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
M5	2,015	Asia	Grey	Hybrid	Manual	3.5	138,660	50,782	1,314	Low
X3	2,022	Europe	Grey	Electric	Automatic	4.2	121,545	102,548	3,325	Low
M3	2,018	Asia	Blue	Hybrid	Automatic	4	197,666	97,706	5,774	Low
5 Series	2,018	Africa	Grey	Hybrid	Manual	2.3	8,466	88,932	5,456	Low
X3	2,013	South America	Blue	Hybrid	Manual	2.7	119,268	51,384	879	Low
X5	2,018	Europe	White	Electric	Manual	4.5	187,970	74,885	9,033	High
X5	2,024	Europe	Silver	Electric	Automatic	4	1,620	46,672	2,171	Low
X3	2,024	Asia	Silver	Electric	Manual	4	50,125	61,130	237	Low
X3	2,022	South America	Grey	Diesel	Automatic	2.4	66,338	77,725	7,133	High
i3	2,015	Africa	White	Hybrid	Automatic	4.3	195,431	83,023	7,564	High
X6	2,011	North America	Red	Petrol	Manual	2.8	64,177	69,520	4,615	Low
X3	2,019	Asia	Black	Hybrid	Automatic	2.9	47,271	97,927	3,679	Low
i8	2,023	Europe	Blue	Hybrid	Automatic	2.5	23,398	87,203	780	Low
i3	2,020	South America	Red	Hybrid	Manual	1.9	36,721	90,415	2,183	Low
5 Series	2,015	Middle East	White	Diesel	Manual	3	68,152	39,672	8,467	High
X3	2,011	Africa	White	Electric	Manual	1.6	182,569	50,566	2,999	Low
X6	2,017	Africa	Silver	Diesel	Automatic	3.1	58,837	105,143	382	Low
3 Series	2,013	Asia	Black	Electric	Automatic	4	40,226	73,455	4,618	Low
3 Series	2,014	Middle East	Red	Petrol	Manual	4.9	170,696	38,721	1,161	Low
X5	2,017	Europe	Black	Hybrid	Manual	1.8	168,783	119,505	3,713	Low
3 Series	2,023	Asia	Silver	Diesel	Automatic	2.5	56,914	88,351	8,962	High
X5	2,020	Africa	Grey	Petrol	Manual	3.2	87,618	46,583	3,328	Low
X5	2,017	Asia	Black	Electric	Manual	2.1	92,253	36,712	175	Low
7 Series	2,021	Europe	Black	Diesel	Manual	1.9	172,475	62,591	5,137	Low
i8	2,023	Europe	Silver	Petrol	Manual	3.1	14,709	84,151	1,621	Low
M5	2,021	South America	Red	Petrol	Automatic	3.5	143,104	119,482	8,021	High
M3	2,015	South America	White	Diesel	Automatic	4.4	156,849	71,348	3,769	Low
5 Series	2,013	North America	White	Diesel	Automatic	5	30,558	95,815	6,565	Low
X6	2,024	Africa	Grey	Hybrid	Manual	4.2	63,101	114,125	7,943	High
3 Series	2,010	Africa	Black	Diesel	Automatic	2.3	159,207	59,605	5,940	Low
i3	2,021	Africa	Blue	Electric	Automatic	4.1	14,390	119,710	323	Low
i3	2,016	Middle East	Blue	Hybrid	Manual	3.4	179,383	67,542	9,521	High
X5	2,017	North America	Red	Hybrid	Manual	3.1	137,319	110,487	6,155	Low
M3	2,018	Asia	Red	Petrol	Manual	4.8	130,197	80,852	4,062	Low
5 Series	2,011	Asia	Silver	Diesel	Automatic	4	37,141	92,184	2,314	Low
7 Series	2,010	Middle East	Grey	Petrol	Automatic	3.9	141,674	78,844	8,348	High
M5	2,013	Africa	White	Petrol	Manual	1.5	147,904	118,461	9,800	High
7 Series	2,022	Europe	White	Electric	Automatic	4.5	50,969	72,073	7,597	High
3 Series	2,014	Asia	Blue	Electric	Automatic	4.3	193,468	60,010	4,281	Low
X5	2,019	Middle East	Red	Electric	Automatic	2.5	192,720	41,926	5,695	Low
5 Series	2,021	Asia	Grey	Electric	Automatic	2.5	21,428	65,139	7,604	High
7 Series	2,010	North America	Black	Petrol	Automatic	1.7	147,311	49,870	5,581	Low
X1	2,014	Africa	Grey	Electric	Manual	1.7	187,870	90,881	493	Low
5 Series	2,015	Asia	Blue	Petrol	Manual	3.8	138,879	47,441	3,270	Low
7 Series	2,012	Middle East	Silver	Electric	Manual	2.2	193,419	76,168	9,502	High
7 Series	2,021	South America	Black	Hybrid	Automatic	4.7	125,667	76,552	4,833	Low
X6	2,024	North America	Red	Electric	Manual	4.4	177,151	114,161	853	Low
i8	2,016	Africa	White	Diesel	Manual	2.7	152,322	47,745	4,918	Low
X5	2,023	Middle East	Black	Petrol	Automatic	2.8	128,840	108,673	8,767	High
7 Series	2,015	Asia	Red	Hybrid	Manual	2.6	110,089	107,761	2,596	Low
i3	2,013	Europe	Grey	Diesel	Automatic	1.8	196,420	80,004	6,650	Low
3 Series	2,012	Europe	Black	Hybrid	Automatic	1.6	13,953	60,976	5,317	Low
M3	2,014	North America	Red	Hybrid	Automatic	3.1	18,137	67,501	2,868	Low
i8	2,012	Asia	Blue	Electric	Automatic	4.8	100,165	59,431	6,439	Low
M3	2,019	Europe	Black	Diesel	Automatic	4.7	166,021	104,942	6,726	Low
5 Series	2,018	Africa	White	Diesel	Manual	4.3	152,900	46,303	5,951	Low
M3	2,018	Europe	Black	Diesel	Automatic	3.7	111,021	60,070	1,739	Low
X5	2,015	North America	Silver	Petrol	Manual	4.5	16,731	46,931	117	Low
3 Series	2,022	Europe	Silver	Hybrid	Automatic	3.3	121,561	81,660	2,560	Low
i3	2,020	Europe	Blue	Hybrid	Automatic	2.1	24,782	47,968	9,520	High
7 Series	2,015	Middle East	Silver	Electric	Manual	3.9	49,147	86,797	2,126	Low
X1	2,021	Europe	Blue	Petrol	Manual	4.7	182,248	74,901	4,827	Low
X5	2,023	Middle East	Grey	Diesel	Manual	1.6	27,279	79,402	5,175	Low
X5	2,013	Africa	Grey	Petrol	Manual	2.4	111,539	30,300	5,686	Low
X6	2,013	Europe	Black	Diesel	Manual	2.4	606	66,301	5,338	Low
5 Series	2,011	North America	Blue	Electric	Manual	1.8	129,515	53,872	5,405	Low
X1	2,019	Europe	White	Electric	Automatic	2.3	5,235	92,962	5,282	Low
X1	2,013	South America	Red	Petrol	Automatic	2.8	90,477	104,265	2,500	Low
M5	2,017	North America	Silver	Petrol	Manual	4.8	103,345	88,452	2,162	Low
i8	2,022	Europe	Silver	Diesel	Automatic	4.5	284	76,085	9,093	High
7 Series	2,019	North America	Black	Electric	Automatic	4.8	148,949	101,531	3,253	Low
5 Series	2,011	Africa	Blue	Hybrid	Automatic	1.9	19,766	50,665	6,553	Low
M3	2,018	Asia	White	Electric	Automatic	1.6	135,590	104,403	8,434	High
X5	2,023	Asia	Grey	Diesel	Manual	1.9	38,584	64,349	7,871	High
M3	2,010	South America	Silver	Electric	Automatic	4.7	5,138	69,572	7,634	High
M3	2,022	Africa	Black	Diesel	Automatic	2.1	172,677	96,742	8,744	High
X1	2,011	Asia	Grey	Hybrid	Manual	3.5	52,913	108,634	6,034	Low
X3	2,024	Africa	Silver	Hybrid	Manual	2.3	198,178	36,050	3,678	Low
i8	2,011	North America	White	Petrol	Automatic	1.6	151,157	91,159	6,041	Low
M3	2,020	Middle East	Red	Petrol	Manual	1.8	33,279	41,032	5,961	Low
X6	2,022	Asia	Red	Diesel	Automatic	4	133,886	35,584	8,413	High
7 Series	2,024	North America	Blue	Hybrid	Manual	2.1	89,002	73,246	5,319	Low
X6	2,023	Middle East	Grey	Diesel	Manual	2.3	186,608	84,210	5,964	Low
7 Series	2,015	Africa	Blue	Hybrid	Manual	2.8	137,271	41,494	1,966	Low
i3	2,024	South America	Grey	Electric	Manual	3.8	72,692	49,013	5,984	Low
X5	2,023	Africa	Red	Electric	Manual	3.1	181,774	30,692	2,393	Low
3 Series	2,016	North America	Black	Diesel	Manual	4.8	6,948	78,612	9,592	High
X6	2,022	Asia	White	Hybrid	Automatic	3	83,664	72,715	6,622	Low
i3	2,024	Europe	Blue	Petrol	Automatic	2.2	57,351	39,891	3,632	Low
3 Series	2,024	South America	Black	Diesel	Automatic	3.4	185,868	40,816	7,696	High
5 Series	2,012	Asia	Black	Electric	Automatic	3.1	4,047	89,045	6,197	Low
7 Series	2,020	North America	Silver	Hybrid	Automatic	4.3	124,228	70,222	3,359	Low
X3	2,018	Europe	Black	Petrol	Automatic	4.8	182,962	35,793	998	Low
i3	2,014	Africa	Black	Hybrid	Manual	4.4	2,711	61,713	1,168	Low
i3	2,014	Middle East	Black	Hybrid	Manual	2.9	37,458	96,099	247	Low
7 Series	2,020	Europe	White	Diesel	Manual	2.3	78,914	37,573	9,500	High
7 Series	2,021	South America	White	Petrol	Automatic	4.7	35,335	97,042	2,460	Low
X6	2,013	Asia	Red	Electric	Manual	2.9	119,833	114,857	4,844	Low
M3	2,018	South America	Red	Electric	Manual	4.2	33,325	80,383	9,202	High
M5	2,017	North America	Red	Petrol	Automatic	5	128,734	111,886	1,818	Low

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