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	2,016	North America	White	Electric	Manual	2.4	104,214	60,850	6,025	Low
M3	2,017	Europe	Grey	Petrol	Automatic	1.7	51,891	119,016	4,421	Low
5 Series	2,017	North America	Silver	Petrol	Manual	2	52,369	66,592	7,392	High
5 Series	2,010	South America	Black	Petrol	Automatic	2.8	7,239	98,187	4,573	Low
7 Series	2,017	South America	Grey	Hybrid	Automatic	1.6	182,451	51,517	3,569	Low
5 Series	2,015	Africa	White	Hybrid	Manual	4.1	114,621	118,982	9,878	High
X1	2,013	Africa	Silver	Electric	Manual	4.3	171,528	56,223	684	Low
X6	2,022	Middle East	Blue	Petrol	Automatic	2.9	108,490	61,553	4,086	Low
X1	2,023	North America	Blue	Petrol	Automatic	4.9	98,348	52,183	6,366	Low
X1	2,021	Asia	Red	Hybrid	Manual	3.9	11,171	81,932	8,226	High
M5	2,017	North America	Grey	Electric	Automatic	4.1	27,463	67,295	1,546	Low
7 Series	2,012	South America	Silver	Petrol	Manual	2.2	25,795	63,752	2,817	Low
X5	2,022	Middle East	Black	Hybrid	Manual	4.4	170,797	83,533	8,460	High
X3	2,013	South America	White	Electric	Manual	4.8	193,111	36,441	1,914	Low
i3	2,024	North America	Silver	Hybrid	Automatic	2.3	89,291	32,011	8,919	High
M5	2,015	Europe	Black	Petrol	Manual	3.9	118,681	109,344	1,776	Low
X1	2,020	North America	Grey	Petrol	Automatic	4.1	161,777	112,418	7,969	High
X1	2,016	South America	Silver	Electric	Manual	2.6	3,033	103,936	5,326	Low
M3	2,013	North America	Silver	Petrol	Manual	3.2	54,615	69,226	348	Low
M3	2,013	North America	Grey	Electric	Automatic	1.8	181,182	81,002	9,581	High
3 Series	2,016	Europe	Grey	Electric	Automatic	2.1	125,242	51,373	6,362	Low
X3	2,015	Middle East	Red	Electric	Manual	1.7	7,192	56,958	5,541	Low
M3	2,022	South America	Grey	Diesel	Manual	3.5	165,864	92,447	9,563	High
X5	2,020	Africa	Red	Diesel	Manual	3.7	64,911	54,449	9,166	High
M3	2,017	Africa	Red	Electric	Manual	4.7	84,221	66,544	9,998	High
X6	2,010	Middle East	Grey	Electric	Manual	3.4	118,175	48,311	9,130	High
3 Series	2,019	North America	Black	Electric	Manual	2.4	84,399	37,081	5,180	Low
i3	2,022	Asia	Red	Diesel	Manual	1.7	178,940	97,051	4,566	Low
M3	2,020	South America	Silver	Petrol	Manual	4.6	108,344	107,293	6,287	Low
X1	2,016	Middle East	Red	Diesel	Automatic	3.2	161,687	62,996	7,756	High
5 Series	2,021	Europe	Black	Electric	Manual	4.1	150,759	30,642	3,872	Low
X3	2,016	Africa	Blue	Electric	Manual	1.6	111,090	79,291	411	Low
X3	2,020	Middle East	Black	Electric	Automatic	3.2	70,305	38,064	6,596	Low
X3	2,016	Middle East	Blue	Diesel	Automatic	2.6	104,113	87,127	1,227	Low
M3	2,016	South America	Silver	Electric	Automatic	1.6	175,830	36,182	9,660	High
X3	2,019	Africa	Red	Hybrid	Automatic	4.2	19,507	50,991	4,073	Low
i8	2,023	Middle East	Silver	Petrol	Manual	3.3	36,433	89,407	1,989	Low
X1	2,019	Asia	Black	Diesel	Automatic	2.7	130,143	80,584	4,500	Low
X1	2,017	Asia	Black	Petrol	Automatic	4.3	38,461	42,539	2,889	Low
X1	2,018	Europe	Blue	Diesel	Automatic	3.1	167,284	58,495	5,611	Low
M3	2,018	Asia	Blue	Diesel	Manual	1.5	142,519	102,528	7,752	High
X3	2,011	South America	Black	Hybrid	Manual	4.8	108,028	99,883	2,054	Low
X6	2,022	South America	White	Electric	Manual	2.4	150,566	85,377	5,677	Low
M5	2,022	Europe	Red	Hybrid	Manual	4.4	158,246	95,491	9,969	High
i3	2,016	South America	Silver	Diesel	Manual	4.4	3,000	69,614	8,360	High
7 Series	2,016	Asia	Blue	Hybrid	Manual	2.1	71,451	72,122	1,281	Low
i8	2,013	South America	Silver	Hybrid	Manual	3.2	13,145	116,811	6,144	Low
i8	2,018	South America	Grey	Petrol	Manual	1.6	150,746	117,158	4,112	Low
X5	2,017	Middle East	Black	Diesel	Automatic	2.7	15,851	67,005	5,784	Low
X1	2,021	Africa	Blue	Diesel	Manual	4.1	78,014	57,302	3,008	Low
X6	2,010	North America	Silver	Petrol	Automatic	2.3	81,144	38,728	7,389	High
i3	2,011	Africa	Red	Petrol	Automatic	1.9	167,802	41,426	7,473	High
X5	2,022	South America	Red	Diesel	Automatic	3.3	96,666	99,543	4,303	Low
5 Series	2,024	Europe	Silver	Diesel	Manual	3.4	116,602	108,803	2,225	Low
7 Series	2,022	Africa	Black	Petrol	Automatic	3.9	122,832	79,273	4,562	Low
3 Series	2,011	South America	Blue	Diesel	Automatic	4.2	74,126	88,250	4,300	Low
M5	2,021	Middle East	Grey	Electric	Manual	3.9	70,511	42,326	907	Low
X5	2,021	Africa	Red	Petrol	Automatic	4.5	118,668	92,747	3,454	Low
i8	2,020	Middle East	Silver	Petrol	Manual	2.3	122,965	94,703	2,815	Low
5 Series	2,024	South America	Red	Hybrid	Manual	3.5	195,882	31,666	7,266	High
3 Series	2,024	Africa	Silver	Diesel	Manual	2.8	135,138	61,827	1,137	Low
3 Series	2,017	Europe	Red	Petrol	Manual	4.9	51,911	104,313	4,511	Low
3 Series	2,024	Europe	Silver	Petrol	Automatic	3	187,252	105,632	8,172	High
M3	2,010	Africa	Red	Diesel	Manual	4.9	176,068	72,757	8,586	High
M5	2,013	Asia	Black	Petrol	Manual	4.2	167,590	85,788	488	Low
3 Series	2,019	Africa	Grey	Hybrid	Manual	4	111,677	74,012	6,315	Low
3 Series	2,021	Africa	Blue	Hybrid	Manual	3.2	76,542	77,267	9,369	High
M5	2,014	Asia	Silver	Petrol	Manual	3.1	14,198	109,828	3,382	Low
i8	2,018	North America	Silver	Hybrid	Automatic	3.3	17,250	118,595	200	Low
5 Series	2,016	Europe	Grey	Hybrid	Automatic	2.5	82,613	64,936	1,810	Low
M3	2,017	Asia	Silver	Hybrid	Manual	4.7	80,104	109,411	9,244	High
M5	2,023	Asia	Red	Electric	Automatic	4.3	104,577	60,472	9,118	High
X5	2,020	Africa	Silver	Petrol	Manual	4.3	129,272	71,034	9,834	High
5 Series	2,018	Asia	Red	Petrol	Manual	3	159,634	78,618	3,118	Low
X1	2,022	Asia	White	Electric	Automatic	1.7	110,537	50,803	7,815	High
M3	2,016	South America	Black	Diesel	Automatic	3.9	47,937	104,033	2,714	Low
X5	2,014	North America	Silver	Hybrid	Automatic	2.8	137,516	107,445	7,105	High
M5	2,022	Europe	Silver	Hybrid	Manual	4.5	19,853	56,154	2,491	Low
i8	2,024	Asia	Grey	Electric	Automatic	4.2	64,262	79,975	4,717	Low
M5	2,014	South America	Red	Petrol	Manual	2	118,656	36,685	268	Low
X3	2,019	Asia	White	Hybrid	Manual	3.6	114,236	62,447	3,340	Low
X5	2,020	Africa	Blue	Electric	Manual	3.9	140,694	52,072	3,707	Low
5 Series	2,015	Middle East	Blue	Petrol	Automatic	3.5	47,676	79,213	2,620	Low
i3	2,014	Asia	Blue	Diesel	Automatic	3.3	155,557	30,390	1,508	Low
X5	2,022	South America	Blue	Petrol	Automatic	2.3	144,891	44,073	4,664	Low
X5	2,021	Asia	White	Petrol	Manual	2.3	151,979	80,002	4,840	Low
i8	2,020	Middle East	Grey	Diesel	Manual	4.2	154,633	93,456	7,788	High
i8	2,018	Middle East	White	Electric	Manual	1.6	143,262	44,718	5,603	Low
i8	2,012	Africa	Silver	Hybrid	Manual	4.2	11,680	110,978	9,144	High
X1	2,012	Middle East	Blue	Diesel	Automatic	3.3	154,519	117,031	7,063	High
3 Series	2,024	South America	Blue	Electric	Manual	4.8	144,140	41,313	3,168	Low
M5	2,016	North America	Black	Hybrid	Manual	5	13,025	116,891	7,908	High
i3	2,016	Asia	White	Petrol	Automatic	3.8	154,868	106,622	8,332	High
M5	2,015	Africa	Blue	Hybrid	Manual	2.9	126,994	80,248	7,269	High
7 Series	2,012	Middle East	Silver	Diesel	Manual	3.2	179,261	33,496	4,652	Low
X1	2,023	Middle East	Blue	Petrol	Manual	2.2	70,338	101,120	4,365	Low
i8	2,022	Asia	Silver	Diesel	Automatic	1.8	128,594	104,247	1,605	Low
X5	2,016	Middle East	Red	Electric	Automatic	3.5	177,070	97,379	9,513	High
i8	2,014	Asia	Black	Diesel	Manual	4.3	67,102	56,445	9,460	High
3 Series	2,016	Asia	Black	Petrol	Automatic	2.4	165,929	96,698	6,617	Low

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