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
X5	2,022	South America	White	Hybrid	Manual	2.8	182,493	32,945	2,596	Low
5 Series	2,021	North America	Grey	Diesel	Manual	4.2	154,517	76,478	2,889	Low
M5	2,020	South America	Blue	Hybrid	Automatic	1.9	162,951	105,144	6,267	Low
i8	2,017	Middle East	White	Electric	Automatic	3.9	139,758	87,659	4,798	Low
X3	2,010	Middle East	Black	Hybrid	Manual	4.6	97,465	82,925	2,689	Low
X3	2,024	Europe	Red	Diesel	Manual	2.1	118,018	71,108	1,824	Low
7 Series	2,010	Europe	Red	Hybrid	Manual	4.5	89,941	114,032	2,453	Low
i8	2,013	North America	Blue	Electric	Manual	1.7	124,645	56,515	9,167	High
X1	2,016	Europe	Grey	Electric	Manual	3.8	192,277	86,665	848	Low
M5	2,018	Europe	Silver	Petrol	Manual	4.3	87,664	85,496	6,766	Low
M3	2,014	Middle East	Grey	Petrol	Manual	3.1	22,176	35,967	200	Low
M3	2,011	Middle East	Red	Electric	Automatic	2.2	194,756	59,234	9,891	High
3 Series	2,021	Middle East	Black	Hybrid	Manual	4.7	167,539	85,769	8,387	High
i8	2,016	South America	Blue	Petrol	Automatic	1.6	108,321	60,332	3,621	Low
M5	2,020	North America	Grey	Hybrid	Manual	3.4	36,189	31,927	4,842	Low
X3	2,011	Asia	Blue	Diesel	Manual	2.8	104,636	89,721	723	Low
X5	2,018	Europe	Grey	Electric	Manual	3.1	35,394	70,494	6,649	Low
M3	2,018	North America	White	Electric	Automatic	3.4	100,655	98,849	5,148	Low
M5	2,012	North America	Red	Electric	Manual	3.4	133,626	117,442	297	Low
i3	2,022	Africa	Blue	Electric	Automatic	2.2	141,056	68,039	8,285	High
X6	2,017	North America	Grey	Petrol	Manual	3.9	34,709	36,924	4,160	Low
3 Series	2,020	North America	Black	Electric	Automatic	1.6	95,097	60,317	8,441	High
X6	2,013	North America	Grey	Electric	Manual	1.6	55,389	50,221	4,402	Low
X6	2,012	Europe	Red	Hybrid	Manual	3.2	66,729	42,587	9,003	High
M5	2,010	Africa	Blue	Electric	Manual	3.4	9,247	60,086	2,332	Low
X5	2,014	Asia	Grey	Diesel	Manual	2.5	149,477	103,443	2,562	Low
X5	2,022	Europe	Black	Hybrid	Automatic	3.4	46,058	34,187	9,443	High
3 Series	2,023	Asia	Black	Petrol	Manual	3.3	44,149	94,355	4,427	Low
i8	2,020	North America	Silver	Hybrid	Automatic	2.7	7,073	111,678	8,152	High
3 Series	2,013	Africa	Blue	Petrol	Manual	3.8	137,098	52,114	4,034	Low
M3	2,010	South America	Blue	Petrol	Manual	4.9	133,357	37,563	4,421	Low
X6	2,019	South America	Blue	Diesel	Automatic	3.2	181,895	44,875	7,342	High
X3	2,017	North America	White	Diesel	Automatic	4.3	74,190	64,270	9,326	High
i3	2,017	Asia	Black	Petrol	Automatic	2.4	119,845	60,265	6,397	Low
M3	2,022	Europe	Black	Hybrid	Manual	4.2	132,285	104,270	2,876	Low
5 Series	2,017	Middle East	Grey	Electric	Automatic	3.8	105,201	59,515	1,131	Low
X3	2,012	Asia	White	Diesel	Manual	3.7	57,200	106,112	6,784	Low
3 Series	2,015	North America	Black	Petrol	Automatic	4.6	166,300	105,139	3,020	Low
X1	2,021	Europe	Silver	Petrol	Manual	2.3	178,120	108,649	5,979	Low
X1	2,021	South America	White	Hybrid	Manual	2.8	69,907	95,226	7,203	High
X1	2,016	Asia	Red	Petrol	Automatic	1.8	164,140	83,433	1,187	Low
X1	2,018	Africa	Blue	Petrol	Automatic	4	137,596	68,631	3,803	Low
X1	2,014	Middle East	Red	Electric	Automatic	4.5	181,865	118,278	9,894	High
X6	2,018	Europe	Red	Diesel	Automatic	2.9	28,223	33,917	1,797	Low
i3	2,015	Europe	Red	Diesel	Manual	2.7	185,930	109,829	9,366	High
X1	2,019	South America	Black	Petrol	Automatic	3.8	130,167	109,999	6,016	Low
7 Series	2,019	Europe	Silver	Diesel	Automatic	1.8	139,489	87,640	8,404	High
M3	2,019	Africa	Red	Electric	Manual	2.5	117,790	79,257	4,539	Low
M3	2,013	Asia	Red	Diesel	Manual	2.8	132,956	58,003	5,940	Low
X5	2,022	Europe	Red	Petrol	Manual	3.3	48,152	85,326	2,402	Low
X5	2,010	Asia	Silver	Petrol	Automatic	3.2	133,623	50,843	2,792	Low
3 Series	2,010	Asia	Red	Electric	Automatic	2.2	148,170	105,283	5,494	Low
i3	2,023	Africa	Black	Diesel	Manual	3.4	170,497	64,120	5,387	Low
i3	2,019	Asia	Grey	Hybrid	Automatic	4.7	172,584	51,863	743	Low
3 Series	2,014	Asia	Red	Hybrid	Manual	1.6	182,401	99,203	7,635	High
5 Series	2,022	Middle East	Red	Diesel	Manual	3.9	29,285	79,788	8,039	High
i8	2,023	Middle East	White	Electric	Automatic	3.7	125,108	41,555	2,035	Low
X3	2,012	Europe	Black	Electric	Manual	4.7	177,601	89,712	1,139	Low
X3	2,014	Europe	White	Hybrid	Manual	3.8	184,007	34,394	366	Low
M3	2,014	Middle East	Silver	Electric	Manual	3.7	129,246	112,250	3,908	Low
i8	2,010	Africa	Red	Diesel	Manual	4.2	125,045	53,419	394	Low
7 Series	2,023	South America	White	Electric	Automatic	2.4	134,936	82,930	4,737	Low
X3	2,017	Europe	Blue	Electric	Automatic	3.6	10,213	108,127	9,384	High
X1	2,014	Middle East	Silver	Diesel	Automatic	3.3	83,033	100,597	1,389	Low
i3	2,014	Asia	Black	Hybrid	Automatic	3	89,453	66,424	556	Low
i8	2,018	South America	White	Petrol	Manual	1.8	51,604	57,249	8,247	High
i8	2,017	South America	Grey	Electric	Manual	2.5	69,334	61,315	8,752	High
7 Series	2,022	Middle East	Red	Petrol	Manual	2.5	92,003	80,514	4,002	Low
M3	2,010	Asia	Black	Diesel	Automatic	4	56,627	41,225	2,845	Low
i3	2,012	South America	Blue	Petrol	Automatic	4.7	89,147	35,005	1,203	Low
M3	2,021	North America	Blue	Diesel	Automatic	2.3	157,231	72,391	4,405	Low
X5	2,016	Middle East	Silver	Electric	Automatic	1.8	122,743	31,346	1,931	Low
3 Series	2,010	Europe	Silver	Electric	Manual	5	79,196	34,955	6,728	Low
3 Series	2,010	Europe	Grey	Hybrid	Manual	3.9	40,986	54,550	7,338	High
X6	2,014	Middle East	White	Petrol	Automatic	4.6	175,643	86,768	6,291	Low
5 Series	2,018	South America	Blue	Diesel	Manual	2	181,133	68,600	3,068	Low
5 Series	2,015	Africa	White	Electric	Automatic	4.3	93,197	78,478	6,224	Low
X6	2,019	Europe	White	Petrol	Manual	4.3	46,327	57,037	5,157	Low
5 Series	2,011	Africa	Red	Petrol	Automatic	2	7,485	52,039	2,052	Low
M5	2,020	South America	Blue	Petrol	Manual	2.1	88,231	95,957	3,440	Low
X5	2,018	Europe	Black	Electric	Automatic	2.5	176,374	85,194	4,010	Low
X3	2,015	South America	Red	Petrol	Automatic	2.3	102,662	70,022	419	Low
i3	2,014	Africa	Silver	Electric	Manual	4.9	101,459	50,385	541	Low
X5	2,014	Europe	Black	Diesel	Manual	2.8	91,819	106,981	7,089	High
X1	2,024	Europe	White	Electric	Automatic	4.2	145,658	30,236	2,088	Low
M5	2,021	Europe	Blue	Hybrid	Automatic	4.3	126,281	72,811	5,262	Low
3 Series	2,012	South America	White	Electric	Automatic	2.9	129,893	83,367	1,769	Low
5 Series	2,023	Asia	White	Petrol	Automatic	3.9	171,004	116,746	5,335	Low
X3	2,015	Africa	White	Diesel	Manual	1.9	3,980	78,628	2,019	Low
X6	2,024	North America	Blue	Diesel	Manual	2.9	64,076	49,450	8,452	High
7 Series	2,024	Middle East	Black	Diesel	Manual	4.9	103,111	55,477	5,988	Low
7 Series	2,022	Asia	White	Diesel	Automatic	2.1	136,542	48,561	6,419	Low
X3	2,013	Africa	Red	Electric	Manual	2.8	8,080	85,109	528	Low
X1	2,022	South America	Grey	Petrol	Automatic	4.3	32,367	110,842	7,562	High
i3	2,021	North America	White	Electric	Manual	3.8	63,253	111,792	9,394	High
X1	2,019	Middle East	Blue	Electric	Automatic	3.7	184,913	95,890	3,683	Low
M5	2,023	North America	Grey	Diesel	Manual	4.5	5,764	104,505	2,337	Low
X3	2,024	Europe	White	Diesel	Automatic	1.6	76,240	105,956	9,713	High
3 Series	2,011	North America	Silver	Hybrid	Automatic	4.2	80,197	91,587	7,780	High
i8	2,022	North America	White	Hybrid	Manual	4.6	171,640	41,794	8,457	High

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