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
3 Series	2,012	Asia	Blue	Petrol	Manual	2.1	99,217	92,127	7,901	High
M3	2,013	Europe	Grey	Petrol	Manual	4.4	137,066	115,732	6,794	Low
X1	2,019	Europe	Black	Hybrid	Manual	3.3	81,388	82,506	4,977	Low
i8	2,018	Europe	Red	Petrol	Manual	1.8	52,104	88,430	9,644	High
M5	2,024	Europe	Grey	Petrol	Manual	4.1	128,598	42,137	8,955	High
X6	2,015	Europe	Silver	Hybrid	Automatic	4.6	35,481	36,881	6,201	Low
M3	2,024	Middle East	Silver	Electric	Automatic	2.1	112,682	62,132	1,506	Low
5 Series	2,024	Africa	White	Diesel	Automatic	4	125,472	41,049	9,680	High
X6	2,014	Asia	Grey	Petrol	Automatic	3.1	115,727	55,303	5,012	Low
X1	2,012	South America	Red	Petrol	Automatic	4.1	124,754	77,043	6,150	Low
X3	2,018	Middle East	Red	Hybrid	Manual	4	137,887	89,736	3,125	Low
7 Series	2,014	Africa	Grey	Hybrid	Manual	1.6	171,637	64,195	6,524	Low
i8	2,014	Africa	Red	Diesel	Manual	2.1	107,018	80,133	8,436	High
X1	2,023	Middle East	Red	Petrol	Automatic	3.1	45,671	33,615	9,338	High
3 Series	2,013	Africa	Black	Petrol	Automatic	4.8	48,750	39,953	2,115	Low
7 Series	2,023	North America	Grey	Electric	Manual	2.7	114,175	74,370	6,750	Low
i3	2,013	Middle East	Grey	Petrol	Manual	3.7	49,893	85,037	7,189	High
i3	2,021	South America	Blue	Electric	Automatic	1.5	70,411	107,312	5,257	Low
7 Series	2,010	North America	Blue	Diesel	Automatic	4	3,144	55,424	5,658	Low
X5	2,016	Europe	Silver	Petrol	Manual	3.6	65,329	113,817	9,637	High
i3	2,018	Africa	White	Diesel	Automatic	4	104,775	109,313	6,620	Low
7 Series	2,012	Europe	Red	Petrol	Manual	4.7	30,202	57,176	4,969	Low
X1	2,021	North America	Grey	Petrol	Automatic	2	48,339	109,334	3,806	Low
7 Series	2,022	North America	White	Diesel	Automatic	2.4	181,855	64,287	4,671	Low
X5	2,024	South America	Grey	Petrol	Automatic	5	104,566	112,186	5,035	Low
X1	2,011	Asia	Blue	Hybrid	Manual	2	32,644	77,436	8,935	High
3 Series	2,012	Asia	Silver	Hybrid	Automatic	4	127,262	98,935	5,577	Low
5 Series	2,010	South America	Silver	Diesel	Manual	4	98,325	35,855	8,741	High
3 Series	2,015	Middle East	Red	Petrol	Automatic	3.9	27,603	54,631	950	Low
M5	2,020	South America	Red	Electric	Manual	2.3	45,176	77,788	4,899	Low
X5	2,020	North America	Red	Hybrid	Manual	2.3	128,075	44,523	6,746	Low
X1	2,016	North America	Blue	Hybrid	Manual	3.8	128,082	103,099	2,760	Low
i8	2,020	Europe	Blue	Hybrid	Manual	2.2	2,404	49,206	7,270	High
7 Series	2,020	South America	Red	Petrol	Manual	3.8	175,363	43,271	7,811	High
X3	2,011	Europe	Black	Hybrid	Automatic	3.2	78,493	114,514	9,342	High
M3	2,017	Europe	Red	Diesel	Automatic	2.9	129,174	52,784	204	Low
5 Series	2,023	Asia	Grey	Electric	Automatic	2.6	50,105	37,719	6,239	Low
X6	2,015	Middle East	Red	Diesel	Automatic	4.8	113,428	39,070	6,862	Low
M3	2,023	Africa	Blue	Electric	Automatic	3.3	176,053	48,299	8,654	High
X3	2,013	Middle East	Grey	Diesel	Manual	3.5	105,402	107,991	2,261	Low
7 Series	2,014	South America	Grey	Diesel	Manual	4.8	151,364	93,596	1,111	Low
i3	2,017	Asia	White	Electric	Automatic	3.8	102,918	111,798	1,945	Low
M5	2,023	Middle East	White	Electric	Manual	4.9	69,195	90,367	1,934	Low
M5	2,012	Middle East	White	Diesel	Manual	1.9	10,344	94,928	9,114	High
5 Series	2,012	Middle East	Grey	Petrol	Manual	4.5	57,546	69,168	3,045	Low
5 Series	2,023	Europe	White	Petrol	Manual	2.7	171,565	83,398	8,317	High
M5	2,024	Africa	Grey	Petrol	Automatic	4.3	102,395	64,943	8,818	High
X3	2,023	North America	Grey	Petrol	Manual	4.5	1,830	90,285	8,612	High
X5	2,020	North America	Grey	Hybrid	Automatic	2.5	155,842	108,818	7,647	High
M5	2,013	North America	Grey	Diesel	Automatic	2.9	121,154	77,029	3,861	Low
X3	2,010	Europe	Blue	Diesel	Automatic	4	132,710	111,180	7,409	High
7 Series	2,018	North America	Black	Electric	Manual	1.8	174,048	34,197	8,480	High
7 Series	2,017	Europe	Silver	Petrol	Manual	4.1	117,469	45,813	6,092	Low
7 Series	2,017	Middle East	White	Diesel	Manual	1.9	164,515	70,547	6,946	Low
7 Series	2,023	Europe	Silver	Hybrid	Automatic	4.7	35,714	114,319	2,579	Low
7 Series	2,019	North America	Red	Hybrid	Automatic	2.5	38,341	86,584	5,931	Low
M3	2,015	Europe	Blue	Petrol	Automatic	3.5	87,903	67,395	4,591	Low
i3	2,016	Asia	Red	Hybrid	Automatic	1.9	52,293	105,227	789	Low
X3	2,015	Europe	Blue	Hybrid	Manual	2.4	45,751	117,133	6,175	Low
M3	2,018	North America	Grey	Electric	Automatic	2.9	170,602	71,668	6,159	Low
i3	2,012	North America	White	Diesel	Automatic	3.2	89,155	33,333	9,301	High
5 Series	2,023	South America	Silver	Electric	Manual	1.5	19,596	71,158	126	Low
M5	2,012	South America	Blue	Petrol	Manual	4.6	158,640	104,754	1,052	Low
7 Series	2,012	Middle East	Red	Petrol	Automatic	1.5	193,274	110,659	2,814	Low
3 Series	2,019	Asia	Black	Hybrid	Manual	4.2	99,562	97,801	9,662	High
X5	2,012	South America	White	Diesel	Manual	3.1	50,114	91,796	2,697	Low
X3	2,018	North America	Red	Diesel	Manual	3.3	103,778	114,675	5,165	Low
3 Series	2,021	South America	Silver	Petrol	Manual	2.2	70,123	99,425	3,675	Low
X1	2,013	South America	White	Hybrid	Automatic	3.6	174,894	114,368	8,727	High
X6	2,022	North America	Silver	Diesel	Automatic	3.4	192,079	35,479	7,955	High
7 Series	2,016	South America	White	Diesel	Manual	2.1	37,911	119,229	2,523	Low
i3	2,023	South America	Blue	Diesel	Automatic	2.3	122,519	75,472	1,854	Low
M5	2,024	Asia	Red	Diesel	Manual	1.7	104,813	44,925	7,824	High
M5	2,018	Europe	Blue	Hybrid	Automatic	1.7	194,199	78,942	8,383	High
X1	2,020	Africa	Silver	Petrol	Automatic	1.5	199,909	96,410	3,802	Low
X5	2,021	Asia	Silver	Diesel	Manual	2.3	84,804	78,106	9,023	High
5 Series	2,016	Africa	Blue	Hybrid	Automatic	3.9	90,611	63,463	1,922	Low
7 Series	2,018	Asia	Grey	Diesel	Automatic	2.6	160,914	78,608	4,692	Low
X6	2,021	Africa	Blue	Electric	Manual	2.7	14,936	98,109	6,867	Low
i3	2,012	North America	Grey	Petrol	Automatic	2	180,160	119,116	7,957	High
i3	2,024	Middle East	Black	Diesel	Manual	3.5	136,391	81,863	4,484	Low
M5	2,013	Middle East	Blue	Diesel	Automatic	2.7	61,251	58,187	1,079	Low
M5	2,023	North America	Red	Hybrid	Manual	3.9	164,087	85,651	9,828	High
X3	2,017	North America	Silver	Electric	Automatic	4.1	113,134	75,879	3,351	Low
5 Series	2,015	Africa	Silver	Diesel	Automatic	3.5	73,712	112,818	3,376	Low
X1	2,014	Africa	Black	Hybrid	Automatic	2.5	105,349	56,725	532	Low
i3	2,022	Middle East	Blue	Petrol	Automatic	3.3	43,627	90,803	7,663	High
i3	2,013	Middle East	White	Hybrid	Automatic	2.4	140,991	35,623	6,753	Low
3 Series	2,017	Asia	Black	Diesel	Automatic	4.7	184,048	108,879	4,300	Low
X6	2,010	South America	Red	Electric	Manual	4.2	73,191	116,770	8,496	High
X6	2,023	North America	Black	Petrol	Automatic	3.2	174,688	56,805	8,730	High
X5	2,018	South America	Red	Petrol	Manual	4.9	147,172	117,412	3,596	Low
X5	2,010	Europe	Grey	Diesel	Automatic	3.4	28,425	50,680	868	Low
X3	2,017	Africa	White	Electric	Manual	2.6	113,397	94,169	4,269	Low
7 Series	2,013	Middle East	Grey	Electric	Automatic	1.8	48,791	70,428	484	Low
i8	2,018	Europe	Red	Diesel	Automatic	3.4	160,995	95,209	6,068	Low
7 Series	2,023	Africa	Grey	Electric	Manual	4.5	35,374	97,297	1,571	Low
3 Series	2,020	Africa	Blue	Hybrid	Automatic	4.5	177,751	82,064	9,230	High
M5	2,014	Asia	White	Diesel	Automatic	3.6	163,535	44,116	5,468	Low
X1	2,012	Europe	Red	Hybrid	Manual	2.9	128,814	107,178	2,014	Low

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