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
M3	2,024	Asia	Red	Hybrid	Automatic	4.8	11,160	55,952	3,657	Low
i3	2,012	Africa	Red	Diesel	Manual	4.7	157,803	46,712	4,952	Low
X6	2,023	North America	Blue	Diesel	Automatic	4.8	77,127	93,476	2,037	Low
i3	2,011	North America	Grey	Hybrid	Manual	1.6	116,588	35,455	9,550	High
M5	2,021	North America	Red	Hybrid	Automatic	4	193,977	112,032	1,106	Low
M3	2,012	Asia	Red	Hybrid	Automatic	2.3	173,983	63,041	5,609	Low
X3	2,020	South America	Grey	Petrol	Automatic	2.2	183,726	71,448	5,117	Low
X5	2,015	Asia	Blue	Diesel	Automatic	4.3	69,368	116,765	1,068	Low
i3	2,022	South America	Red	Diesel	Automatic	3	143,898	119,911	537	Low
X6	2,023	Middle East	Black	Hybrid	Manual	4.7	77,805	101,152	8,378	High
X1	2,012	Middle East	Grey	Diesel	Manual	1.6	188,457	88,362	7,596	High
M5	2,019	Africa	Red	Diesel	Automatic	4.3	166,248	79,385	8,636	High
X6	2,014	Asia	Blue	Electric	Manual	2	69,281	108,613	8,923	High
M5	2,015	Africa	Silver	Hybrid	Manual	2.1	76,174	31,076	1,754	Low
7 Series	2,017	North America	Black	Electric	Manual	3.2	64,572	36,937	7,453	High
X3	2,016	North America	Grey	Electric	Manual	2.9	120,652	34,274	7,577	High
X6	2,023	North America	Grey	Electric	Automatic	3.2	85,914	115,276	4,306	Low
i8	2,020	Middle East	Blue	Petrol	Manual	4.8	60,562	104,835	5,556	Low
X6	2,017	South America	Blue	Hybrid	Manual	3.8	168,547	45,721	3,243	Low
X6	2,012	North America	Silver	Diesel	Manual	2.5	35,404	35,080	9,864	High
7 Series	2,013	Africa	Grey	Hybrid	Automatic	2.1	140,732	109,000	6,689	Low
7 Series	2,015	North America	Silver	Petrol	Manual	3	72,172	46,715	2,346	Low
X6	2,020	Middle East	White	Hybrid	Automatic	3.1	105,984	86,701	7,713	High
5 Series	2,016	North America	Grey	Petrol	Automatic	3.6	40,424	54,379	6,472	Low
3 Series	2,018	South America	Blue	Electric	Manual	2.4	169,364	81,220	5,027	Low
7 Series	2,022	Asia	Red	Petrol	Automatic	4.2	187,919	69,607	6,768	Low
X5	2,010	Middle East	Silver	Diesel	Automatic	1.8	59,312	82,942	2,993	Low
i8	2,022	Middle East	White	Electric	Manual	3.5	9,116	72,764	701	Low
5 Series	2,024	Europe	Silver	Diesel	Automatic	3.7	90	66,518	5,675	Low
M5	2,017	Middle East	Grey	Petrol	Manual	2.2	5,359	62,807	5,151	Low
X1	2,017	Middle East	Blue	Hybrid	Manual	4.4	159,406	94,977	5,807	Low
i3	2,015	Europe	Blue	Electric	Manual	3.7	63,616	62,640	9,045	High
M3	2,013	Middle East	Grey	Petrol	Automatic	3.8	168,538	93,051	4,140	Low
M5	2,012	Asia	Black	Diesel	Manual	3.2	142,591	97,081	9,880	High
i3	2,020	Europe	Silver	Electric	Manual	4.7	140,590	31,265	8,029	High
7 Series	2,012	Asia	Grey	Diesel	Automatic	3.9	22,099	99,855	5,782	Low
X6	2,015	Asia	Blue	Electric	Automatic	2.8	117,876	31,348	1,732	Low
3 Series	2,022	Middle East	White	Electric	Manual	2.3	40,191	103,384	1,318	Low
7 Series	2,017	Middle East	Red	Hybrid	Automatic	1.7	171,545	88,423	1,733	Low
X1	2,016	Middle East	White	Electric	Manual	2.1	122,129	72,227	1,539	Low
i8	2,020	South America	Blue	Electric	Automatic	5	196,771	51,067	1,051	Low
3 Series	2,010	Africa	Red	Diesel	Automatic	2.9	134,365	115,487	9,937	High
X6	2,020	Europe	Black	Electric	Manual	4.6	12,724	60,666	591	Low
7 Series	2,015	Europe	Silver	Diesel	Manual	2.1	173,394	82,919	2,382	Low
X1	2,016	Middle East	White	Diesel	Automatic	3	68,604	81,275	5,116	Low
5 Series	2,021	Asia	Blue	Electric	Automatic	4.9	39,997	63,523	7,940	High
i8	2,016	Asia	Black	Diesel	Manual	1.8	126,148	46,290	6,303	Low
5 Series	2,018	Asia	Silver	Electric	Manual	3.6	22,465	38,263	1,848	Low
X1	2,020	Europe	White	Electric	Automatic	4.7	196,745	46,377	8,566	High
X6	2,020	Middle East	Black	Electric	Manual	4.8	44,985	39,511	7,993	High
X1	2,019	Middle East	Black	Electric	Manual	4.5	100,144	69,284	3,248	Low
i3	2,014	Africa	Silver	Electric	Automatic	4.5	157,738	51,352	3,183	Low
X5	2,010	South America	Blue	Hybrid	Automatic	3.8	96,330	107,903	4,774	Low
M3	2,011	Europe	White	Electric	Manual	2.3	116,786	95,417	1,977	Low
M3	2,024	Middle East	Grey	Petrol	Automatic	4.1	34,453	106,878	2,825	Low
X1	2,013	Middle East	Grey	Petrol	Automatic	4.9	159,530	96,638	7,537	High
5 Series	2,014	Europe	Black	Petrol	Automatic	3.3	179,975	69,794	5,657	Low
3 Series	2,018	North America	White	Hybrid	Automatic	2.4	158,589	55,155	3,672	Low
X6	2,020	North America	Silver	Petrol	Manual	3.5	80,898	90,395	8,733	High
i3	2,024	South America	Grey	Diesel	Manual	3.9	180,904	89,848	5,153	Low
X3	2,010	Europe	Black	Hybrid	Automatic	2.2	44,455	44,462	9,823	High
5 Series	2,012	South America	Red	Diesel	Manual	4	145,337	112,104	9,939	High
X3	2,014	Africa	Blue	Electric	Manual	3.6	109,201	43,774	3,692	Low
i3	2,012	Africa	White	Electric	Automatic	3.6	133,425	39,143	3,236	Low
X6	2,013	Europe	Black	Hybrid	Automatic	2.6	145,365	60,014	1,566	Low
M5	2,024	North America	Blue	Hybrid	Automatic	2	105,482	106,440	254	Low
M3	2,023	Middle East	White	Electric	Manual	3.7	60,865	65,515	3,358	Low
X6	2,012	Europe	White	Hybrid	Automatic	3.6	162,965	100,336	3,855	Low
X6	2,013	North America	Silver	Electric	Automatic	2.7	138,600	94,346	4,431	Low
X5	2,023	Asia	Red	Electric	Manual	2.5	31,438	81,496	1,459	Low
X1	2,024	Africa	Blue	Petrol	Manual	2.7	1,671	39,663	575	Low
X5	2,022	South America	Red	Diesel	Automatic	3.2	166,482	82,185	2,541	Low
M3	2,022	Africa	White	Petrol	Manual	4.9	106,056	112,826	6,759	Low
M3	2,024	Asia	Red	Electric	Automatic	4.2	98,016	82,395	6,127	Low
M3	2,024	Asia	Blue	Petrol	Manual	4.5	116,622	78,084	5,972	Low
M3	2,010	South America	White	Hybrid	Automatic	3.3	165,224	98,589	409	Low
7 Series	2,021	Middle East	Grey	Hybrid	Automatic	3.3	87,814	35,534	9,341	High
3 Series	2,017	Asia	Silver	Electric	Automatic	2.2	114,900	53,010	1,654	Low
M5	2,013	Asia	Black	Hybrid	Manual	4	115,097	51,979	6,421	Low
i3	2,016	South America	Grey	Diesel	Manual	3	3,392	49,966	3,010	Low
5 Series	2,011	Europe	Red	Electric	Automatic	4.1	154,546	44,908	6,412	Low
M5	2,011	Middle East	Black	Diesel	Automatic	2.9	104,281	36,427	5,976	Low
X3	2,015	North America	Grey	Electric	Automatic	1.9	188,313	91,313	3,782	Low
i3	2,023	Africa	Silver	Petrol	Automatic	2.1	96,381	96,178	4,304	Low
X5	2,011	Africa	Black	Petrol	Manual	4.3	66,907	113,180	4,937	Low
i3	2,024	South America	Red	Petrol	Manual	2.4	100,872	53,959	8,613	High
3 Series	2,024	Europe	Blue	Petrol	Manual	2.4	168,089	85,381	6,093	Low
3 Series	2,015	Middle East	Silver	Hybrid	Manual	4.8	120,690	71,330	4,963	Low
X5	2,020	Middle East	Black	Petrol	Manual	3.8	126,412	57,122	8,676	High
X6	2,024	North America	Silver	Petrol	Automatic	1.9	26,116	113,273	1,346	Low
M3	2,011	North America	Grey	Hybrid	Automatic	2	77,364	33,606	7,431	High
X5	2,013	Africa	Grey	Diesel	Automatic	2.5	123,286	63,986	8,245	High
3 Series	2,016	Africa	Blue	Electric	Manual	3.6	115,931	78,833	7,190	High
7 Series	2,017	Middle East	Silver	Petrol	Automatic	4.1	108,228	111,428	5,253	Low
3 Series	2,024	Africa	Blue	Diesel	Manual	2.5	110,682	66,911	419	Low
M5	2,012	Africa	Black	Diesel	Manual	4.5	1,251	71,744	9,764	High
3 Series	2,023	Asia	White	Hybrid	Manual	1.9	140,260	51,104	9,092	High
7 Series	2,024	North America	Black	Electric	Manual	2.2	97,953	85,379	8,916	High
M3	2,022	Middle East	Grey	Diesel	Manual	4.9	10,317	99,303	9,475	High
X6	2,018	North America	Black	Diesel	Automatic	2	124,078	95,639	3,808	Low

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