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
i8	2,018	Asia	Grey	Hybrid	Automatic	3.5	134,225	94,058	9,576	High
7 Series	2,013	Asia	White	Electric	Manual	2.7	144,882	80,781	8,816	High
X6	2,015	Asia	Grey	Petrol	Manual	1.5	664	49,540	6,542	Low
5 Series	2,017	Middle East	Black	Electric	Automatic	2.2	179,560	106,794	9,146	High
i3	2,018	North America	Grey	Petrol	Automatic	2.9	80,141	55,544	783	Low
X1	2,012	South America	Blue	Electric	Automatic	2.2	197,076	109,596	9,457	High
X1	2,011	Middle East	Blue	Electric	Automatic	3.5	69,898	92,285	7,539	High
X1	2,015	Asia	Red	Diesel	Automatic	4	169,646	51,087	6,410	Low
X5	2,013	South America	Grey	Petrol	Automatic	4.5	112,922	76,499	9,741	High
i8	2,010	North America	Grey	Electric	Automatic	3.8	26,627	69,451	755	Low
X6	2,017	South America	Grey	Diesel	Manual	3.9	52,146	107,647	617	Low
i8	2,018	Asia	Grey	Diesel	Automatic	3.6	43,624	97,275	1,132	Low
7 Series	2,023	Middle East	Red	Hybrid	Manual	4.9	194,849	33,359	3,199	Low
X1	2,018	South America	Black	Petrol	Manual	2.4	118,183	98,275	2,085	Low
5 Series	2,011	North America	Grey	Petrol	Automatic	2.4	110,662	86,080	5,856	Low
M5	2,018	Asia	Red	Petrol	Automatic	1.9	75,025	30,009	7,886	High
X6	2,016	Middle East	Grey	Electric	Automatic	3.2	79,355	71,457	2,526	Low
X6	2,014	South America	White	Hybrid	Automatic	1.8	32,721	34,266	3,275	Low
3 Series	2,016	North America	White	Diesel	Automatic	2.4	56,462	82,279	1,534	Low
M5	2,022	South America	Silver	Diesel	Manual	3.2	169,546	46,348	7,986	High
i8	2,018	Asia	Red	Diesel	Manual	4.9	120,971	52,905	8,204	High
X1	2,017	Africa	Silver	Diesel	Automatic	4.9	56,098	77,678	4,697	Low
3 Series	2,015	Asia	Blue	Hybrid	Automatic	4.1	25,123	119,898	5,717	Low
7 Series	2,022	North America	Blue	Hybrid	Manual	2.9	197,364	89,911	6,416	Low
3 Series	2,013	Africa	Blue	Electric	Manual	4.5	70,897	86,748	3,440	Low
M3	2,022	Africa	Grey	Petrol	Manual	4.6	121,227	119,429	3,942	Low
i8	2,024	Middle East	Silver	Diesel	Manual	4.7	136,335	67,344	8,148	High
7 Series	2,010	North America	White	Diesel	Automatic	3.7	127,995	37,751	8,558	High
i3	2,015	South America	Silver	Electric	Manual	2.2	94,379	73,654	2,166	Low
M3	2,012	North America	Red	Electric	Manual	1.8	165,163	82,958	1,113	Low
i3	2,015	Middle East	Blue	Hybrid	Manual	4.7	58,275	86,561	7,854	High
M3	2,015	Africa	Grey	Diesel	Manual	1.7	116,154	40,340	2,481	Low
7 Series	2,023	Africa	White	Petrol	Manual	2.5	66,973	60,647	554	Low
M5	2,013	Asia	Black	Diesel	Manual	3.2	56,335	43,627	1,091	Low
7 Series	2,011	South America	Red	Diesel	Manual	1.6	184,143	77,234	1,235	Low
i8	2,024	South America	Black	Petrol	Manual	4.7	105,072	77,963	9,857	High
i8	2,018	South America	White	Petrol	Automatic	2.5	49,747	95,522	6,607	Low
3 Series	2,011	Middle East	Blue	Hybrid	Manual	1.6	78,856	82,565	2,003	Low
3 Series	2,012	Europe	Grey	Hybrid	Manual	5	163,964	87,973	8,868	High
7 Series	2,019	South America	Blue	Petrol	Manual	2.6	28,717	48,427	5,098	Low
i8	2,010	Africa	Silver	Petrol	Automatic	4.6	111,492	32,948	4,199	Low
i3	2,016	Middle East	White	Petrol	Automatic	3.1	5,854	53,648	2,712	Low
7 Series	2,024	Europe	Red	Hybrid	Manual	3.8	107,733	70,852	7,631	High
i8	2,010	Africa	Black	Electric	Manual	2.3	13,121	87,018	431	Low
M3	2,020	Europe	Red	Diesel	Manual	3.3	633	37,799	5,961	Low
X3	2,018	North America	Silver	Hybrid	Automatic	2.4	83,441	40,911	1,838	Low
i3	2,020	Africa	White	Electric	Automatic	4.8	91,577	34,792	1,365	Low
M5	2,020	Middle East	Black	Hybrid	Manual	1.7	85,314	106,823	7,312	High
i8	2,010	North America	Red	Hybrid	Automatic	2.5	165,723	91,427	7,618	High
i3	2,014	Europe	Silver	Electric	Manual	4.6	88,906	36,204	3,411	Low
X3	2,016	Europe	Grey	Diesel	Manual	3.2	16,969	52,102	8,504	High
X1	2,012	Middle East	Grey	Diesel	Manual	3.6	185,427	53,009	5,378	Low
i8	2,018	Europe	White	Petrol	Automatic	3.8	172,638	71,377	2,515	Low
i8	2,017	South America	Red	Electric	Manual	1.7	79,796	93,104	2,707	Low
X5	2,022	South America	Black	Hybrid	Manual	1.6	103,986	72,840	9,089	High
X6	2,024	Middle East	Grey	Petrol	Automatic	4.8	65,964	33,325	8,236	High
X6	2,012	Middle East	Silver	Hybrid	Manual	2.5	166,319	47,376	5,972	Low
M3	2,024	Middle East	Black	Diesel	Automatic	2.8	161,523	116,430	9,156	High
i8	2,014	Europe	Blue	Diesel	Manual	3.9	132,177	62,623	8,603	High
X5	2,016	Asia	Red	Hybrid	Manual	2.3	173,067	35,708	9,077	High
3 Series	2,021	Africa	Grey	Electric	Automatic	4.1	93,110	116,013	207	Low
7 Series	2,023	Asia	Red	Petrol	Automatic	3.1	26,977	54,820	3,563	Low
i8	2,013	Middle East	Silver	Hybrid	Manual	4.5	180,268	36,428	4,889	Low
X5	2,014	Middle East	Silver	Hybrid	Manual	2.5	68,187	58,372	4,637	Low
i8	2,012	Europe	White	Petrol	Manual	2.2	91,582	94,724	2,617	Low
7 Series	2,018	South America	Red	Diesel	Manual	4.4	33,451	38,242	3,719	Low
X5	2,019	North America	Silver	Hybrid	Manual	2.6	102,158	40,337	3,041	Low
X3	2,018	North America	White	Diesel	Automatic	2.9	15,739	110,771	897	Low
X3	2,016	Europe	White	Electric	Manual	4.3	80,610	76,726	2,937	Low
X6	2,019	South America	Black	Petrol	Manual	3.7	75,152	96,299	9,303	High
5 Series	2,011	Middle East	White	Hybrid	Automatic	3	109,541	75,484	4,289	Low
5 Series	2,016	Asia	Grey	Diesel	Manual	2.4	24,138	65,298	2,285	Low
X1	2,016	Middle East	Grey	Diesel	Automatic	4.2	150,844	109,889	3,216	Low
3 Series	2,020	Middle East	Grey	Petrol	Manual	2.1	55,708	47,250	1,125	Low
5 Series	2,014	Asia	Red	Petrol	Manual	4.7	25,331	51,504	8,193	High
3 Series	2,018	Europe	Blue	Diesel	Automatic	2	189,528	67,423	1,017	Low
7 Series	2,022	Africa	Blue	Electric	Automatic	4.3	121,859	103,785	650	Low
X3	2,021	Asia	Grey	Diesel	Manual	3	185,897	93,626	6,631	Low
X1	2,020	Asia	Grey	Electric	Manual	2.2	78,037	45,172	848	Low
X3	2,012	Asia	Red	Electric	Manual	2.9	163,991	74,726	9,351	High
X5	2,013	Africa	Grey	Electric	Automatic	2.3	40,948	56,914	5,791	Low
X1	2,010	South America	White	Electric	Automatic	2	59,410	43,338	771	Low
3 Series	2,015	Asia	Red	Hybrid	Manual	2.3	116,434	87,665	4,234	Low
3 Series	2,013	Europe	Silver	Diesel	Automatic	4.5	78,318	49,253	4,534	Low
M5	2,010	Asia	Black	Diesel	Manual	1.9	20,840	114,208	1,107	Low
M5	2,011	Middle East	Silver	Electric	Automatic	4.9	92,300	50,462	5,118	Low
i8	2,024	North America	White	Hybrid	Manual	1.5	198,721	69,253	6,544	Low
3 Series	2,012	Asia	Blue	Hybrid	Manual	3.8	157,530	49,589	7,785	High
X3	2,018	Asia	Silver	Electric	Manual	4.5	165,951	38,808	2,622	Low
7 Series	2,022	Europe	Black	Petrol	Manual	4.8	72,135	41,356	2,226	Low
M5	2,017	Middle East	White	Electric	Automatic	2	81,035	90,388	7,791	High
X5	2,016	Africa	Blue	Hybrid	Automatic	3.9	194,076	33,620	2,620	Low
7 Series	2,022	Europe	Grey	Petrol	Manual	1.9	58,780	71,906	7,507	High
7 Series	2,024	South America	Blue	Petrol	Manual	2.7	73,941	64,460	5,460	Low
i8	2,020	Middle East	Blue	Hybrid	Automatic	4.1	115,997	75,095	8,895	High
M3	2,021	South America	Blue	Petrol	Automatic	2.7	182,980	30,820	7,450	High
i3	2,023	Europe	Blue	Diesel	Manual	2.6	6,013	54,218	6,223	Low
X1	2,013	Africa	Silver	Electric	Automatic	1.9	148,067	80,627	9,502	High
5 Series	2,010	North America	Blue	Petrol	Automatic	1.7	80,643	58,138	7,778	High
M3	2,017	South America	Grey	Hybrid	Automatic	1.9	106,935	59,611	9,288	High

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