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	2,012	Europe	Grey	Electric	Automatic	4.2	64,628	103,334	1,307	Low
X5	2,012	South America	Red	Diesel	Manual	4.7	174,617	53,909	8,340	High
M3	2,010	Asia	White	Petrol	Manual	4.9	38,989	41,373	7,791	High
3 Series	2,018	Europe	Black	Petrol	Manual	3	70,111	48,745	5,763	Low
M5	2,015	Africa	Silver	Electric	Automatic	5	152,137	45,618	6,376	Low
7 Series	2,011	Africa	Grey	Petrol	Automatic	2.5	129,537	95,388	8,309	High
i8	2,017	Africa	Grey	Diesel	Manual	1.5	139,045	86,624	9,173	High
i3	2,021	South America	Silver	Electric	Manual	4.2	119,620	107,191	3,881	Low
X5	2,018	South America	White	Electric	Automatic	2.1	47,045	77,676	1,984	Low
3 Series	2,018	South America	Black	Diesel	Automatic	1.7	154,618	113,192	7,177	High
X1	2,011	Asia	Black	Diesel	Manual	4.7	129,307	110,851	2,719	Low
X5	2,011	North America	Blue	Petrol	Manual	4.3	175,644	93,874	519	Low
X1	2,022	North America	Grey	Diesel	Automatic	1.9	43	103,557	5,390	Low
M3	2,016	Asia	Grey	Hybrid	Automatic	4.2	20,983	47,151	4,311	Low
X5	2,020	Middle East	Silver	Hybrid	Automatic	4.5	120,043	92,629	5,757	Low
M3	2,013	South America	Silver	Petrol	Automatic	4.7	29,534	116,715	1,272	Low
X1	2,022	Africa	Grey	Petrol	Manual	3.4	42,018	82,406	2,353	Low
i8	2,010	Asia	Silver	Petrol	Automatic	4	133,017	92,603	8,350	High
i3	2,017	Asia	Black	Hybrid	Automatic	4.2	100,215	42,493	1,056	Low
X5	2,011	Middle East	Silver	Hybrid	Manual	3.9	72,264	80,285	9,374	High
7 Series	2,023	North America	Silver	Diesel	Automatic	3.8	198,324	118,849	3,948	Low
i8	2,012	Africa	Grey	Hybrid	Automatic	3.4	56,815	45,467	4,165	Low
7 Series	2,014	Africa	White	Diesel	Automatic	3.2	113,844	70,542	3,051	Low
M3	2,023	Europe	Black	Electric	Automatic	5	91,142	68,336	196	Low
M5	2,012	Middle East	White	Electric	Automatic	2.7	135,948	80,741	1,383	Low
5 Series	2,016	North America	Red	Electric	Automatic	1.8	91,890	55,170	2,385	Low
X5	2,016	South America	Red	Electric	Automatic	4.2	120,541	91,240	7,629	High
i8	2,023	South America	Blue	Hybrid	Manual	2.2	75,250	51,308	5,269	Low
X3	2,011	North America	Blue	Electric	Automatic	3.4	24,794	108,809	4,591	Low
i8	2,022	Europe	Blue	Electric	Manual	1.8	128,505	64,263	8,608	High
X6	2,022	North America	Black	Petrol	Automatic	3.7	164,520	31,347	2,930	Low
X5	2,016	Asia	Grey	Electric	Manual	4.8	67,869	54,801	8,462	High
3 Series	2,020	Europe	Blue	Hybrid	Automatic	4	147,840	66,217	6,626	Low
i8	2,015	Africa	Blue	Hybrid	Manual	2.3	133,399	44,455	7,154	High
3 Series	2,019	Africa	Blue	Petrol	Manual	4.9	62,227	93,928	5,871	Low
M5	2,018	North America	Black	Diesel	Manual	2.6	19,381	43,775	2,393	Low
X3	2,022	Asia	Black	Electric	Manual	3	139,472	116,084	283	Low
i3	2,018	Europe	Silver	Electric	Manual	3.2	98,398	101,120	4,846	Low
X6	2,011	Middle East	Black	Hybrid	Manual	5	17,249	37,128	1,500	Low
i3	2,016	Middle East	Grey	Petrol	Automatic	1.7	31,264	75,755	1,325	Low
7 Series	2,014	Europe	White	Petrol	Manual	3.9	64,220	42,500	3,388	Low
M3	2,022	South America	Grey	Diesel	Automatic	2.8	163,955	118,318	7,649	High
X5	2,015	North America	Blue	Hybrid	Manual	1.8	195,643	46,580	4,507	Low
X5	2,010	Africa	Black	Petrol	Automatic	4.8	183,378	65,917	3,040	Low
X1	2,016	Africa	Blue	Diesel	Manual	3.6	50,560	58,701	7,232	High
X3	2,015	Africa	Red	Hybrid	Manual	4.1	118,526	118,409	861	Low
X1	2,013	Asia	Red	Electric	Manual	2.3	117,626	31,815	6,273	Low
X5	2,010	North America	Silver	Electric	Automatic	4.2	123,797	97,811	5,884	Low
5 Series	2,018	Europe	White	Electric	Automatic	4.4	45,955	102,162	7,768	High
X6	2,013	Asia	White	Diesel	Automatic	3	122,803	112,708	8,879	High
X1	2,011	Africa	Red	Hybrid	Manual	3.5	148,066	106,676	6,557	Low
X1	2,017	Middle East	Black	Hybrid	Automatic	4.9	80,561	81,419	477	Low
i8	2,011	Europe	White	Electric	Manual	4.5	3,315	45,185	2,691	Low
X5	2,014	South America	Red	Diesel	Automatic	3.1	179,302	70,014	5,266	Low
i3	2,020	Europe	Red	Diesel	Automatic	3.8	165,600	47,528	3,108	Low
i3	2,015	Europe	Red	Diesel	Manual	4.2	108,815	38,310	8,674	High
M5	2,020	Africa	Grey	Petrol	Manual	1.6	120,249	90,318	3,294	Low
X1	2,022	Africa	Grey	Electric	Manual	3.6	144,620	92,887	4,061	Low
5 Series	2,017	Africa	Grey	Hybrid	Manual	4.9	156,194	49,972	8,890	High
X1	2,020	North America	Black	Hybrid	Manual	4.8	188,107	102,649	7,727	High
5 Series	2,010	Africa	Red	Petrol	Manual	4.4	10,595	55,189	5,598	Low
i3	2,010	Africa	White	Petrol	Automatic	1.9	76,146	51,456	9,992	High
X1	2,021	South America	Black	Electric	Manual	5	28,973	31,712	794	Low
3 Series	2,013	South America	White	Petrol	Manual	3.6	142,261	71,308	4,312	Low
X3	2,014	Asia	Red	Hybrid	Manual	2.3	58,438	87,263	5,730	Low
i3	2,022	Middle East	Red	Hybrid	Automatic	3.9	35,459	38,622	3,615	Low
5 Series	2,024	South America	Silver	Electric	Automatic	4.5	42,059	38,181	7,983	High
5 Series	2,022	Africa	White	Diesel	Automatic	1.9	188,230	47,260	5,994	Low
M3	2,018	Asia	White	Electric	Manual	4.7	85,165	75,441	4,186	Low
3 Series	2,020	Asia	Grey	Petrol	Automatic	4.7	189,253	78,445	2,354	Low
7 Series	2,023	Africa	Grey	Electric	Manual	1.5	177,040	112,958	5,268	Low
5 Series	2,016	Asia	Silver	Hybrid	Manual	4.7	38,352	117,499	5,577	Low
i8	2,016	Africa	Red	Petrol	Manual	4.8	113,923	91,148	5,746	Low
i8	2,017	Asia	Blue	Diesel	Manual	1.6	41,862	68,111	4,617	Low
M3	2,024	Asia	Black	Hybrid	Manual	2.5	168,803	33,290	3,158	Low
X6	2,014	Europe	White	Diesel	Manual	2.8	187,718	73,199	5,680	Low
X5	2,014	Asia	Silver	Hybrid	Automatic	2.7	115,365	60,138	3,891	Low
5 Series	2,010	Africa	Red	Petrol	Manual	4.2	113,001	115,964	850	Low
i3	2,023	Asia	Black	Petrol	Automatic	2.8	85,431	119,769	4,852	Low
3 Series	2,018	South America	Black	Petrol	Automatic	4.8	104,416	47,525	9,103	High
7 Series	2,015	Africa	Black	Diesel	Manual	5	197,654	33,434	7,363	High
5 Series	2,018	Asia	Silver	Petrol	Manual	2.6	172,251	46,171	922	Low
X3	2,012	North America	Grey	Hybrid	Manual	3.3	10,267	98,980	3,848	Low
X3	2,014	Middle East	Blue	Petrol	Automatic	3.5	118,304	97,876	5,357	Low
i8	2,011	Asia	Red	Hybrid	Manual	3.5	47,829	86,373	2,318	Low
X1	2,019	Africa	Blue	Diesel	Automatic	2.8	170,517	118,478	4,189	Low
i3	2,014	Europe	Silver	Hybrid	Manual	2.1	100,540	73,089	8,812	High
M3	2,024	North America	Grey	Petrol	Manual	1.7	21,955	92,137	468	Low
i8	2,022	Africa	Grey	Petrol	Automatic	1.9	27,479	72,313	9,690	High
7 Series	2,022	North America	Grey	Petrol	Manual	4.7	21,178	56,079	2,073	Low
X3	2,022	Europe	Silver	Petrol	Automatic	2.5	178,679	63,424	3,817	Low
i8	2,024	South America	Red	Petrol	Automatic	1.8	151,759	92,336	1,128	Low
M3	2,023	South America	White	Hybrid	Automatic	3.7	103,665	97,908	1,429	Low
i8	2,017	Europe	Grey	Electric	Manual	1.8	61,037	115,753	2,867	Low
X1	2,020	Europe	Black	Diesel	Manual	1.7	138,300	99,314	3,040	Low
X1	2,011	Middle East	Silver	Petrol	Automatic	3.7	57,996	112,140	6,927	Low
7 Series	2,017	Europe	Blue	Hybrid	Automatic	3.6	106,190	92,330	7,996	High
7 Series	2,013	Asia	Blue	Petrol	Automatic	1.6	18,656	97,741	5,602	Low
X5	2,019	North America	White	Petrol	Manual	3.1	39,389	40,823	8,244	High
M5	2,019	Asia	Red	Petrol	Manual	3	166,839	70,290	9,443	High

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