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
X3	2,015	Africa	Red	Hybrid	Manual	1.9	183,055	39,485	5,320	Low
X5	2,020	Middle East	Grey	Petrol	Automatic	2.3	57,769	43,854	3,858	Low
i3	2,022	Africa	Blue	Petrol	Automatic	1.9	196,149	119,534	5,920	Low
X1	2,024	Middle East	Grey	Diesel	Automatic	2.7	45,263	92,804	6,830	Low
M3	2,019	Middle East	Black	Hybrid	Manual	1.9	183,668	110,736	2,883	Low
X3	2,013	Middle East	Silver	Petrol	Automatic	3.8	111,583	100,806	6,210	Low
M5	2,015	Africa	Silver	Hybrid	Automatic	4	159,498	119,693	6,023	Low
X5	2,011	Middle East	White	Hybrid	Automatic	2.1	194,497	115,910	9,329	High
M3	2,014	Asia	Silver	Diesel	Automatic	3.7	153,530	109,601	2,070	Low
X3	2,020	Middle East	Grey	Electric	Manual	1.6	94,924	72,278	8,143	High
X3	2,018	Africa	Red	Electric	Manual	3	146,692	47,384	9,213	High
5 Series	2,017	South America	Grey	Hybrid	Manual	2.5	176,588	77,796	1,049	Low
i3	2,012	Asia	Silver	Petrol	Automatic	5	124,350	88,261	556	Low
i8	2,010	Africa	Red	Electric	Manual	4.7	136,796	49,322	963	Low
X1	2,019	Europe	Blue	Diesel	Automatic	2	116,349	73,269	9,764	High
M3	2,012	Africa	Silver	Petrol	Manual	4.7	79,609	32,746	1,437	Low
3 Series	2,017	North America	Silver	Electric	Automatic	3	95,111	103,859	812	Low
M3	2,020	North America	Silver	Hybrid	Automatic	3.5	188,115	91,567	948	Low
i3	2,012	North America	Silver	Electric	Automatic	3.4	83,952	101,531	1,069	Low
i3	2,014	Middle East	Grey	Electric	Manual	4	195,330	33,785	1,087	Low
M5	2,011	Africa	Red	Diesel	Manual	2.7	132,968	65,941	1,246	Low
i3	2,024	North America	Silver	Petrol	Automatic	1.7	48,261	58,643	2,635	Low
X3	2,010	South America	Red	Petrol	Manual	3	122,066	58,299	4,583	Low
X5	2,020	Middle East	White	Diesel	Manual	3.4	30,155	45,610	7,676	High
X5	2,019	North America	Grey	Petrol	Manual	3.4	172,993	103,988	4,963	Low
i3	2,024	South America	Grey	Diesel	Manual	4.3	171,496	34,583	7,922	High
X3	2,023	Africa	Red	Diesel	Manual	1.7	104,803	93,461	3,406	Low
M5	2,014	Europe	Blue	Diesel	Manual	5	193,203	89,077	4,768	Low
5 Series	2,014	North America	Silver	Hybrid	Manual	5	79,140	118,034	106	Low
7 Series	2,015	Middle East	Grey	Hybrid	Automatic	1.8	33,788	101,018	9,430	High
X1	2,011	North America	Grey	Petrol	Manual	2.7	144,871	90,952	2,483	Low
X1	2,018	Europe	Black	Hybrid	Manual	3.6	81,203	42,390	6,074	Low
i8	2,011	Europe	Black	Diesel	Manual	2.8	40,482	44,010	2,263	Low
5 Series	2,011	Europe	Grey	Diesel	Automatic	3.2	148,328	81,655	6,491	Low
X3	2,021	Middle East	Black	Electric	Manual	2.6	153,260	101,183	9,832	High
X6	2,024	Middle East	Grey	Petrol	Manual	4	52,784	86,230	6,268	Low
M3	2,014	Middle East	Blue	Electric	Automatic	2.8	40,231	100,814	8,238	High
X5	2,018	Africa	White	Petrol	Automatic	3	25,977	31,843	4,805	Low
X3	2,013	South America	White	Electric	Manual	3.5	67,591	59,416	1,474	Low
i3	2,015	North America	Red	Diesel	Manual	4.9	138,382	92,653	6,701	Low
3 Series	2,011	South America	Red	Diesel	Manual	3.7	55,849	77,871	2,643	Low
X3	2,023	Africa	Blue	Petrol	Manual	1.8	138,326	67,606	399	Low
M5	2,022	Middle East	Black	Diesel	Manual	2.6	90,723	108,955	8,606	High
M3	2,013	Middle East	White	Electric	Automatic	3	109,808	117,318	5,546	Low
X3	2,024	Europe	Grey	Petrol	Manual	4.1	107,634	116,568	410	Low
5 Series	2,021	Middle East	Black	Petrol	Automatic	3.1	173,067	112,693	688	Low
X6	2,018	Europe	Grey	Electric	Automatic	3.8	158,259	52,905	3,575	Low
i3	2,024	Middle East	White	Diesel	Automatic	4.4	40,119	76,915	2,884	Low
X1	2,011	North America	Blue	Diesel	Manual	1.9	161,105	52,712	8,810	High
X5	2,010	North America	Black	Petrol	Automatic	4.2	50,103	80,360	3,776	Low
X6	2,013	Europe	Grey	Diesel	Manual	4.1	100,409	55,711	7,234	High
X5	2,024	Asia	Silver	Electric	Manual	4.4	21,684	62,418	1,655	Low
i8	2,013	Europe	White	Diesel	Manual	4.8	65,437	75,072	2,276	Low
X1	2,010	Asia	Red	Diesel	Manual	2.6	124,123	110,293	3,075	Low
X6	2,013	South America	Blue	Hybrid	Automatic	3	29,353	46,758	1,480	Low
i3	2,024	Africa	Silver	Hybrid	Automatic	2.4	120,263	49,881	6,438	Low
X1	2,012	South America	White	Diesel	Automatic	2.6	68,045	105,288	261	Low
X1	2,022	Middle East	Silver	Diesel	Manual	2.7	60,736	115,946	1,636	Low
X3	2,011	South America	Grey	Petrol	Automatic	4.5	143,706	86,604	2,080	Low
X3	2,022	Middle East	Grey	Hybrid	Manual	1.7	38,817	42,805	3,997	Low
7 Series	2,019	South America	White	Electric	Automatic	2.2	19,655	79,114	8,405	High
X6	2,024	South America	White	Diesel	Automatic	3.6	101,833	85,211	8,429	High
i3	2,013	Africa	Silver	Petrol	Manual	4.2	183,486	102,185	3,589	Low
X3	2,017	Middle East	Black	Electric	Automatic	3.9	87,099	97,653	1,156	Low
X1	2,016	South America	Grey	Hybrid	Manual	1.7	21,604	111,719	7,302	High
M3	2,018	North America	Black	Diesel	Manual	3.1	183,104	50,635	2,537	Low
X1	2,017	South America	White	Electric	Automatic	2.1	167,517	73,353	7,365	High
X3	2,010	North America	Red	Diesel	Automatic	5	163,928	92,328	5,701	Low
i8	2,021	Africa	Blue	Petrol	Automatic	5	29,748	70,717	8,419	High
7 Series	2,011	Europe	White	Hybrid	Manual	1.7	175,193	76,579	3,109	Low
7 Series	2,021	Asia	Grey	Diesel	Manual	3.8	8,255	78,446	1,484	Low
X6	2,011	South America	Grey	Petrol	Automatic	4.3	195,901	39,403	8,627	High
M3	2,021	Africa	Silver	Diesel	Automatic	2.6	177,425	117,767	9,718	High
5 Series	2,017	Africa	Grey	Diesel	Manual	3.9	80,009	107,368	1,774	Low
7 Series	2,021	Africa	Silver	Hybrid	Automatic	2.2	172,806	109,666	4,961	Low
X5	2,013	Middle East	Grey	Hybrid	Automatic	1.9	51,785	46,320	8,491	High
i3	2,018	Africa	Silver	Electric	Manual	4.7	151,749	99,715	5,869	Low
X6	2,011	Europe	White	Hybrid	Automatic	3.7	33,411	52,397	2,746	Low
5 Series	2,023	Asia	Black	Diesel	Automatic	4.4	83,721	60,509	6,733	Low
X1	2,013	Asia	White	Petrol	Automatic	3.4	137,960	79,534	1,527	Low
X6	2,022	Africa	Grey	Petrol	Manual	2	145,882	115,727	5,368	Low
3 Series	2,022	Africa	White	Petrol	Automatic	2.8	16,764	87,621	1,601	Low
X3	2,024	Europe	Silver	Petrol	Automatic	4.6	179,935	37,666	151	Low
X1	2,024	Europe	Black	Hybrid	Manual	1.6	59,446	73,825	5,406	Low
i8	2,010	Africa	Black	Hybrid	Automatic	2.2	149,445	33,905	1,693	Low
7 Series	2,012	South America	Silver	Petrol	Manual	2.4	94,492	94,901	7,041	High
3 Series	2,015	Europe	Red	Electric	Manual	2.4	112,038	72,747	3,063	Low
X6	2,018	Middle East	Grey	Hybrid	Manual	1.8	76,510	108,720	7,311	High
X3	2,020	Africa	White	Electric	Automatic	4.5	5,943	94,676	3,809	Low
M3	2,010	Asia	White	Diesel	Manual	2.1	38,020	87,728	3,988	Low
7 Series	2,024	North America	Red	Diesel	Automatic	4.4	57,796	91,919	1,487	Low
i3	2,014	Middle East	Grey	Petrol	Manual	2.7	57,235	114,120	9,454	High
X5	2,021	Europe	Red	Hybrid	Manual	3.1	69,873	117,529	1,479	Low
M5	2,011	Europe	Silver	Electric	Automatic	3.1	193,349	40,680	6,327	Low
X5	2,016	Asia	Silver	Petrol	Automatic	4	159,643	113,313	6,194	Low
M3	2,013	South America	White	Diesel	Automatic	4.1	197,323	39,723	9,753	High
X3	2,014	South America	Black	Hybrid	Automatic	3.7	182,943	98,417	3,510	Low
X3	2,017	North America	Silver	Petrol	Manual	4.2	1,571	85,976	404	Low
M5	2,011	Asia	Red	Hybrid	Manual	1.5	136,725	89,013	2,841	Low
3 Series	2,012	Asia	Silver	Diesel	Automatic	3.3	169,437	64,731	1,010	Low

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