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	2,020	Europe	Red	Diesel	Automatic	2.5	127,381	112,412	2,273	Low
M3	2,013	Middle East	Black	Diesel	Automatic	2.4	195,591	87,103	6,595	Low
3 Series	2,010	North America	Red	Petrol	Manual	4	103,576	106,754	2,695	Low
7 Series	2,023	South America	Blue	Diesel	Manual	4.7	187,161	89,299	7,859	High
X6	2,017	Africa	Red	Electric	Manual	4.4	162,251	59,862	3,245	Low
X6	2,014	South America	Silver	Hybrid	Manual	4	98,050	44,769	5,777	Low
3 Series	2,010	North America	Black	Petrol	Manual	2.9	126,740	53,394	8,077	High
X6	2,023	Asia	Black	Diesel	Manual	4	15,812	38,998	3,529	Low
7 Series	2,017	Africa	Silver	Petrol	Manual	4.3	83,994	33,032	2,375	Low
X3	2,018	Asia	Silver	Petrol	Automatic	4.1	148,727	80,374	9,257	High
M5	2,019	South America	Red	Petrol	Manual	3.9	126,848	30,531	7,481	High
5 Series	2,011	Africa	Grey	Petrol	Manual	1.7	193,706	67,542	7,787	High
7 Series	2,018	North America	Grey	Hybrid	Manual	3.8	19,394	79,927	138	Low
M3	2,017	North America	Red	Hybrid	Automatic	3.2	42,165	49,322	4,527	Low
3 Series	2,016	South America	Grey	Petrol	Automatic	4.9	81,461	57,677	9,903	High
i3	2,012	Middle East	Grey	Petrol	Automatic	3.6	31,155	67,622	9,654	High
M3	2,011	Europe	Grey	Hybrid	Manual	3.6	114,292	88,195	3,504	Low
X3	2,016	Africa	Blue	Electric	Automatic	5	194,889	46,614	8,638	High
X3	2,024	South America	Blue	Diesel	Manual	1.8	165,644	89,931	6,526	Low
M5	2,014	North America	White	Diesel	Automatic	2.5	76,050	114,805	6,445	Low
5 Series	2,015	Africa	Silver	Diesel	Automatic	3.8	78,686	71,909	3,425	Low
X6	2,013	Africa	White	Petrol	Manual	2.6	125,900	67,779	9,600	High
i8	2,011	South America	Silver	Electric	Manual	2.7	4,723	93,048	1,763	Low
i3	2,018	Africa	Blue	Hybrid	Automatic	4.6	66,653	53,078	8,066	High
M3	2,012	Africa	Black	Diesel	Automatic	3.5	160,825	52,817	9,363	High
X3	2,021	Asia	Black	Diesel	Automatic	1.9	78,879	110,021	9,523	High
X1	2,023	Africa	Silver	Hybrid	Automatic	2.6	97,129	72,583	7,023	High
M5	2,016	North America	Red	Diesel	Manual	1.8	177,712	102,878	8,993	High
5 Series	2,023	Middle East	Red	Electric	Automatic	3.4	35,429	110,401	9,052	High
M5	2,017	Europe	Silver	Electric	Manual	2.1	141,156	30,316	5,025	Low
X6	2,011	Middle East	White	Petrol	Automatic	4.5	177,805	89,805	3,757	Low
i8	2,023	Europe	Red	Diesel	Manual	3.5	164,909	51,493	7,069	High
X5	2,015	Europe	Blue	Electric	Automatic	1.7	141,915	49,888	2,997	Low
X5	2,020	North America	Black	Petrol	Manual	2.6	91,667	116,960	9,264	High
X6	2,017	South America	Black	Hybrid	Automatic	3.7	169,624	88,922	9,133	High
i8	2,016	Europe	Red	Petrol	Automatic	2.7	77,258	112,064	4,279	Low
X5	2,020	North America	Blue	Electric	Automatic	3.3	198,332	59,511	8,244	High
X1	2,012	Africa	Silver	Hybrid	Automatic	4.7	180,250	91,866	1,356	Low
i3	2,010	North America	White	Electric	Manual	2.7	166,136	37,094	2,497	Low
X3	2,023	South America	Silver	Diesel	Manual	2.7	119,620	74,477	6,002	Low
X5	2,015	South America	Red	Hybrid	Manual	4.4	155,606	114,724	7,029	High
5 Series	2,017	South America	White	Diesel	Automatic	2.6	108,270	108,915	8,606	High
X3	2,015	Asia	Black	Diesel	Manual	1.8	109,616	61,644	8,596	High
X3	2,014	Europe	White	Electric	Automatic	2.1	106,000	72,669	4,554	Low
3 Series	2,020	Europe	White	Diesel	Automatic	4.8	57,474	66,237	9,689	High
7 Series	2,021	Africa	White	Petrol	Automatic	4.8	169,970	84,686	4,338	Low
5 Series	2,017	South America	Red	Hybrid	Automatic	2.3	60,343	78,158	8,864	High
X1	2,011	Middle East	Red	Hybrid	Manual	3.4	50,357	76,850	7,741	High
7 Series	2,024	Asia	White	Diesel	Automatic	2	22,070	33,038	3,320	Low
M3	2,021	Africa	White	Petrol	Automatic	3.9	45,005	88,901	2,539	Low
7 Series	2,024	Europe	Black	Electric	Automatic	2.1	117,161	112,485	7,436	High
i3	2,010	South America	Silver	Electric	Automatic	1.7	178,951	95,562	8,447	High
7 Series	2,010	Africa	Red	Hybrid	Automatic	4.4	198,976	61,647	4,544	Low
X3	2,024	South America	Red	Petrol	Manual	2.6	158,066	33,358	2,806	Low
M5	2,023	Middle East	White	Diesel	Automatic	1.9	139,750	98,575	951	Low
X6	2,013	Europe	White	Petrol	Manual	4.4	62,497	52,182	6,113	Low
X5	2,015	North America	White	Hybrid	Automatic	4.2	119,534	86,303	6,957	Low
M5	2,022	Asia	Blue	Petrol	Manual	3.9	153,600	81,768	9,514	High
i3	2,018	Asia	Red	Electric	Manual	4.7	144,189	60,018	2,242	Low
X1	2,010	South America	White	Petrol	Automatic	3.2	133,093	109,974	8,072	High
X5	2,021	Africa	Grey	Electric	Manual	1.9	65,317	92,269	2,682	Low
X5	2,010	Asia	Blue	Petrol	Automatic	1.7	103,245	113,290	293	Low
X1	2,022	Europe	Grey	Petrol	Manual	2.6	22,023	65,104	5,409	Low
i8	2,022	Asia	Silver	Diesel	Automatic	1.8	30,812	114,027	561	Low
5 Series	2,014	South America	Grey	Petrol	Manual	3.4	133,668	86,733	2,712	Low
X3	2,019	North America	White	Petrol	Automatic	1.6	54,484	101,052	3,282	Low
X1	2,014	Africa	Grey	Petrol	Manual	3.1	39,966	71,107	465	Low
7 Series	2,014	South America	Blue	Diesel	Automatic	2.1	46,189	45,815	9,927	High
X5	2,019	Middle East	Grey	Hybrid	Manual	2.8	94,121	39,863	2,418	Low
M3	2,015	South America	Silver	Petrol	Manual	3.9	144,535	52,603	5,829	Low
7 Series	2,017	Middle East	Silver	Hybrid	Manual	2.7	64,872	101,413	6,873	Low
X1	2,012	Europe	Grey	Petrol	Automatic	2.7	115,028	67,917	5,092	Low
7 Series	2,018	South America	Blue	Petrol	Manual	5	143,358	30,477	4,736	Low
7 Series	2,022	Middle East	Red	Electric	Manual	4	94,687	95,072	9,058	High
M3	2,010	Asia	White	Diesel	Manual	3.3	58,557	51,689	1,166	Low
5 Series	2,013	North America	Red	Hybrid	Manual	3.5	131,717	66,865	7,222	High
M5	2,018	Asia	Silver	Electric	Manual	3.7	69,574	104,642	515	Low
7 Series	2,024	Africa	Grey	Hybrid	Manual	1.6	148,530	42,058	2,972	Low
i3	2,023	Africa	Grey	Petrol	Automatic	1.8	18,830	63,926	7,516	High
7 Series	2,017	Middle East	Red	Petrol	Automatic	3.8	128,417	90,081	4,486	Low
i3	2,019	North America	Red	Diesel	Manual	2.8	187,839	72,292	1,802	Low
M5	2,018	Europe	Grey	Electric	Manual	1.7	168,877	84,411	8,464	High
M5	2,010	Middle East	Silver	Hybrid	Automatic	2.5	166,637	69,312	9,226	High
X5	2,018	South America	Red	Petrol	Automatic	2	142,411	99,575	1,672	Low
i3	2,012	Europe	Black	Electric	Automatic	4.7	73,980	95,019	2,122	Low
X1	2,020	Asia	Silver	Petrol	Automatic	2.2	173,777	114,808	7,002	High
X1	2,021	Africa	Silver	Electric	Manual	2	179,109	99,348	5,996	Low
3 Series	2,019	South America	Grey	Electric	Automatic	3.7	80,573	70,299	3,547	Low
5 Series	2,018	Africa	White	Petrol	Manual	3.3	87,617	58,693	4,757	Low
X1	2,010	Africa	Black	Electric	Automatic	3.5	190,998	81,080	660	Low
7 Series	2,010	South America	Black	Electric	Manual	3	161,696	40,361	9,799	High
X6	2,018	Europe	Grey	Diesel	Manual	3.1	152,602	95,195	2,367	Low
M3	2,020	Asia	Grey	Hybrid	Manual	4.2	18,748	88,383	3,557	Low
i3	2,023	Europe	Black	Diesel	Manual	2.3	174,058	80,913	3,707	Low
5 Series	2,015	North America	Red	Electric	Automatic	2.9	184,476	81,499	7,845	High
M3	2,013	Middle East	Blue	Hybrid	Automatic	4.9	121,390	114,764	4,459	Low
X1	2,016	North America	Red	Petrol	Automatic	2.2	163,109	34,628	7,718	High
M5	2,014	South America	Silver	Diesel	Manual	2.5	97,104	35,697	9,297	High
5 Series	2,019	Asia	Red	Electric	Manual	2.2	162,887	111,479	742	Low
7 Series	2,023	Middle East	Red	Petrol	Manual	1.6	192,060	118,355	4,877	Low

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