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
i3	2,012	Africa	Grey	Electric	Automatic	4.4	134,342	70,967	1,389	Low
i8	2,010	Middle East	Black	Petrol	Manual	3.9	73,928	60,185	4,419	Low
X5	2,020	South America	Silver	Petrol	Manual	3.1	49,597	63,628	675	Low
X6	2,013	Europe	Black	Hybrid	Manual	3.7	171,740	108,019	9,987	High
M3	2,018	Africa	Red	Electric	Automatic	2.6	80,824	86,877	8,492	High
5 Series	2,013	Europe	Blue	Diesel	Automatic	2	63,125	88,570	2,721	Low
X5	2,010	Europe	White	Diesel	Automatic	2.6	114,852	96,989	6,795	Low
i3	2,023	Europe	White	Diesel	Automatic	3.1	175,224	95,233	4,545	Low
X5	2,013	Asia	Black	Hybrid	Automatic	3	112,925	33,167	8,476	High
7 Series	2,016	South America	Silver	Electric	Manual	4.1	127,776	36,884	7,044	High
X6	2,012	Africa	Black	Diesel	Automatic	4.8	85,360	33,655	3,910	Low
7 Series	2,019	Europe	White	Diesel	Manual	2.9	199,189	98,488	4,589	Low
i8	2,015	South America	White	Diesel	Automatic	1.8	145,577	52,500	4,687	Low
i8	2,024	Asia	Black	Hybrid	Automatic	1.6	168,079	70,450	7,849	High
5 Series	2,023	Middle East	White	Hybrid	Automatic	1.5	1,453	44,559	1,902	Low
3 Series	2,010	Middle East	Black	Diesel	Automatic	4.8	8,167	33,790	5,497	Low
X6	2,020	Asia	Blue	Electric	Automatic	5	50,448	93,637	5,012	Low
M3	2,013	North America	Grey	Hybrid	Automatic	1.7	36,599	89,013	6,251	Low
X1	2,012	Asia	Black	Electric	Automatic	2.8	113,738	80,186	9,344	High
7 Series	2,023	Asia	Black	Diesel	Manual	3.8	4,571	97,001	8,355	High
7 Series	2,010	Africa	Silver	Diesel	Manual	2.1	188,640	65,984	6,325	Low
i8	2,012	South America	Silver	Hybrid	Manual	3.6	169,579	74,563	9,181	High
X6	2,024	Middle East	Silver	Petrol	Manual	4.3	72,541	99,507	9,288	High
M3	2,013	Asia	Red	Hybrid	Manual	4.5	91,350	76,197	8,095	High
M5	2,014	South America	Blue	Electric	Automatic	4	78,725	109,043	5,596	Low
M3	2,015	Asia	Blue	Hybrid	Manual	1.8	193,456	105,648	2,310	Low
3 Series	2,011	Europe	Silver	Diesel	Manual	2.7	13,584	60,413	7,484	High
5 Series	2,011	Africa	Silver	Electric	Automatic	4.9	186,943	97,549	3,336	Low
i3	2,015	South America	Silver	Electric	Automatic	2.2	25,164	80,117	5,910	Low
i3	2,014	South America	Red	Diesel	Automatic	3.1	160,873	103,038	8,816	High
i8	2,010	Europe	Black	Diesel	Automatic	2.7	61,202	101,207	4,163	Low
X5	2,012	Middle East	White	Petrol	Automatic	2.2	12,222	119,973	4,487	Low
M5	2,020	Africa	Red	Petrol	Manual	2.6	63,249	66,077	9,374	High
X6	2,014	Asia	White	Hybrid	Manual	2.2	3,488	79,794	5,799	Low
3 Series	2,024	Europe	Silver	Electric	Automatic	4.6	27,393	42,611	269	Low
5 Series	2,022	Africa	Grey	Petrol	Automatic	2.1	90,686	59,176	7,898	High
X3	2,021	Europe	Black	Hybrid	Automatic	3.7	183,896	47,942	9,166	High
X5	2,021	Asia	Silver	Petrol	Automatic	4.8	166,678	36,086	4,214	Low
M5	2,011	South America	Silver	Hybrid	Manual	4.8	87,242	44,816	5,623	Low
M5	2,010	Africa	White	Hybrid	Manual	3.6	127,364	55,457	5,377	Low
3 Series	2,018	Europe	Black	Petrol	Automatic	2.4	186,856	35,723	9,153	High
7 Series	2,024	Asia	Blue	Petrol	Manual	2.4	72,703	74,502	7,787	High
X3	2,014	Asia	Grey	Electric	Automatic	4.1	81,418	87,069	2,110	Low
M5	2,011	Africa	Black	Electric	Manual	4.9	113,052	87,337	2,956	Low
i3	2,019	Europe	Blue	Hybrid	Manual	1.8	66,440	94,143	1,482	Low
X6	2,013	South America	Red	Petrol	Manual	4.3	167,825	117,950	2,288	Low
3 Series	2,012	Middle East	White	Electric	Manual	1.9	21,265	112,058	9,060	High
3 Series	2,016	North America	White	Petrol	Automatic	2.5	19,512	34,257	4,145	Low
X6	2,010	Europe	Red	Hybrid	Automatic	3.5	62,373	49,298	5,680	Low
i3	2,024	Europe	Blue	Electric	Manual	2.5	89,114	63,037	4,549	Low
X3	2,019	Middle East	Black	Hybrid	Automatic	3.8	153,187	85,576	3,533	Low
M3	2,021	Europe	White	Petrol	Manual	3	50,906	114,282	1,199	Low
X5	2,021	Middle East	Silver	Diesel	Manual	2.3	129,226	97,094	7,411	High
5 Series	2,013	Europe	Red	Diesel	Automatic	3.4	520	102,309	6,348	Low
i3	2,016	Africa	Silver	Petrol	Automatic	1.6	194,380	46,161	4,941	Low
X6	2,020	Middle East	White	Electric	Automatic	4.1	127,982	52,495	6,951	Low
5 Series	2,019	Asia	Black	Hybrid	Manual	3.3	29,137	119,428	4,517	Low
M5	2,022	North America	White	Electric	Manual	4.8	117,312	36,231	362	Low
X5	2,014	North America	Grey	Hybrid	Manual	1.9	10,204	63,278	4,673	Low
M5	2,013	North America	White	Hybrid	Automatic	4.1	166,903	85,848	5,344	Low
i3	2,013	South America	Blue	Petrol	Automatic	2.6	106,326	87,124	3,627	Low
M5	2,020	Middle East	Blue	Hybrid	Automatic	2.8	123,172	118,781	9,648	High
M5	2,021	South America	White	Electric	Manual	2.7	46,895	100,429	1,810	Low
X3	2,023	Europe	Grey	Electric	Automatic	2.8	80,567	87,511	8,460	High
X3	2,011	Africa	Black	Electric	Manual	3	5,230	59,329	7,708	High
i8	2,017	Asia	Black	Diesel	Automatic	1.6	102,607	71,044	3,046	Low
X5	2,021	Africa	Red	Diesel	Manual	4.5	77,946	64,708	864	Low
X6	2,013	Europe	White	Hybrid	Manual	4.6	105,780	81,557	9,120	High
X6	2,011	Africa	Silver	Petrol	Manual	1.6	179,672	48,220	5,546	Low
3 Series	2,018	North America	White	Electric	Manual	4.2	14,910	45,955	5,725	Low
5 Series	2,023	Asia	Blue	Diesel	Manual	1.8	68,015	76,297	6,592	Low
X3	2,023	Europe	Blue	Hybrid	Automatic	4.3	197,632	40,289	7,118	High
i8	2,022	Africa	Blue	Electric	Manual	3.6	12,202	77,085	719	Low
X5	2,021	Asia	Red	Hybrid	Automatic	2.6	159,488	78,868	6,900	Low
5 Series	2,019	Asia	Grey	Hybrid	Manual	3.6	46,944	33,848	7,477	High
i3	2,022	Middle East	Blue	Electric	Automatic	3.3	139,401	35,941	6,600	Low
7 Series	2,016	Middle East	Blue	Diesel	Manual	3.7	166,917	60,098	2,524	Low
i3	2,024	Europe	Silver	Diesel	Automatic	3.2	140,776	41,861	8,530	High
M5	2,012	South America	Blue	Electric	Automatic	4.2	58,220	69,940	9,643	High
X1	2,024	Africa	Blue	Hybrid	Automatic	1.7	199,831	62,373	8,937	High
5 Series	2,016	Africa	Silver	Diesel	Manual	2.7	18,373	87,079	7,695	High
M5	2,010	North America	Silver	Diesel	Manual	3.5	27,400	109,976	8,291	High
X1	2,021	Middle East	Red	Hybrid	Automatic	3.6	70,816	103,295	1,610	Low
M5	2,010	North America	Blue	Diesel	Automatic	2.1	15,397	102,645	268	Low
3 Series	2,013	Europe	Red	Hybrid	Manual	1.8	85,475	60,281	9,397	High
M3	2,013	Europe	White	Petrol	Manual	1.6	169,351	107,025	2,810	Low
i8	2,013	Middle East	Red	Hybrid	Automatic	2.9	41,329	56,161	3,076	Low
X6	2,018	Europe	Black	Hybrid	Manual	2.7	89,030	69,890	1,886	Low
M3	2,015	Africa	Black	Hybrid	Manual	3.5	169,481	49,326	770	Low
M5	2,012	Africa	Red	Hybrid	Manual	3.1	34,449	81,034	6,387	Low
3 Series	2,015	Middle East	Silver	Hybrid	Automatic	2.9	39,961	107,884	6,482	Low
M5	2,011	North America	White	Hybrid	Automatic	4.5	112,296	62,107	6,495	Low
i3	2,011	Africa	Blue	Electric	Manual	3.7	3,271	38,941	3,796	Low
7 Series	2,016	Asia	Blue	Diesel	Automatic	3.8	112,472	39,263	4,098	Low
X1	2,023	Middle East	Grey	Diesel	Manual	2.8	194,001	31,769	6,736	Low
X6	2,012	South America	Blue	Diesel	Automatic	4.2	128,238	85,590	5,195	Low
X1	2,016	North America	Silver	Petrol	Automatic	2	77,444	60,253	4,426	Low
X1	2,012	Asia	Silver	Diesel	Automatic	2.9	42,499	98,862	7,969	High
i8	2,021	North America	Black	Diesel	Manual	1.7	183,297	87,420	4,088	Low
M5	2,021	Middle East	Black	Hybrid	Automatic	1.9	51,997	101,210	5,561	Low

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