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	2,022	North America	Red	Hybrid	Manual	1.8	169,987	115,733	6,818	Low
i8	2,020	Africa	Black	Hybrid	Manual	2	46,117	83,823	3,016	Low
X5	2,021	Middle East	Grey	Electric	Automatic	4.7	52,103	65,715	3,442	Low
i8	2,022	Asia	Blue	Electric	Manual	4	145,721	75,417	861	Low
7 Series	2,013	North America	Blue	Diesel	Manual	2.9	71,399	85,192	3,325	Low
X3	2,022	Asia	White	Petrol	Automatic	1.7	137,111	88,530	5,578	Low
M3	2,019	Africa	Black	Diesel	Automatic	4.2	78,878	59,473	3,451	Low
7 Series	2,023	Europe	Red	Petrol	Automatic	3.2	198,394	65,586	262	Low
7 Series	2,014	South America	Grey	Diesel	Manual	2.6	8,188	65,558	8,839	High
5 Series	2,013	Middle East	White	Diesel	Manual	2.8	186,189	83,078	4,966	Low
M3	2,010	Middle East	Silver	Hybrid	Manual	3.3	90,694	51,527	4,719	Low
i3	2,023	North America	Blue	Diesel	Manual	3.4	82,969	102,788	9,366	High
X6	2,016	Middle East	Grey	Diesel	Automatic	4.4	128,363	107,720	3,731	Low
X1	2,019	Europe	Blue	Diesel	Manual	4.2	69,202	119,051	1,856	Low
M5	2,020	Middle East	White	Hybrid	Manual	4.2	8,332	51,747	9,070	High
5 Series	2,011	Europe	Black	Diesel	Manual	4.1	5,946	105,618	3,190	Low
X5	2,019	South America	Silver	Petrol	Manual	4.2	54,964	76,865	463	Low
X6	2,012	Middle East	Black	Electric	Manual	3.9	125,158	105,641	9,024	High
i3	2,014	North America	Black	Diesel	Manual	4.5	4,645	80,813	776	Low
X3	2,017	Europe	Grey	Diesel	Manual	3.5	58,108	100,360	7,136	High
X1	2,019	Africa	White	Petrol	Automatic	3.3	4,564	60,621	970	Low
3 Series	2,017	North America	Black	Diesel	Manual	4	68,288	97,889	6,175	Low
3 Series	2,023	Africa	White	Diesel	Automatic	2.1	152,213	69,301	7,151	High
7 Series	2,011	North America	Red	Petrol	Automatic	4.2	160,318	58,563	3,082	Low
X3	2,018	Asia	White	Diesel	Automatic	4.8	103,515	56,233	2,236	Low
7 Series	2,015	Asia	Black	Petrol	Manual	2.5	92,368	98,380	5,065	Low
7 Series	2,018	Africa	Black	Petrol	Manual	3.6	153,660	82,005	5,910	Low
X5	2,023	Africa	Blue	Electric	Automatic	1.6	61,240	69,338	1,186	Low
5 Series	2,013	Asia	Red	Diesel	Automatic	4.2	144,475	96,408	4,713	Low
7 Series	2,012	Middle East	Grey	Petrol	Automatic	3.5	42,833	49,592	2,047	Low
5 Series	2,023	Africa	Red	Hybrid	Manual	3.9	142,880	108,723	4,654	Low
7 Series	2,023	Europe	White	Diesel	Manual	2	12,124	73,635	7,825	High
X6	2,014	Africa	Red	Hybrid	Manual	4.3	44,254	114,139	7,333	High
M5	2,014	Asia	Black	Electric	Automatic	2.4	137,739	71,865	2,854	Low
X5	2,013	North America	White	Electric	Manual	3.9	74,042	114,406	6,830	Low
i8	2,022	Europe	Red	Petrol	Manual	3.6	192,557	55,191	9,406	High
X6	2,016	Asia	Grey	Petrol	Manual	3.8	51,922	41,054	8,248	High
M5	2,017	Africa	Black	Hybrid	Manual	1.7	32,224	77,172	6,001	Low
i3	2,024	Middle East	Black	Petrol	Automatic	4.1	22,133	94,273	7,498	High
X6	2,014	North America	Black	Petrol	Automatic	4.3	27,741	85,317	6,735	Low
X1	2,024	Asia	Black	Diesel	Manual	3.2	66,821	112,195	700	Low
X5	2,018	Asia	Red	Petrol	Automatic	2.9	104,339	45,104	9,482	High
X3	2,016	Middle East	Silver	Petrol	Automatic	2.7	120,736	88,144	7,952	High
i3	2,022	North America	Red	Hybrid	Manual	4.7	13,596	96,400	8,476	High
X5	2,022	Africa	Grey	Diesel	Automatic	4.1	188,346	89,772	9,501	High
i3	2,016	Asia	Black	Petrol	Manual	3.9	145,652	57,522	499	Low
M3	2,017	Africa	Red	Electric	Manual	4.7	193,077	86,714	3,990	Low
i8	2,021	Europe	Blue	Hybrid	Manual	2.7	186,292	92,957	3,015	Low
i3	2,013	Middle East	Red	Petrol	Automatic	3.7	54,128	101,373	9,296	High
3 Series	2,019	North America	White	Electric	Automatic	3.9	75,938	46,258	9,305	High
X3	2,022	North America	White	Electric	Automatic	5	144,921	111,071	8,080	High
M5	2,022	Africa	White	Petrol	Automatic	3	58,788	92,253	6,436	Low
5 Series	2,015	North America	White	Petrol	Manual	2.9	15,258	92,959	2,254	Low
X1	2,014	South America	Silver	Diesel	Automatic	1.8	121,775	36,995	8,961	High
X1	2,010	Africa	Red	Hybrid	Manual	1.8	81,046	37,571	2,923	Low
5 Series	2,024	Europe	Red	Hybrid	Manual	3.3	119,077	114,746	8,882	High
i3	2,023	Middle East	Red	Petrol	Manual	2.1	121,585	80,078	1,112	Low
7 Series	2,022	South America	Red	Electric	Automatic	1.8	118,066	99,930	7,857	High
M3	2,018	North America	Grey	Hybrid	Automatic	4.9	135,530	80,667	3,996	Low
3 Series	2,011	Africa	Black	Petrol	Automatic	4.8	113,897	48,502	8,139	High
7 Series	2,015	Asia	Black	Petrol	Automatic	2.6	192,017	119,469	4,980	Low
M5	2,024	Africa	Red	Hybrid	Automatic	4.3	11,825	104,029	4,932	Low
M3	2,024	Europe	Blue	Petrol	Automatic	4.6	150,207	51,062	9,133	High
X3	2,017	South America	Silver	Electric	Manual	3.1	159,965	37,975	1,625	Low
X1	2,012	North America	Blue	Hybrid	Manual	2.3	64,502	65,621	8,236	High
X5	2,014	South America	Black	Hybrid	Manual	2	197,228	45,355	3,906	Low
X6	2,023	Middle East	White	Petrol	Automatic	2	187,455	51,764	9,632	High
7 Series	2,016	Asia	Grey	Electric	Manual	4.3	16,041	106,138	4,423	Low
5 Series	2,013	Europe	Silver	Petrol	Manual	2.8	129,024	51,119	9,123	High
i3	2,023	South America	White	Diesel	Automatic	3.9	193,708	87,655	476	Low
X6	2,021	Europe	Black	Petrol	Manual	3.4	94,800	87,480	9,077	High
5 Series	2,014	North America	Black	Petrol	Manual	2.9	93,348	98,414	8,023	High
7 Series	2,010	Africa	Silver	Diesel	Manual	1.9	20,037	109,205	8,909	High
5 Series	2,013	Middle East	Grey	Petrol	Manual	2.7	30,823	67,343	2,911	Low
i3	2,023	South America	Black	Electric	Automatic	4.4	114,160	99,180	2,662	Low
M3	2,023	Middle East	Black	Petrol	Automatic	4.3	173,931	97,836	6,042	Low
i8	2,016	Middle East	Blue	Electric	Manual	1.6	1,905	107,978	9,628	High
M5	2,021	Africa	Black	Electric	Automatic	2	165,352	42,680	2,306	Low
X1	2,019	South America	Grey	Electric	Automatic	4.1	23,672	85,378	843	Low
7 Series	2,016	Asia	Red	Electric	Manual	2.7	135,966	45,642	1,886	Low
X1	2,019	South America	White	Electric	Automatic	3.8	176,421	81,080	2,777	Low
M5	2,019	Europe	White	Electric	Automatic	3.5	173,333	119,645	1,725	Low
M5	2,013	Africa	Red	Diesel	Manual	3.8	69,844	41,070	8,394	High
7 Series	2,021	Middle East	Blue	Petrol	Manual	1.7	20,949	68,844	4,910	Low
i3	2,015	Middle East	Grey	Diesel	Automatic	4.8	159,404	36,440	2,779	Low
5 Series	2,022	Europe	Black	Petrol	Automatic	1.6	132,258	103,829	4,745	Low
5 Series	2,014	Asia	Red	Electric	Automatic	1.5	167,547	115,591	3,844	Low
M5	2,010	Europe	Grey	Petrol	Automatic	2.3	134,492	78,782	4,084	Low
X3	2,017	Europe	Silver	Electric	Manual	5	61,207	117,794	5,722	Low
3 Series	2,021	North America	Blue	Diesel	Manual	1.8	123,069	99,395	4,192	Low
X5	2,016	Europe	Silver	Diesel	Automatic	4.6	12,560	63,647	6,892	Low
M5	2,024	Middle East	Silver	Petrol	Manual	2.1	995	48,897	8,980	High
i8	2,014	Africa	Red	Hybrid	Automatic	1.9	121,772	114,748	2,671	Low
X5	2,022	Middle East	Grey	Electric	Automatic	4.2	116,799	106,557	8,717	High
X3	2,019	Asia	Red	Diesel	Automatic	4.5	163,633	69,000	8,307	High
M5	2,019	North America	Blue	Diesel	Automatic	4.3	103,931	99,883	3,654	Low
i3	2,016	Middle East	Silver	Electric	Automatic	2.3	108,054	84,938	818	Low
7 Series	2,024	Middle East	Silver	Electric	Manual	4.6	176,713	79,632	643	Low
X1	2,019	South America	Grey	Petrol	Automatic	1.8	162,676	32,029	3,111	Low
M3	2,012	South America	White	Electric	Manual	2.7	113,252	101,200	7,772	High

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