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	2,012	South America	Red	Petrol	Automatic	4.6	28,459	86,677	2,556	Low
7 Series	2,012	North America	Grey	Electric	Manual	2.6	2,418	70,139	3,761	Low
M3	2,024	Africa	Black	Electric	Automatic	4.2	6,350	96,378	4,678	Low
X1	2,018	North America	Black	Diesel	Automatic	4.4	9,409	97,672	9,048	High
X3	2,022	Europe	Blue	Petrol	Manual	5	169,654	37,915	4,655	Low
M3	2,014	Africa	Silver	Petrol	Manual	4.1	175,134	70,412	5,597	Low
i8	2,023	Asia	Blue	Petrol	Automatic	3	34,464	32,120	9,141	High
M5	2,016	Asia	Red	Hybrid	Manual	2	160,736	101,415	5,377	Low
i3	2,014	Africa	Blue	Petrol	Automatic	1.7	176,116	37,957	4,105	Low
X1	2,015	North America	Red	Hybrid	Manual	4.6	10,461	93,801	636	Low
M3	2,017	Asia	Blue	Diesel	Automatic	3.1	7,265	103,834	1,851	Low
M5	2,024	Asia	Black	Petrol	Manual	4.1	168,174	62,963	2,018	Low
X1	2,017	Europe	Grey	Petrol	Manual	3.2	94,215	99,016	9,228	High
i3	2,011	Asia	Grey	Hybrid	Automatic	4.6	84,111	74,163	7,496	High
X5	2,020	Africa	Black	Electric	Manual	4.1	138,730	53,675	5,882	Low
X5	2,018	Middle East	Black	Electric	Manual	1.8	58,811	56,720	3,085	Low
3 Series	2,019	South America	Blue	Hybrid	Automatic	4.1	191,655	98,932	4,724	Low
7 Series	2,021	Asia	Blue	Petrol	Manual	2.4	71,072	79,731	2,571	Low
i8	2,021	North America	White	Hybrid	Manual	4.2	24,038	33,164	1,608	Low
5 Series	2,021	Europe	Black	Hybrid	Automatic	4.8	22,530	49,730	6,030	Low
X6	2,023	North America	Blue	Diesel	Automatic	4.8	186,380	83,857	2,314	Low
3 Series	2,015	North America	Blue	Petrol	Automatic	1.9	79,789	58,239	705	Low
X3	2,016	Middle East	White	Hybrid	Manual	1.7	54,476	82,519	1,549	Low
5 Series	2,012	Asia	Silver	Petrol	Manual	4.2	127,137	95,336	8,400	High
X6	2,013	Africa	White	Petrol	Manual	4	94,858	89,969	3,197	Low
i3	2,015	Europe	Blue	Electric	Manual	2.1	178,464	35,119	3,880	Low
X1	2,016	Asia	Silver	Hybrid	Manual	3.9	29,396	110,288	9,474	High
5 Series	2,015	Europe	Black	Diesel	Manual	1.6	212	117,708	4,147	Low
i8	2,014	Middle East	Silver	Petrol	Automatic	3.7	72,998	74,678	5,468	Low
i8	2,023	Asia	White	Hybrid	Manual	4.4	188,113	83,963	3,337	Low
X1	2,021	Middle East	Silver	Hybrid	Manual	3.7	72,138	100,582	7,709	High
i3	2,011	Europe	Silver	Diesel	Automatic	1.7	78,288	91,070	4,007	Low
7 Series	2,021	North America	White	Petrol	Automatic	5	880	74,342	8,385	High
i3	2,024	North America	Grey	Hybrid	Automatic	2.7	176,681	65,383	8,083	High
X1	2,024	Africa	Blue	Hybrid	Automatic	2.8	100,480	82,883	6,661	Low
7 Series	2,016	Middle East	Blue	Electric	Manual	1.8	21,826	57,394	8,978	High
3 Series	2,014	Asia	Grey	Diesel	Manual	2.1	137,156	30,202	9,776	High
X6	2,021	North America	Blue	Diesel	Manual	2.4	195,494	51,690	1,327	Low
X1	2,018	Asia	Red	Hybrid	Manual	4.3	52,703	93,605	3,597	Low
X1	2,022	Asia	Red	Electric	Manual	3.9	4,817	95,196	8,898	High
5 Series	2,020	South America	Grey	Petrol	Automatic	3.5	121,320	82,961	9,464	High
X5	2,013	Europe	Red	Electric	Automatic	4.5	112,749	74,974	7,010	High
5 Series	2,023	Asia	Blue	Hybrid	Automatic	5	45,493	51,795	625	Low
M5	2,019	Europe	Black	Diesel	Automatic	2.8	37,996	71,825	6,862	Low
X5	2,021	Africa	White	Petrol	Manual	2.9	52,199	31,698	6,218	Low
X1	2,011	North America	Silver	Petrol	Automatic	4.1	32,687	109,246	1,276	Low
3 Series	2,016	Europe	White	Hybrid	Manual	3.8	40,979	41,463	1,061	Low
M3	2,016	Middle East	Black	Electric	Automatic	1.5	33,415	36,954	2,382	Low
i8	2,010	North America	Blue	Electric	Manual	3.8	138,049	115,688	5,147	Low
X1	2,020	Europe	Red	Hybrid	Manual	4	20,595	56,645	704	Low
X5	2,023	Africa	Grey	Hybrid	Automatic	5	189,098	93,230	5,246	Low
X6	2,022	Africa	Red	Hybrid	Manual	3.6	191,313	65,620	6,601	Low
M5	2,014	Asia	Silver	Electric	Automatic	3.9	84,220	59,209	270	Low
X1	2,012	South America	Red	Diesel	Manual	4.3	41,161	68,665	8,452	High
i8	2,018	Middle East	Black	Diesel	Automatic	1.8	97,067	111,103	1,140	Low
7 Series	2,018	Middle East	Red	Diesel	Automatic	4.1	97,665	79,728	7,502	High
X3	2,016	North America	Blue	Petrol	Manual	3.4	112,751	113,362	8,555	High
X3	2,021	Europe	Blue	Electric	Automatic	1.9	61,217	32,199	9,516	High
X5	2,018	North America	Red	Electric	Manual	3.8	52,997	103,358	8,726	High
M5	2,021	Africa	Blue	Diesel	Manual	2.3	55,086	117,300	1,849	Low
5 Series	2,011	South America	Silver	Electric	Manual	3.4	157,234	37,225	4,891	Low
i8	2,020	Africa	Silver	Petrol	Manual	2.5	125,162	30,984	1,973	Low
i3	2,019	North America	White	Petrol	Automatic	1.9	156,180	75,960	5,235	Low
X5	2,017	Asia	Red	Hybrid	Manual	2.4	73,423	41,623	7,672	High
3 Series	2,019	South America	White	Hybrid	Manual	3	128,877	63,408	4,317	Low
i8	2,019	Europe	Black	Petrol	Manual	3.2	77,647	91,548	368	Low
M5	2,019	Europe	White	Diesel	Manual	2	159,932	60,654	7,456	High
X6	2,022	South America	Silver	Diesel	Manual	2.6	144,193	101,314	6,128	Low
i3	2,010	Africa	Grey	Hybrid	Automatic	4.5	167,951	67,105	5,500	Low
X1	2,012	Asia	Silver	Electric	Automatic	4.7	128,927	30,625	3,007	Low
X1	2,017	Europe	Silver	Petrol	Automatic	3.4	192,037	49,073	5,037	Low
3 Series	2,020	Middle East	Silver	Diesel	Automatic	3.2	77,042	49,638	5,475	Low
3 Series	2,017	South America	Red	Hybrid	Manual	3.5	131,510	88,291	5,482	Low
i3	2,023	South America	Black	Electric	Automatic	2.3	13,703	105,829	6,645	Low
M5	2,019	Middle East	Red	Hybrid	Manual	5	622	119,300	1,721	Low
i3	2,017	Asia	White	Electric	Automatic	4.1	51,902	111,737	6,243	Low
X6	2,020	South America	Red	Petrol	Automatic	2.3	179,994	41,757	3,085	Low
7 Series	2,024	Middle East	Silver	Hybrid	Automatic	2.5	93,699	37,621	291	Low
i8	2,021	South America	Blue	Petrol	Automatic	3.8	147,892	100,291	1,170	Low
M5	2,020	South America	Silver	Hybrid	Manual	2.6	92,831	51,582	5,038	Low
i8	2,016	Europe	Black	Electric	Automatic	2.7	82,772	31,489	6,361	Low
M5	2,011	Africa	Red	Electric	Automatic	4.2	140,045	64,076	8,572	High
3 Series	2,012	North America	Black	Hybrid	Automatic	2.4	139,377	88,984	7,790	High
i3	2,018	North America	Red	Petrol	Manual	4	41,586	41,006	2,416	Low
X1	2,011	South America	Blue	Petrol	Manual	4.8	84,804	78,693	3,385	Low
i8	2,022	Europe	Red	Petrol	Manual	1.9	140,759	82,072	9,140	High
M3	2,016	Africa	Silver	Petrol	Automatic	2	147,037	41,471	4,433	Low
X5	2,010	Middle East	Silver	Electric	Manual	4.8	147,683	45,556	9,866	High
X1	2,012	Europe	Red	Hybrid	Automatic	2.2	66,388	97,949	7,769	High
i3	2,022	South America	White	Petrol	Automatic	1.6	8,983	63,846	7,669	High
M5	2,023	Middle East	Black	Petrol	Automatic	4.5	2,134	80,587	1,487	Low
X3	2,010	North America	Red	Electric	Automatic	2.5	111,391	49,103	248	Low
M5	2,015	North America	Blue	Petrol	Automatic	2.5	150,745	112,693	1,435	Low
M5	2,013	Europe	Silver	Petrol	Manual	2.3	92,217	54,512	6,132	Low
3 Series	2,010	Asia	Blue	Electric	Automatic	4.7	90,849	89,059	7,782	High
M5	2,014	South America	White	Electric	Manual	4.2	156,289	62,554	7,915	High
i8	2,023	Middle East	Silver	Electric	Manual	3.6	153,614	91,639	4,263	Low
3 Series	2,013	North America	Silver	Hybrid	Manual	3.1	90,816	95,812	7,079	High
M3	2,023	Europe	Black	Electric	Automatic	2	172,462	32,281	3,787	Low
X1	2,020	South America	Silver	Electric	Automatic	4.7	62,036	36,733	9,845	High

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