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	2,015	South America	Red	Electric	Automatic	3.5	166,474	66,624	2,830	Low
7 Series	2,011	North America	White	Petrol	Manual	4.8	38,186	78,801	2,692	Low
M5	2,022	Middle East	Black	Petrol	Automatic	2.9	177,128	100,379	9,395	High
i3	2,016	South America	Black	Petrol	Manual	2.8	130,515	86,142	3,625	Low
M3	2,017	Europe	Black	Petrol	Automatic	2.1	54,879	44,459	9,053	High
X5	2,010	Asia	Black	Diesel	Manual	4.8	128,338	55,126	6,830	Low
X1	2,022	South America	Silver	Diesel	Automatic	4.3	158,398	76,675	508	Low
5 Series	2,013	North America	Silver	Petrol	Automatic	2.3	42,546	70,208	2,169	Low
X5	2,020	Africa	Red	Petrol	Automatic	2.7	14,537	116,808	5,898	Low
X6	2,013	Middle East	Red	Petrol	Manual	4.7	191,592	96,421	5,102	Low
X5	2,022	Europe	Blue	Petrol	Manual	3.4	62,959	79,946	186	Low
X1	2,014	South America	Silver	Electric	Automatic	3.4	114,861	109,671	6,237	Low
i3	2,023	Middle East	White	Hybrid	Manual	3.8	183,536	34,254	9,879	High
5 Series	2,021	Africa	Silver	Diesel	Manual	4.2	13,989	92,023	9,700	High
i3	2,021	Africa	Grey	Diesel	Manual	4.8	195,686	42,360	1,143	Low
X5	2,013	Middle East	White	Hybrid	Automatic	4.3	181,376	106,329	762	Low
X6	2,018	Middle East	White	Diesel	Automatic	4.8	79,956	49,243	213	Low
X1	2,016	Middle East	Grey	Petrol	Manual	4.4	24,845	117,651	9,176	High
M3	2,022	Europe	Blue	Hybrid	Manual	1.7	11,499	79,007	7,690	High
M3	2,011	Europe	Blue	Petrol	Manual	1.9	29,221	52,769	2,857	Low
X1	2,010	North America	Black	Electric	Automatic	4.6	194,339	107,167	212	Low
X3	2,018	Africa	Blue	Petrol	Automatic	1.6	51,135	67,101	7,154	High
i8	2,010	Middle East	White	Diesel	Manual	4.3	131,708	89,318	7,226	High
i8	2,015	Europe	Red	Electric	Manual	4.5	22,109	33,853	2,418	Low
M3	2,024	Middle East	White	Petrol	Manual	3	26,660	91,993	8,872	High
M5	2,024	Middle East	Black	Diesel	Automatic	2.7	114,045	50,717	8,642	High
5 Series	2,011	North America	White	Electric	Manual	2.2	123,477	84,797	2,558	Low
3 Series	2,013	Middle East	Red	Hybrid	Manual	1.7	32,955	59,607	4,751	Low
i3	2,015	Africa	Blue	Diesel	Manual	4.1	66,718	90,204	8,927	High
i8	2,014	Europe	Blue	Diesel	Automatic	1.8	150,658	82,003	6,474	Low
X5	2,020	Europe	Blue	Electric	Automatic	4.8	819	109,874	2,581	Low
7 Series	2,015	North America	Silver	Electric	Automatic	2.5	64,756	57,833	7,763	High
7 Series	2,012	Europe	White	Diesel	Automatic	4.3	65,105	67,843	7,815	High
7 Series	2,014	Middle East	Silver	Diesel	Automatic	1.7	65,631	84,649	959	Low
3 Series	2,011	North America	Silver	Electric	Manual	3.4	37,259	44,405	4,022	Low
7 Series	2,016	South America	Red	Diesel	Automatic	2.7	24,313	40,516	1,342	Low
i8	2,012	South America	Grey	Hybrid	Manual	1.6	2,195	107,706	5,465	Low
X6	2,010	Middle East	Black	Electric	Manual	3.8	173,462	46,986	4,596	Low
i8	2,023	South America	Red	Diesel	Manual	4.8	173,583	118,502	5,359	Low
i3	2,017	South America	White	Electric	Automatic	1.5	153,187	34,493	4,228	Low
M5	2,017	Africa	White	Hybrid	Manual	2.4	128,415	110,302	1,485	Low
X6	2,012	Asia	Blue	Electric	Manual	4	30,976	89,729	6,558	Low
M3	2,022	Middle East	Silver	Petrol	Automatic	4.5	134,056	41,563	8,334	High
i3	2,016	Middle East	Blue	Petrol	Automatic	2.2	136,548	45,423	4,390	Low
i8	2,018	Middle East	Silver	Petrol	Automatic	1.7	29,530	39,075	4,885	Low
i8	2,017	Africa	Silver	Diesel	Manual	1.5	172,881	66,095	4,952	Low
i8	2,012	South America	Black	Electric	Manual	2.3	100,341	43,430	9,185	High
X5	2,024	Europe	Silver	Diesel	Manual	1.7	157,980	96,379	8,030	High
M3	2,022	Africa	White	Diesel	Automatic	2.8	165,191	54,753	9,770	High
5 Series	2,011	Asia	Silver	Hybrid	Automatic	3	70,743	117,477	8,675	High
X5	2,022	Middle East	Red	Petrol	Automatic	3.2	18,569	41,114	8,733	High
M5	2,019	North America	Red	Diesel	Automatic	2	121,062	45,935	3,208	Low
M3	2,016	Europe	Silver	Petrol	Manual	3.1	89,851	49,146	7,657	High
3 Series	2,016	North America	Grey	Diesel	Manual	1.5	179,931	82,451	7,503	High
X3	2,018	North America	Black	Hybrid	Automatic	2.3	163,778	68,222	7,654	High
X1	2,014	Africa	Grey	Hybrid	Manual	2.8	33,769	94,727	2,124	Low
X6	2,013	Europe	Silver	Electric	Automatic	1.9	153,583	89,958	9,712	High
X1	2,017	South America	White	Electric	Manual	4.3	147,251	63,056	5,301	Low
M5	2,023	Africa	Blue	Electric	Automatic	2.2	66,114	50,955	5,221	Low
i3	2,013	Asia	Silver	Diesel	Automatic	4.1	97,814	99,891	6,591	Low
X5	2,013	North America	Grey	Petrol	Manual	3.2	20,634	37,119	2,798	Low
M5	2,021	South America	Silver	Electric	Automatic	3.2	46,633	60,859	1,192	Low
7 Series	2,023	Africa	Silver	Hybrid	Manual	3.8	165,399	87,645	2,100	Low
5 Series	2,021	Africa	Silver	Diesel	Manual	1.7	172,350	91,268	5,986	Low
7 Series	2,011	Europe	White	Diesel	Automatic	1.8	110,442	94,409	2,574	Low
X6	2,022	Africa	Blue	Hybrid	Manual	2.6	7,175	85,240	300	Low
i8	2,024	South America	Black	Diesel	Manual	3	112,007	43,971	4,198	Low
X6	2,010	South America	Red	Electric	Automatic	3	7,598	95,393	9,372	High
i3	2,013	Africa	Red	Hybrid	Manual	3.9	121,888	95,065	3,470	Low
7 Series	2,016	North America	Red	Hybrid	Manual	1.5	28,031	103,796	4,089	Low
5 Series	2,021	South America	Grey	Hybrid	Automatic	4.9	160,777	119,075	2,894	Low
3 Series	2,018	Africa	Blue	Diesel	Automatic	2.1	101,743	110,010	2,994	Low
X5	2,018	Africa	Blue	Hybrid	Automatic	2.4	32,394	47,604	9,510	High
X3	2,021	Europe	Red	Electric	Manual	4.7	91,609	48,127	3,819	Low
X3	2,019	Middle East	Black	Hybrid	Automatic	1.5	128,507	95,419	1,329	Low
X3	2,024	South America	Blue	Petrol	Manual	5	57,394	93,588	6,202	Low
i3	2,010	North America	White	Petrol	Manual	1.6	99,296	65,041	3,113	Low
X1	2,014	Asia	White	Diesel	Automatic	1.9	28,487	95,685	2,419	Low
X3	2,016	Middle East	White	Petrol	Manual	2.3	6,812	51,518	1,041	Low
i3	2,022	South America	Grey	Diesel	Manual	3	40,397	50,066	4,021	Low
5 Series	2,016	Asia	Red	Diesel	Automatic	3.3	176,723	39,283	3,340	Low
X6	2,019	South America	Black	Diesel	Automatic	1.9	175,733	95,143	4,601	Low
7 Series	2,015	Africa	White	Diesel	Automatic	1.8	87,175	116,473	4,385	Low
7 Series	2,020	Europe	Silver	Hybrid	Automatic	1.6	124,672	70,160	3,007	Low
M3	2,019	Asia	Silver	Electric	Manual	2.4	28,442	108,155	4,196	Low
X5	2,013	Africa	Grey	Hybrid	Manual	4.7	66,766	66,090	6,641	Low
M5	2,012	Europe	Blue	Electric	Automatic	2.9	27,506	72,318	3,050	Low
M5	2,021	Africa	Blue	Petrol	Automatic	4.2	122,032	105,874	1,789	Low
i8	2,022	South America	Black	Petrol	Manual	2.2	84,755	92,127	8,924	High
i8	2,018	Asia	Silver	Hybrid	Manual	1.7	26,845	45,830	8,121	High
i8	2,024	Asia	Grey	Petrol	Manual	3.4	142,196	94,927	2,158	Low
M5	2,021	Asia	White	Hybrid	Manual	4.4	8,238	79,903	1,887	Low
7 Series	2,022	Europe	Red	Electric	Automatic	4.6	191,948	46,856	3,207	Low
i8	2,019	South America	Red	Hybrid	Automatic	3.4	153,061	98,292	6,193	Low
X1	2,013	Africa	Blue	Diesel	Manual	2.5	19,650	92,905	8,974	High
3 Series	2,017	Africa	Silver	Hybrid	Manual	1.9	153,213	81,624	8,201	High
5 Series	2,022	Asia	Black	Hybrid	Automatic	3.8	23,793	117,838	8,663	High
X3	2,010	North America	Silver	Electric	Automatic	2.5	17,484	110,303	2,800	Low
M5	2,016	North America	White	Hybrid	Manual	4.5	40,014	56,153	8,065	High
X6	2,021	Middle East	Grey	Diesel	Manual	3.6	187,703	76,605	627	Low

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