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	2,017	Africa	Grey	Electric	Manual	3.7	145,666	62,269	473	Low
M5	2,010	South America	Black	Petrol	Manual	4.6	48,501	65,627	6,647	Low
5 Series	2,020	South America	Red	Hybrid	Manual	2.4	92,737	102,706	2,110	Low
M3	2,023	Middle East	Blue	Petrol	Automatic	2.2	92,805	85,961	7,019	High
M3	2,011	South America	Grey	Electric	Automatic	2.1	83,349	42,627	3,533	Low
X1	2,020	Asia	Silver	Diesel	Automatic	2.8	57,838	91,415	6,939	Low
X6	2,021	Africa	Silver	Electric	Manual	3.8	30,530	77,354	343	Low
M5	2,016	Middle East	Red	Electric	Manual	3.9	51,272	77,392	3,678	Low
X3	2,010	North America	Blue	Petrol	Manual	2.2	39,188	95,006	3,417	Low
i8	2,021	Asia	White	Diesel	Automatic	2	103,844	89,339	3,020	Low
3 Series	2,013	Europe	White	Hybrid	Manual	3.1	131,232	80,252	1,953	Low
X1	2,018	Europe	Black	Electric	Automatic	2	32,371	113,254	7,768	High
7 Series	2,017	Middle East	Silver	Electric	Manual	4.3	110,336	87,094	1,994	Low
M5	2,024	Europe	Blue	Hybrid	Manual	1.8	17,017	94,178	6,776	Low
5 Series	2,020	North America	White	Petrol	Automatic	4.1	81,260	92,165	5,582	Low
X6	2,023	North America	Grey	Diesel	Manual	1.6	76,102	59,956	7,076	High
3 Series	2,022	Middle East	Blue	Diesel	Manual	4.3	85,924	41,202	1,451	Low
X5	2,017	North America	Red	Electric	Manual	3.7	28,211	118,999	3,452	Low
7 Series	2,021	Europe	Grey	Diesel	Automatic	2.6	120,296	88,201	3,398	Low
5 Series	2,012	South America	Blue	Petrol	Manual	2.9	52,171	49,913	8,745	High
X6	2,014	South America	Red	Electric	Manual	3.9	115,871	35,339	1,591	Low
M5	2,024	South America	Grey	Hybrid	Automatic	2.1	155,546	35,458	3,319	Low
7 Series	2,013	Asia	Red	Petrol	Automatic	4.6	56,105	83,680	8,206	High
i3	2,020	Europe	Silver	Petrol	Automatic	3.2	89,837	115,554	6,278	Low
i8	2,021	North America	White	Petrol	Manual	4.2	180,659	100,475	6,116	Low
X3	2,017	Europe	Black	Hybrid	Automatic	3.3	18,972	37,001	6,659	Low
5 Series	2,020	North America	White	Electric	Automatic	3.1	4,909	89,507	4,561	Low
i3	2,016	Africa	Black	Petrol	Manual	3.1	31,809	64,680	3,080	Low
X3	2,023	Asia	White	Electric	Manual	2.8	22,317	86,419	5,225	Low
X3	2,016	Europe	White	Petrol	Manual	4.1	107,986	94,838	9,229	High
M5	2,019	Asia	Black	Petrol	Manual	4.5	57,240	115,259	2,960	Low
M5	2,019	Middle East	Grey	Hybrid	Manual	4.5	64,610	81,178	6,481	Low
M5	2,016	South America	Black	Petrol	Manual	1.9	150,464	30,430	3,373	Low
7 Series	2,010	North America	Blue	Electric	Automatic	4.2	20,408	48,438	9,681	High
5 Series	2,022	South America	Red	Electric	Automatic	2.2	176,667	44,869	4,698	Low
3 Series	2,024	Asia	Silver	Diesel	Automatic	1.5	156,049	54,493	9,771	High
3 Series	2,016	Asia	Grey	Hybrid	Manual	2.5	124,606	83,749	6,742	Low
M5	2,013	Africa	Blue	Hybrid	Automatic	2.5	14,225	37,983	2,377	Low
7 Series	2,021	North America	Red	Electric	Automatic	4.3	179,122	74,811	264	Low
X5	2,012	Asia	Grey	Hybrid	Manual	4.1	188,907	59,657	523	Low
M3	2,022	Africa	White	Electric	Manual	1.8	63,983	72,743	1,791	Low
M5	2,021	South America	Red	Hybrid	Manual	2.6	84,053	83,689	3,075	Low
X1	2,022	North America	Red	Electric	Manual	2.4	46,236	36,664	8,766	High
X5	2,024	North America	Silver	Electric	Manual	3.6	112,915	119,416	6,146	Low
X3	2,014	Africa	Blue	Petrol	Manual	3.4	182,721	65,483	1,199	Low
3 Series	2,011	Middle East	Red	Hybrid	Manual	3.9	168,621	89,312	6,500	Low
M3	2,017	Asia	Black	Electric	Automatic	4.7	24,850	76,559	554	Low
5 Series	2,021	Europe	Red	Diesel	Manual	3	141,958	57,211	2,630	Low
5 Series	2,021	Asia	Grey	Electric	Automatic	3.8	124,585	72,820	9,975	High
X3	2,018	Middle East	Silver	Hybrid	Automatic	4.7	195,360	88,508	2,364	Low
X6	2,014	Asia	Grey	Electric	Manual	3.4	86,122	114,063	6,365	Low
i3	2,012	Asia	White	Diesel	Automatic	2.6	66,771	40,518	3,146	Low
X1	2,019	Africa	Silver	Petrol	Automatic	2.9	122,492	97,083	8,313	High
3 Series	2,016	Asia	Grey	Hybrid	Manual	4.1	54,189	36,728	7,339	High
X1	2,010	Asia	Black	Petrol	Automatic	4	52,984	74,778	4,140	Low
X3	2,019	Asia	Blue	Hybrid	Automatic	4.1	83,331	82,000	2,737	Low
X3	2,012	Europe	Silver	Hybrid	Manual	4.1	18,702	82,159	1,409	Low
M5	2,018	Asia	Black	Electric	Automatic	4.7	74,282	45,603	3,573	Low
M5	2,011	Europe	Red	Petrol	Automatic	4.2	175,389	108,748	7,817	High
3 Series	2,020	Europe	Silver	Electric	Automatic	4.5	107,302	103,252	8,464	High
M3	2,023	Europe	Blue	Petrol	Manual	3.5	195,882	76,081	8,344	High
7 Series	2,018	Europe	Black	Electric	Manual	3.8	4,109	47,690	6,425	Low
X1	2,020	North America	Silver	Diesel	Automatic	4.9	69,317	40,204	8,070	High
X3	2,010	Europe	Red	Hybrid	Automatic	4.5	43,605	31,181	7,260	High
X6	2,013	Europe	Grey	Electric	Automatic	4.2	32,619	94,664	7,067	High
i3	2,021	Africa	Red	Hybrid	Manual	3.9	111,377	93,540	6,181	Low
X1	2,019	Asia	Silver	Petrol	Manual	2.8	152,574	61,705	9,435	High
5 Series	2,022	South America	Silver	Petrol	Automatic	3.4	19,757	104,650	6,783	Low
M5	2,015	Africa	Silver	Electric	Manual	1.7	46,414	96,140	869	Low
3 Series	2,024	South America	Blue	Petrol	Automatic	3	160,788	69,081	8,877	High
X5	2,022	North America	Grey	Petrol	Manual	1.9	59,107	85,796	5,673	Low
3 Series	2,016	Middle East	White	Petrol	Manual	4.1	45,244	72,175	2,189	Low
i3	2,024	Africa	Black	Electric	Manual	4.6	5,322	39,314	7,485	High
X5	2,024	Middle East	Black	Electric	Automatic	2.1	11,102	82,925	7,037	High
i8	2,012	North America	White	Petrol	Automatic	2.4	18,840	33,147	8,407	High
5 Series	2,018	South America	Blue	Hybrid	Manual	4.5	76,274	84,983	8,117	High
i3	2,013	Africa	Black	Petrol	Automatic	3.6	95,960	59,011	8,196	High
M3	2,014	Europe	Blue	Diesel	Manual	3.6	39,376	75,120	2,827	Low
M3	2,017	South America	Red	Petrol	Manual	3.5	6,726	37,009	6,332	Low
i8	2,024	Europe	Black	Electric	Automatic	2.3	75,551	47,451	4,187	Low
i3	2,021	South America	Silver	Hybrid	Automatic	2.4	18,863	49,418	126	Low
5 Series	2,024	Middle East	Silver	Hybrid	Automatic	4.8	6,250	84,474	2,840	Low
i8	2,023	Europe	Black	Petrol	Manual	4	126,424	115,686	9,223	High
3 Series	2,012	Europe	Red	Petrol	Manual	1.8	190,417	62,613	1,237	Low
7 Series	2,017	Asia	White	Diesel	Manual	2.3	139,298	70,242	4,222	Low
M3	2,023	Africa	Silver	Hybrid	Automatic	3.7	124,505	37,177	2,477	Low
i8	2,023	Europe	Silver	Electric	Manual	2.5	97,483	100,589	4,485	Low
M3	2,020	Asia	Silver	Petrol	Manual	2.4	131,569	42,354	5,867	Low
i3	2,010	Middle East	Blue	Electric	Automatic	2.2	101,350	70,092	2,539	Low
3 Series	2,017	Africa	Black	Petrol	Manual	2.2	74,573	110,190	5,675	Low
X5	2,023	North America	Red	Hybrid	Automatic	3.6	177,415	76,267	2,703	Low
X5	2,022	Europe	Grey	Diesel	Automatic	4.7	87,085	102,522	4,041	Low
X6	2,024	Middle East	Black	Hybrid	Automatic	2.8	63,884	51,189	7,260	High
7 Series	2,020	North America	Red	Petrol	Automatic	1.9	12,576	65,141	7,115	High
X1	2,020	Europe	Black	Diesel	Manual	1.9	107,252	115,678	5,732	Low
i8	2,024	Asia	Grey	Petrol	Automatic	4.8	52,480	104,187	3,241	Low
7 Series	2,021	Asia	Black	Electric	Automatic	3.4	172,098	93,947	7,498	High
X5	2,019	South America	Black	Electric	Automatic	3.1	149,360	79,218	4,920	Low
X5	2,017	Europe	Grey	Petrol	Manual	4.6	76,879	56,354	690	Low
M5	2,015	Asia	Red	Electric	Manual	3.3	83,377	45,240	5,629	Low

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