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
X5	2,019	Asia	Red	Hybrid	Automatic	2.8	141,008	50,592	2,127	Low
M3	2,016	South America	Black	Petrol	Manual	2.3	157,432	62,202	544	Low
X3	2,015	Middle East	Black	Petrol	Automatic	4.5	60,396	65,266	5,243	Low
X5	2,021	Asia	Black	Electric	Automatic	2.2	18,769	103,736	1,897	Low
i8	2,024	South America	Black	Electric	Manual	3.9	159,081	47,358	617	Low
5 Series	2,024	North America	White	Petrol	Manual	1.6	173,940	75,468	854	Low
5 Series	2,020	Africa	White	Diesel	Manual	1.6	171,891	98,499	8,894	High
X5	2,018	Europe	White	Electric	Manual	3.1	96,000	106,979	3,958	Low
M5	2,020	Africa	White	Hybrid	Automatic	3.8	26,256	117,354	6,534	Low
i8	2,019	Europe	Red	Petrol	Manual	2	33,439	33,105	7,560	High
X6	2,014	Europe	Silver	Diesel	Manual	4.2	87,335	82,024	7,958	High
M3	2,018	South America	Silver	Diesel	Manual	2	89,456	42,875	2,560	Low
X5	2,018	North America	Silver	Hybrid	Manual	3.4	188,404	63,832	702	Low
3 Series	2,022	Asia	Blue	Hybrid	Manual	2.6	13,993	33,452	4,608	Low
5 Series	2,010	South America	Silver	Electric	Manual	4.1	73,886	102,442	455	Low
5 Series	2,014	Europe	Red	Diesel	Manual	4.3	101,989	86,794	1,537	Low
X3	2,018	Asia	Black	Hybrid	Manual	1.7	125,734	95,769	2,235	Low
X3	2,016	Africa	Silver	Electric	Manual	2.2	131,482	72,230	1,500	Low
M3	2,015	South America	Red	Diesel	Automatic	4.6	191,668	115,498	3,725	Low
5 Series	2,015	North America	Blue	Hybrid	Automatic	3	154,488	63,342	6,146	Low
X3	2,020	North America	White	Diesel	Automatic	3.2	25,936	70,761	2,693	Low
M3	2,016	Asia	Black	Hybrid	Automatic	2.1	37,341	51,207	5,748	Low
X1	2,010	North America	Blue	Diesel	Manual	5	3,814	116,962	2,149	Low
M5	2,013	Asia	White	Hybrid	Manual	4.7	45,701	68,961	5,851	Low
5 Series	2,022	Africa	Grey	Diesel	Automatic	1.5	77,240	103,468	1,438	Low
M5	2,024	North America	Red	Diesel	Manual	3.4	99,018	43,837	2,203	Low
X3	2,010	Africa	Silver	Petrol	Manual	4.6	35,717	79,315	8,284	High
5 Series	2,015	Africa	White	Electric	Automatic	3	166,109	106,864	4,465	Low
i8	2,023	South America	Black	Diesel	Automatic	3	131,153	72,119	1,738	Low
3 Series	2,022	Asia	Grey	Electric	Automatic	2.8	164,648	57,797	7,043	High
i8	2,013	Asia	Silver	Diesel	Manual	1.6	4,483	37,148	9,324	High
3 Series	2,010	North America	White	Petrol	Manual	4.3	50,655	53,163	8,164	High
i8	2,018	Africa	White	Electric	Automatic	3.1	78,344	77,627	507	Low
7 Series	2,021	Asia	Red	Hybrid	Manual	3.4	106,562	39,178	2,619	Low
M5	2,013	Middle East	White	Petrol	Automatic	2.4	124,442	46,220	3,836	Low
i8	2,021	Europe	Grey	Diesel	Manual	4.2	8,237	62,518	7,304	High
X5	2,015	Asia	Blue	Petrol	Manual	4.3	37,338	115,661	9,209	High
i3	2,022	North America	Red	Hybrid	Manual	3.4	103,607	63,266	8,358	High
i8	2,016	Asia	White	Diesel	Automatic	4.7	9,400	61,999	7,693	High
M5	2,017	North America	Black	Petrol	Manual	1.9	184,189	82,810	8,555	High
M5	2,021	Europe	Red	Hybrid	Automatic	4.3	57,967	39,908	1,275	Low
i8	2,022	Middle East	Black	Hybrid	Manual	3.5	97,927	93,589	6,862	Low
X1	2,020	Africa	Grey	Hybrid	Manual	2.3	92,173	101,033	3,874	Low
3 Series	2,018	Africa	Silver	Petrol	Manual	2	131,428	61,007	6,586	Low
X1	2,018	Asia	Grey	Hybrid	Manual	2.6	70,172	42,565	6,313	Low
i3	2,017	Europe	Silver	Petrol	Automatic	4.5	118,658	82,982	1,429	Low
M5	2,019	North America	Grey	Hybrid	Automatic	4.3	43,479	57,365	5,153	Low
i8	2,020	Asia	White	Petrol	Automatic	3.8	187,278	95,388	9,508	High
X5	2,024	Asia	Silver	Electric	Automatic	1.8	175,460	90,456	7,854	High
X3	2,021	Europe	White	Electric	Manual	4.8	124,045	35,901	9,985	High
X3	2,021	Middle East	White	Diesel	Automatic	2.6	7,015	87,778	1,607	Low
7 Series	2,024	Asia	Black	Petrol	Automatic	3.6	147,934	99,761	8,501	High
X3	2,023	Asia	Red	Diesel	Manual	4.3	155,402	75,435	5,550	Low
i3	2,012	North America	Red	Hybrid	Manual	2	38,268	105,366	2,914	Low
M5	2,021	Middle East	Grey	Diesel	Automatic	3.8	91,328	86,591	2,155	Low
M5	2,011	South America	White	Diesel	Automatic	1.6	137,277	72,518	2,408	Low
X6	2,014	Middle East	Grey	Petrol	Manual	1.9	139,924	39,370	8,592	High
X3	2,010	Africa	Blue	Electric	Manual	4	59,489	60,387	6,046	Low
5 Series	2,012	Europe	Blue	Diesel	Manual	2	125,506	102,143	6,088	Low
i8	2,010	North America	Grey	Petrol	Automatic	3.1	12,550	92,950	4,596	Low
i8	2,022	Africa	Grey	Petrol	Manual	2.4	191,966	111,037	4,878	Low
X3	2,012	Europe	Black	Diesel	Automatic	3	98,137	103,304	6,915	Low
X3	2,022	Europe	Grey	Petrol	Manual	1.8	177,942	33,210	3,701	Low
5 Series	2,013	North America	White	Hybrid	Manual	4.1	112,082	107,612	6,904	Low
M5	2,016	North America	Silver	Electric	Automatic	1.8	113,782	34,640	408	Low
M5	2,021	Middle East	Grey	Hybrid	Manual	4.4	125,257	104,975	1,716	Low
M5	2,024	Middle East	Black	Hybrid	Manual	3.8	116,523	95,896	7,229	High
X1	2,021	Asia	Silver	Diesel	Manual	3	124,088	90,531	2,648	Low
X5	2,014	Middle East	Grey	Hybrid	Automatic	4.5	57,965	60,739	7,090	High
i3	2,014	South America	Grey	Petrol	Manual	2.2	2,581	83,664	6,066	Low
i8	2,022	South America	Blue	Hybrid	Manual	2.4	196,566	60,827	6,553	Low
3 Series	2,010	South America	Red	Diesel	Manual	2	10,342	106,885	1,513	Low
7 Series	2,017	South America	Grey	Petrol	Automatic	2.8	192,524	107,428	5,590	Low
X3	2,022	South America	Red	Diesel	Automatic	5	184,652	41,136	2,488	Low
X3	2,013	Europe	Black	Electric	Manual	2.1	175,388	64,217	4,837	Low
M5	2,019	South America	Grey	Petrol	Automatic	4.4	66,476	33,768	4,176	Low
M5	2,014	South America	White	Petrol	Manual	3.8	177,147	55,990	4,950	Low
X5	2,011	Asia	White	Electric	Manual	1.6	195,717	87,415	3,892	Low
i3	2,024	Africa	White	Diesel	Automatic	4.8	12,832	85,495	3,663	Low
M5	2,021	Asia	Silver	Petrol	Automatic	4.9	164,124	83,337	8,417	High
X5	2,022	Europe	Red	Diesel	Manual	4.7	55,122	109,831	9,040	High
i8	2,010	Europe	Grey	Hybrid	Manual	3.3	107,295	76,584	7,998	High
7 Series	2,018	Africa	Red	Hybrid	Manual	2.3	190,356	35,954	4,890	Low
7 Series	2,024	North America	Silver	Electric	Manual	2.9	69,304	78,838	3,454	Low
X5	2,011	Asia	Black	Petrol	Manual	3.6	172,304	69,882	8,609	High
i8	2,015	Europe	Grey	Hybrid	Manual	2.8	183,905	30,933	5,498	Low
X1	2,010	Middle East	Black	Petrol	Manual	4	171,474	64,833	8,470	High
M5	2,010	North America	White	Electric	Manual	4.3	57,148	100,873	2,034	Low
M5	2,018	North America	Blue	Hybrid	Automatic	2.2	20,298	63,287	3,520	Low
X3	2,013	Asia	Grey	Electric	Automatic	2.9	169,019	106,730	5,644	Low
X3	2,018	Africa	Grey	Hybrid	Manual	4.9	160,419	94,059	2,140	Low
5 Series	2,020	South America	Black	Diesel	Manual	2.4	181,621	35,787	2,420	Low
5 Series	2,014	Middle East	Red	Petrol	Manual	2.7	59,030	115,421	7,657	High
7 Series	2,016	Europe	Silver	Hybrid	Automatic	1.6	87,806	101,162	7,317	High
3 Series	2,010	Asia	Black	Hybrid	Manual	2.7	80,214	60,860	8,806	High
i8	2,015	Middle East	Silver	Electric	Manual	2.8	109,921	75,238	9,085	High
X1	2,017	Asia	White	Electric	Manual	1.8	77,200	92,998	4,799	Low
7 Series	2,023	South America	White	Hybrid	Automatic	1.5	162,060	31,355	6,455	Low
X6	2,010	Asia	White	Hybrid	Manual	3.5	28,383	108,114	9,002	High
X3	2,018	Asia	Red	Petrol	Automatic	2.6	136,453	65,882	8,322	High

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