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
X6	2,019	Asia	Silver	Electric	Automatic	3.7	27,064	50,641	441	Low
X3	2,018	North America	Silver	Hybrid	Manual	2.1	112,169	106,976	1,050	Low
X5	2,014	Asia	Black	Petrol	Manual	1.7	120,543	78,539	1,763	Low
X3	2,014	South America	Grey	Petrol	Automatic	2.1	82,909	64,183	9,305	High
M5	2,021	North America	Silver	Hybrid	Manual	2.4	8,081	79,072	6,283	Low
M5	2,017	Africa	Red	Hybrid	Manual	4.1	148,855	38,904	363	Low
X6	2,019	Africa	Blue	Electric	Automatic	2.1	86,276	108,724	1,658	Low
i3	2,013	Middle East	Blue	Hybrid	Automatic	2	19,321	116,580	6,640	Low
M3	2,018	Africa	Blue	Electric	Manual	4.7	11,090	77,394	9,231	High
5 Series	2,016	South America	White	Diesel	Automatic	3.9	132,755	62,750	3,674	Low
5 Series	2,016	Europe	Blue	Petrol	Automatic	3.2	119,745	85,820	2,059	Low
X5	2,022	Africa	Black	Petrol	Manual	1.8	167,890	84,936	1,822	Low
i3	2,024	Asia	Red	Diesel	Automatic	4.5	99,556	94,510	482	Low
i3	2,012	Asia	Silver	Diesel	Automatic	1.9	160,106	30,618	5,944	Low
X3	2,013	Asia	Red	Electric	Manual	3.6	48,458	100,134	8,870	High
M5	2,016	South America	White	Electric	Manual	3.8	165,516	54,074	2,232	Low
7 Series	2,020	Middle East	Blue	Hybrid	Manual	2.9	22,591	57,986	3,186	Low
M5	2,020	Europe	Red	Diesel	Manual	4.7	90,493	75,578	1,235	Low
5 Series	2,023	North America	Red	Petrol	Manual	1.7	89,043	105,037	454	Low
M3	2,014	North America	Black	Electric	Automatic	4.4	7,081	58,736	3,294	Low
i3	2,021	Europe	Red	Diesel	Automatic	3.4	106,089	33,906	3,963	Low
X3	2,012	Asia	Grey	Diesel	Automatic	3.6	166,273	105,370	1,070	Low
M5	2,010	Middle East	Black	Hybrid	Manual	5	151,985	54,728	9,798	High
i3	2,016	South America	Blue	Electric	Manual	3.5	158,984	86,728	9,248	High
M5	2,015	Middle East	Silver	Hybrid	Automatic	4.3	149,932	62,050	8,993	High
X6	2,019	Asia	Silver	Diesel	Manual	2	68,934	103,973	394	Low
X3	2,024	North America	Blue	Hybrid	Manual	4.3	138,359	99,649	6,736	Low
7 Series	2,016	South America	Red	Petrol	Automatic	4.2	85,502	53,595	1,311	Low
X5	2,024	North America	Red	Diesel	Automatic	4.9	161,283	98,897	7,847	High
3 Series	2,023	Asia	Blue	Electric	Automatic	4.8	5,359	96,189	9,931	High
3 Series	2,011	Middle East	Black	Diesel	Automatic	2.2	31,041	100,699	8,112	High
M3	2,022	Asia	Red	Petrol	Manual	3.1	88,150	67,086	9,327	High
X3	2,021	Middle East	Black	Electric	Automatic	4.7	104,192	109,233	1,687	Low
X3	2,013	Middle East	Blue	Hybrid	Manual	3.7	19,780	89,957	242	Low
i3	2,011	North America	Silver	Hybrid	Automatic	3.1	192,786	63,567	5,122	Low
M3	2,017	South America	Black	Diesel	Automatic	1.9	33,054	33,364	1,605	Low
X5	2,016	Africa	Silver	Diesel	Automatic	2.7	115,509	36,177	9,481	High
X5	2,010	Africa	Grey	Petrol	Automatic	3.8	29,574	38,669	3,093	Low
7 Series	2,011	Middle East	White	Hybrid	Manual	4.2	95,263	80,848	6,782	Low
5 Series	2,011	North America	Black	Electric	Manual	3.1	57,696	81,351	7,595	High
7 Series	2,013	Africa	Silver	Petrol	Automatic	1.7	124,933	86,224	324	Low
X5	2,012	Europe	Silver	Diesel	Manual	3.7	196,961	70,217	7,095	High
5 Series	2,010	Middle East	Grey	Diesel	Manual	4.7	191,358	54,931	6,639	Low
7 Series	2,021	Europe	Red	Electric	Automatic	3.2	86,066	67,928	5,470	Low
7 Series	2,023	South America	Black	Electric	Manual	4.7	129,550	102,709	3,015	Low
X3	2,011	South America	Red	Hybrid	Manual	2.7	116,251	107,200	9,361	High
5 Series	2,020	Asia	Red	Hybrid	Automatic	4.6	75,769	86,151	5,309	Low
i8	2,018	South America	Silver	Petrol	Manual	4.3	13,332	88,820	3,237	Low
X5	2,022	South America	Black	Electric	Automatic	4.9	172,629	116,015	4,474	Low
i3	2,010	Africa	Black	Hybrid	Manual	4.3	113,760	113,287	9,946	High
M5	2,018	South America	Blue	Petrol	Manual	2.6	61,044	54,565	5,864	Low
i3	2,016	North America	Grey	Electric	Manual	4.7	160,610	85,641	7,189	High
X6	2,011	Europe	Grey	Diesel	Manual	3.8	80,280	111,243	8,990	High
X3	2,011	North America	Black	Petrol	Manual	2.1	181,017	74,179	8,445	High
i3	2,014	South America	Black	Hybrid	Automatic	1.7	3,218	103,564	3,169	Low
X3	2,022	Middle East	Grey	Hybrid	Automatic	2.8	58,771	83,089	4,431	Low
X3	2,014	Middle East	Red	Electric	Automatic	4.3	35,933	101,928	7,575	High
X3	2,013	Africa	Red	Petrol	Manual	3.7	178,601	108,130	3,422	Low
X5	2,021	Asia	Grey	Petrol	Automatic	3.3	18,798	44,235	8,686	High
X5	2,019	South America	Black	Hybrid	Manual	1.5	107,107	111,079	2,706	Low
i8	2,019	Europe	Silver	Petrol	Automatic	3	148,883	30,217	8,496	High
3 Series	2,022	Asia	Grey	Hybrid	Automatic	2.1	46,973	43,422	524	Low
M5	2,021	North America	Silver	Electric	Manual	3.1	3,029	112,591	8,768	High
X5	2,012	Africa	Blue	Hybrid	Automatic	5	158,116	46,532	6,352	Low
i3	2,013	Europe	Silver	Diesel	Manual	4.6	39,066	68,972	6,784	Low
X5	2,019	Europe	Blue	Petrol	Automatic	2.6	37,727	47,611	4,726	Low
3 Series	2,013	Africa	Black	Diesel	Manual	3.6	121,645	35,538	731	Low
M5	2,011	North America	Blue	Hybrid	Automatic	3.3	158,215	43,428	5,736	Low
M5	2,014	North America	Blue	Petrol	Automatic	2	183,051	103,016	8,099	High
M3	2,024	Africa	Blue	Petrol	Automatic	5	46,936	117,442	7,161	High
X3	2,014	Middle East	White	Electric	Automatic	3	124,881	46,657	5,216	Low
3 Series	2,014	Africa	Silver	Electric	Automatic	3.3	63,040	80,487	8,324	High
M5	2,020	Middle East	Silver	Petrol	Manual	3.8	19,263	108,609	8,397	High
X6	2,024	Middle East	Black	Electric	Manual	2.2	59,807	109,295	220	Low
i8	2,020	Asia	Blue	Petrol	Automatic	2.3	169,261	77,531	1,935	Low
M3	2,019	Europe	Red	Hybrid	Manual	2.2	81,473	39,020	8,187	High
X5	2,010	North America	Blue	Petrol	Manual	2.8	38,435	118,622	3,420	Low
7 Series	2,015	South America	Blue	Petrol	Automatic	2.2	43,413	73,983	8,519	High
i8	2,020	North America	Black	Electric	Automatic	4.7	127,375	110,747	5,197	Low
X6	2,011	North America	Grey	Electric	Automatic	4	98,684	98,729	4,918	Low
X5	2,016	North America	Black	Hybrid	Automatic	4.6	195,695	69,098	3,184	Low
M3	2,013	North America	Grey	Petrol	Automatic	4.5	42,011	57,959	6,741	Low
3 Series	2,024	Europe	Black	Hybrid	Manual	4	4,212	31,618	363	Low
7 Series	2,014	South America	Black	Petrol	Manual	2.3	183,727	37,856	6,497	Low
X6	2,014	Europe	Black	Diesel	Manual	3.7	141,987	50,979	6,947	Low
X3	2,014	Middle East	Red	Petrol	Manual	2.2	29,436	40,167	2,397	Low
i8	2,011	Asia	Blue	Diesel	Manual	2	166,624	68,732	579	Low
i3	2,014	South America	Silver	Diesel	Manual	3.7	2,854	63,994	7,085	High
X5	2,012	Africa	Blue	Hybrid	Manual	3.7	51,403	77,588	1,612	Low
X6	2,013	Europe	Red	Hybrid	Manual	2	91,043	41,549	393	Low
X3	2,022	South America	Grey	Diesel	Manual	2.7	14,585	61,206	8,898	High
M3	2,011	Asia	Red	Hybrid	Automatic	1.7	187,577	118,365	4,184	Low
5 Series	2,013	Africa	Silver	Hybrid	Manual	4	101,984	92,344	8,385	High
7 Series	2,022	South America	Silver	Electric	Automatic	5	87,087	55,878	8,279	High
5 Series	2,018	North America	White	Electric	Automatic	4.1	126,504	105,351	8,434	High
X1	2,017	Africa	White	Petrol	Manual	4.5	134,450	50,063	4,029	Low
M5	2,022	North America	Blue	Electric	Automatic	3.2	86,320	62,880	7,278	High
M5	2,023	Europe	Black	Petrol	Manual	1.8	115,769	50,965	2,433	Low
X1	2,024	Africa	White	Diesel	Automatic	4	59,291	83,251	4,933	Low
5 Series	2,020	South America	Blue	Electric	Automatic	2.4	116,367	95,579	7,285	High

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