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
3 Series	2,018	South America	Grey	Petrol	Automatic	3	12,798	56,668	1,566	Low
M5	2,011	Europe	Red	Diesel	Automatic	2.2	111,189	85,664	727	Low
X5	2,021	North America	Silver	Petrol	Manual	4.8	175,369	66,857	3,112	Low
X3	2,018	Middle East	Black	Diesel	Automatic	4	164,727	112,037	9,569	High
5 Series	2,020	Europe	Silver	Electric	Manual	3.1	181,329	75,779	8,035	High
M5	2,019	South America	Red	Petrol	Automatic	4.8	6,596	105,315	6,015	Low
i3	2,020	North America	Black	Hybrid	Automatic	4	173,568	94,750	1,653	Low
i3	2,020	Europe	Blue	Electric	Manual	4.8	101,081	102,218	2,710	Low
i8	2,011	Africa	Silver	Diesel	Automatic	4	12,120	47,410	6,935	Low
X6	2,023	South America	Blue	Diesel	Automatic	1.8	50,289	76,529	4,088	Low
M5	2,022	Middle East	Grey	Petrol	Manual	3.7	107,750	75,834	416	Low
X3	2,020	Asia	Blue	Electric	Automatic	4.9	150,822	102,584	6,060	Low
i8	2,023	Asia	White	Diesel	Automatic	2.2	94,381	109,180	7,365	High
5 Series	2,024	Africa	Black	Petrol	Manual	4.3	95,883	119,249	8,700	High
5 Series	2,019	North America	White	Hybrid	Manual	2.1	182,655	92,612	137	Low
i8	2,012	North America	Grey	Diesel	Manual	3.1	134,547	76,438	7,630	High
i8	2,022	Africa	Grey	Diesel	Automatic	1.8	43,921	43,297	9,130	High
M5	2,016	Asia	Blue	Diesel	Manual	2.7	158,337	34,769	3,470	Low
M5	2,011	Africa	Red	Electric	Automatic	4.2	91,720	31,338	5,379	Low
i3	2,010	Asia	Blue	Petrol	Manual	1.7	151,840	104,823	6,240	Low
X1	2,018	Africa	Silver	Petrol	Automatic	2.6	40,373	119,281	3,816	Low
3 Series	2,015	Middle East	Black	Hybrid	Automatic	3.7	101,626	66,921	2,557	Low
M5	2,018	Asia	Silver	Hybrid	Automatic	4.8	158,275	111,393	1,756	Low
3 Series	2,021	South America	Silver	Petrol	Manual	2.4	164,628	109,532	5,072	Low
3 Series	2,012	Europe	Grey	Electric	Manual	2.1	122,652	82,655	4,306	Low
7 Series	2,012	Europe	White	Petrol	Automatic	2.2	38,675	99,020	2,987	Low
X3	2,019	North America	Black	Diesel	Manual	2.3	150,596	58,152	8,920	High
M3	2,021	Europe	Black	Hybrid	Automatic	3.7	74,802	88,342	1,324	Low
M5	2,012	South America	Black	Petrol	Automatic	5	70,682	38,275	4,441	Low
X5	2,011	Europe	Silver	Electric	Automatic	3.3	19,946	101,587	6,370	Low
i8	2,022	Africa	Blue	Petrol	Automatic	2.5	164,341	90,021	3,401	Low
X3	2,020	Middle East	Silver	Diesel	Automatic	4.1	173,664	94,291	6,560	Low
i8	2,015	Asia	Red	Diesel	Automatic	2.1	29,585	75,411	1,707	Low
X1	2,012	South America	Black	Hybrid	Manual	1.6	11,797	104,281	8,509	High
X3	2,014	Middle East	Grey	Electric	Manual	3.6	76,072	60,159	3,233	Low
5 Series	2,022	North America	Red	Petrol	Automatic	2.2	191,853	45,666	7,165	High
X1	2,020	South America	White	Petrol	Manual	2.9	51,988	111,559	1,831	Low
X1	2,014	Asia	Blue	Electric	Automatic	2.3	78,597	102,570	7,943	High
7 Series	2,019	North America	Blue	Diesel	Manual	4.7	61,339	87,321	2,658	Low
X6	2,012	North America	Black	Electric	Automatic	2.7	115,201	30,479	4,821	Low
X3	2,012	Europe	Black	Diesel	Manual	3.1	49,614	38,208	8,874	High
M5	2,010	North America	Red	Electric	Manual	2.3	30,573	34,575	8,350	High
i3	2,015	Europe	Silver	Hybrid	Manual	1.8	45,322	98,043	4,629	Low
X6	2,012	Asia	Red	Petrol	Automatic	3.3	81,177	63,009	3,190	Low
X3	2,024	Middle East	Blue	Petrol	Automatic	4.5	93,914	91,325	1,298	Low
X5	2,010	Asia	Blue	Diesel	Automatic	2.7	88,362	117,376	5,445	Low
X6	2,022	South America	Black	Diesel	Manual	4.2	148,822	62,148	4,417	Low
5 Series	2,023	North America	Grey	Electric	Automatic	1.6	194,487	115,207	8,112	High
X1	2,023	Asia	Black	Petrol	Automatic	2.3	183,431	52,106	2,699	Low
i8	2,022	Middle East	Grey	Diesel	Manual	2	153,662	118,556	1,653	Low
X3	2,019	Middle East	Blue	Petrol	Manual	2.9	194,677	69,117	6,356	Low
X3	2,018	North America	Blue	Petrol	Manual	4.6	63,021	53,952	7,526	High
X1	2,020	Middle East	Black	Petrol	Automatic	2.8	169,914	91,330	9,898	High
3 Series	2,010	South America	Grey	Electric	Manual	3.6	140,769	79,511	2,637	Low
X3	2,014	Asia	Silver	Petrol	Automatic	4.6	23,321	63,030	864	Low
3 Series	2,014	Europe	Black	Electric	Automatic	2.8	193,472	105,772	140	Low
3 Series	2,024	Middle East	Red	Electric	Manual	2.8	57,836	78,610	9,358	High
7 Series	2,011	South America	White	Hybrid	Automatic	1.8	193,854	68,927	7,004	High
3 Series	2,023	Middle East	Red	Electric	Manual	2.7	36,183	103,786	2,693	Low
M5	2,023	South America	Black	Hybrid	Automatic	4.1	16,308	45,624	7,865	High
i3	2,022	Europe	Grey	Petrol	Manual	4.5	14,940	37,753	9,661	High
i3	2,010	South America	Black	Diesel	Automatic	4	59,015	99,888	2,665	Low
X6	2,015	Middle East	Red	Petrol	Manual	1.5	98,845	30,312	1,998	Low
M3	2,024	North America	Silver	Electric	Manual	1.9	48,462	49,614	1,748	Low
X1	2,016	South America	Red	Diesel	Manual	4.1	72,856	45,407	5,086	Low
i3	2,020	Asia	Grey	Hybrid	Automatic	4.8	128,703	58,248	5,170	Low
5 Series	2,020	Middle East	Blue	Hybrid	Automatic	3.9	109,038	117,140	5,736	Low
7 Series	2,018	Middle East	Silver	Hybrid	Manual	2.3	8,586	115,183	6,371	Low
X3	2,017	North America	Grey	Hybrid	Automatic	1.9	85,619	64,037	2,758	Low
i8	2,019	Asia	Grey	Hybrid	Automatic	4.6	153,519	104,865	4,789	Low
5 Series	2,012	Africa	Red	Hybrid	Automatic	1.8	49,842	71,056	2,717	Low
X1	2,018	South America	White	Petrol	Manual	2	106,477	51,659	7,408	High
5 Series	2,010	Africa	Silver	Petrol	Automatic	3.6	126,833	42,423	6,128	Low
X6	2,022	Europe	Red	Hybrid	Manual	2.2	126,495	72,350	8,120	High
M5	2,015	Africa	Black	Petrol	Manual	2.3	155,531	79,099	468	Low
X6	2,022	Europe	Grey	Diesel	Manual	2	82,165	43,127	253	Low
X1	2,023	South America	Grey	Hybrid	Automatic	4.8	182,569	117,986	9,134	High
M5	2,019	North America	Red	Diesel	Automatic	1.9	190,870	32,883	8,092	High
X5	2,011	Europe	Blue	Hybrid	Automatic	4.8	40,658	89,014	8,667	High
i3	2,019	Europe	Blue	Electric	Manual	2.6	162,249	82,357	9,540	High
3 Series	2,018	Asia	Blue	Hybrid	Automatic	4.4	95,742	51,550	5,710	Low
X3	2,018	Africa	Grey	Hybrid	Manual	4.8	62,033	74,820	2,858	Low
X1	2,017	Europe	White	Electric	Manual	3.3	160,142	53,651	4,644	Low
M3	2,022	Europe	Grey	Petrol	Manual	4.2	41,134	32,001	4,273	Low
M5	2,020	South America	Red	Petrol	Automatic	2.4	73,329	89,591	9,919	High
X5	2,016	Europe	Blue	Electric	Automatic	2.8	64,225	78,343	112	Low
7 Series	2,023	Asia	Blue	Hybrid	Manual	3.4	30,633	70,726	7,908	High
X6	2,015	Africa	Red	Petrol	Automatic	4.5	112,166	54,976	2,598	Low
X6	2,011	Europe	Blue	Diesel	Manual	3.7	1,705	32,126	6,277	Low
7 Series	2,023	Europe	Black	Diesel	Manual	1.6	193,139	111,145	5,970	Low
7 Series	2,013	South America	Grey	Hybrid	Manual	2.6	10,028	77,882	1,330	Low
X6	2,019	South America	Black	Diesel	Automatic	4.5	4,885	34,718	5,074	Low
3 Series	2,016	North America	White	Electric	Automatic	2.3	36,027	112,708	4,026	Low
5 Series	2,023	North America	Red	Hybrid	Manual	2.8	11,802	67,784	666	Low
X1	2,022	South America	Silver	Petrol	Manual	2.9	150,212	71,951	600	Low
i3	2,015	Europe	Silver	Electric	Automatic	2	55,719	65,820	4,329	Low
i8	2,018	Europe	Black	Electric	Manual	2.7	96,322	72,501	334	Low
X3	2,022	Europe	White	Electric	Manual	4.4	1,959	115,528	9,447	High
M5	2,022	North America	White	Diesel	Manual	4.5	45,430	54,788	9,197	High
i3	2,014	Middle East	White	Petrol	Manual	3.5	121,875	44,415	5,641	Low

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