	Red	Diesel	Manual	1.7	59,025	83,771	5,496	Low
M5	2,024	Africa	Black	Hybrid	Automatic	3.1	198,444	66,510	3,630	Low
3 Series	2,016	Africa	Grey	Diesel	Automatic	2.7	79,703	99,164	7,431	High
3 Series	2,016	North America	Black	Electric	Manual	3.3	160,198	74,010	870	Low
i3	2,020	Middle East	Black	Diesel	Automatic	4.9	9,451	58,353	1,260	Low
i3	2,014	Africa	Silver	Electric	Automatic	2.9	197,638	112,658	4,649	Low
3 Series	2,017	Asia	Grey	Diesel	Manual	3.6	35,524	40,325	5,876	Low
X5	2,017	Africa	Black	Hybrid	Automatic	1.8	37,224	37,308	1,421	Low
X1	2,014	North America	Red	Diesel	Manual	4.6	83,027	95,909	4,304	Low
i8	2,014	Asia	Silver	Hybrid	Automatic	4.3	2,260	62,426	4,334	Low

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