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
X1	2,014	South America	Red	Electric	Manual	1.8	32,663	48,008	6,104	Low
5 Series	2,017	South America	White	Petrol	Automatic	3.2	49,899	118,807	7,523	High
7 Series	2,014	Africa	White	Electric	Manual	5	101,037	35,125	4,433	Low
3 Series	2,017	Europe	Black	Diesel	Manual	1.8	171,109	57,514	785	Low
7 Series	2,024	South America	Blue	Electric	Manual	3.3	183,187	100,011	8,193	High
X1	2,019	Asia	Silver	Hybrid	Manual	2.5	172,659	115,978	4,200	Low
X1	2,010	Asia	Grey	Hybrid	Automatic	3.4	86,731	35,492	1,580	Low
X1	2,021	Asia	Red	Hybrid	Manual	3.5	82,107	84,529	6,643	Low
i3	2,024	Asia	Red	Hybrid	Manual	3.5	40,470	114,654	1,803	Low
5 Series	2,019	Asia	Grey	Hybrid	Manual	4.5	56,086	93,178	6,217	Low
M3	2,018	South America	Grey	Hybrid	Manual	2.9	138,824	63,381	1,145	Low
X5	2,015	Europe	Grey	Electric	Automatic	3.3	33,597	34,809	6,000	Low
M3	2,012	Africa	Red	Petrol	Manual	1.5	70,787	108,417	2,123	Low
X5	2,022	South America	White	Hybrid	Automatic	4.3	149,212	55,723	5,093	Low
X3	2,023	Middle East	Grey	Petrol	Manual	2.4	115,866	72,924	1,951	Low
X1	2,017	Europe	Black	Diesel	Manual	4.4	51,164	50,047	4,152	Low
5 Series	2,018	North America	Blue	Petrol	Automatic	2.4	153,921	56,066	9,354	High
X1	2,015	Europe	Black	Hybrid	Automatic	1.5	146,941	88,974	6,746	Low
5 Series	2,020	South America	Grey	Electric	Automatic	2	192,198	64,553	4,760	Low
M5	2,016	Africa	White	Petrol	Automatic	4.9	52,536	50,304	1,750	Low
X6	2,010	South America	Red	Diesel	Automatic	2.6	114,730	54,215	5,854	Low
3 Series	2,023	Europe	Silver	Electric	Manual	1.9	171,951	70,456	7,797	High
X1	2,014	Africa	Blue	Petrol	Manual	1.9	15,785	119,783	648	Low
5 Series	2,014	Middle East	White	Electric	Automatic	2.6	47,086	98,781	7,754	High
X1	2,019	Europe	Red	Petrol	Manual	1.6	64,225	96,389	1,299	Low
i8	2,023	Africa	White	Petrol	Automatic	3.3	163,278	92,621	6,973	Low
5 Series	2,013	Africa	White	Petrol	Automatic	2.2	138,090	108,524	5,204	Low
X6	2,015	Europe	Silver	Diesel	Manual	3.3	190,025	64,310	7,725	High
i3	2,016	South America	Grey	Hybrid	Automatic	2	14,626	56,254	3,675	Low
i8	2,018	Asia	Black	Diesel	Manual	3	163,239	97,476	7,652	High
5 Series	2,010	Africa	White	Diesel	Manual	3.6	175,955	73,328	284	Low
X1	2,024	Africa	Red	Petrol	Manual	1.7	57,631	88,698	5,292	Low
M3	2,015	North America	Grey	Petrol	Manual	2.9	118,995	51,228	5,790	Low
i3	2,016	Asia	Grey	Petrol	Manual	2.6	159,108	65,343	6,280	Low
7 Series	2,012	North America	Grey	Petrol	Manual	2.3	171,676	83,665	4,721	Low
7 Series	2,017	Asia	Red	Diesel	Manual	3.6	184,538	98,559	8,896	High
X1	2,024	North America	Grey	Electric	Automatic	3.6	115,033	67,578	2,661	Low
3 Series	2,014	Asia	Red	Diesel	Automatic	3.7	173,066	117,304	6,502	Low
7 Series	2,024	Africa	Blue	Petrol	Automatic	2.1	30,331	116,147	6,421	Low
3 Series	2,018	Europe	White	Petrol	Automatic	2.5	70,251	94,827	2,430	Low
M3	2,014	South America	Black	Petrol	Automatic	2.2	62,099	95,813	1,672	Low
i8	2,018	Middle East	Black	Petrol	Automatic	3.4	59,434	54,069	8,000	High
i3	2,019	North America	Grey	Diesel	Manual	3.1	156,844	46,395	2,256	Low
M5	2,013	South America	Grey	Diesel	Manual	2.7	76,142	80,935	8,659	High
3 Series	2,018	North America	Red	Diesel	Manual	4.3	157,505	87,568	5,348	Low
3 Series	2,014	Europe	White	Diesel	Automatic	1.8	3,261	53,415	9,870	High
X3	2,019	North America	Silver	Petrol	Automatic	4.9	2,742	43,695	4,991	Low
i8	2,018	Middle East	Silver	Diesel	Manual	1.9	79,450	81,393	7,854	High
7 Series	2,012	North America	Silver	Diesel	Manual	4.2	69,029	65,307	7,418	High
5 Series	2,024	North America	Blue	Hybrid	Automatic	2.8	96,211	76,633	9,665	High
i8	2,013	South America	White	Petrol	Manual	4.5	38,877	45,364	2,834	Low
i3	2,018	Europe	White	Hybrid	Manual	1.8	194,753	119,630	7,963	High
7 Series	2,019	North America	Silver	Hybrid	Manual	2.8	109,344	118,316	2,865	Low
i8	2,020	South America	Blue	Electric	Manual	2.7	137,994	114,207	7,761	High
X3	2,015	Middle East	Silver	Diesel	Automatic	5	85,927	56,637	9,674	High
X5	2,011	North America	Black	Petrol	Automatic	4.9	18,263	66,403	6,690	Low
X1	2,016	Europe	Silver	Electric	Manual	2.2	53,416	76,980	9,507	High
i3	2,011	North America	Black	Electric	Automatic	3.7	197,508	106,565	7,134	High
5 Series	2,020	Africa	White	Electric	Automatic	3.4	181,123	93,259	4,218	Low
i8	2,011	Asia	Silver	Electric	Automatic	2	85,210	102,434	8,137	High
i8	2,020	South America	Black	Electric	Automatic	2.1	106,217	63,212	9,007	High
X3	2,010	Africa	Red	Diesel	Manual	5	105,411	37,003	7,439	High
X6	2,020	Asia	Black	Electric	Automatic	3.1	182,772	106,482	543	Low
i3	2,020	Middle East	Grey	Electric	Automatic	1.9	177,164	42,661	4,350	Low
3 Series	2,021	North America	Silver	Petrol	Automatic	2.3	166,154	41,627	2,658	Low
X5	2,020	Africa	Grey	Hybrid	Automatic	2.4	15,819	49,962	4,641	Low
M5	2,012	Asia	Silver	Electric	Automatic	3.3	155,661	64,393	7,010	High
M3	2,015	Africa	White	Electric	Manual	2.7	194,540	62,137	6,232	Low
M5	2,017	Europe	Black	Hybrid	Automatic	3.1	34,041	51,918	2,449	Low
5 Series	2,018	Middle East	Black	Electric	Manual	2.1	82,339	98,655	7,213	High
5 Series	2,016	Middle East	Blue	Petrol	Manual	2.6	169,356	112,278	4,848	Low
3 Series	2,013	Middle East	White	Hybrid	Automatic	1.7	38,164	66,400	2,168	Low
X6	2,015	North America	Blue	Electric	Automatic	4.6	24,520	75,672	2,649	Low
i3	2,014	Asia	Blue	Hybrid	Automatic	2.2	36,192	88,958	1,254	Low
X6	2,017	Africa	Grey	Hybrid	Automatic	4.1	3,179	75,475	4,786	Low
7 Series	2,010	Africa	Silver	Petrol	Automatic	2.7	63,679	67,971	615	Low
X5	2,010	Europe	Grey	Electric	Automatic	3.2	101,302	67,107	6,834	Low
M3	2,022	South America	Red	Petrol	Automatic	2.5	7,248	50,328	3,627	Low
X3	2,024	Middle East	Silver	Petrol	Manual	3.9	13,146	35,537	9,843	High
7 Series	2,020	North America	Blue	Hybrid	Manual	4.5	161,216	75,899	964	Low
i8	2,015	North America	Silver	Hybrid	Manual	2.5	61,874	62,263	6,899	Low
i8	2,019	South America	Red	Electric	Automatic	2.3	57,540	59,731	2,806	Low
M3	2,021	North America	Grey	Diesel	Automatic	3.9	161,816	114,637	1,462	Low
X3	2,011	Europe	Red	Petrol	Manual	2.2	166,680	31,176	9,619	High
M3	2,014	Middle East	Blue	Hybrid	Automatic	3.7	194,699	102,909	3,942	Low
M3	2,010	North America	Blue	Electric	Automatic	1.8	130,058	117,584	1,392	Low
X5	2,016	Asia	Blue	Hybrid	Automatic	3.7	131,677	69,377	6,668	Low
M3	2,010	Middle East	Blue	Petrol	Manual	3.3	1,327	71,243	6,240	Low
M5	2,013	Europe	White	Electric	Automatic	1.9	34,778	82,154	5,736	Low
3 Series	2,018	Middle East	Red	Petrol	Manual	3.8	152,912	115,470	7,658	High
3 Series	2,010	North America	Silver	Petrol	Automatic	3.1	117,725	85,383	9,869	High
5 Series	2,013	Europe	Grey	Diesel	Manual	2.3	81,282	51,015	3,506	Low
i8	2,015	North America	Blue	Hybrid	Manual	2.7	12,192	66,367	8,191	High
i3	2,015	Africa	Grey	Petrol	Manual	3.2	4,936	48,866	4,978	Low
X5	2,021	Middle East	Blue	Diesel	Automatic	1.8	26,112	83,374	862	Low
X5	2,024	North America	Red	Diesel	Manual	4.9	197,189	89,589	4,132	Low
i3	2,022	Europe	Blue	Hybrid	Automatic	3.8	138,465	40,920	6,518	Low
X3	2,017	Africa	Grey	Petrol	Manual	1.9	99,972	110,878	6,210	Low
3 Series	2,010	Europe	Black	Hybrid	Automatic	4.4	16,898	99,833	7,751	High
5 Series	2,016	North America	White	Electric	Automatic	2.6	57,945	45,830	708	Low

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