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
X6	2,023	Asia	Black	Electric	Automatic	2.6	80,215	76,115	9,306	High
X3	2,015	Asia	Black	Hybrid	Manual	3.5	160,639	77,685	2,588	Low
X1	2,014	North America	Silver	Diesel	Automatic	2.2	63,889	119,081	6,309	Low
M5	2,023	South America	Silver	Hybrid	Manual	2.8	6,126	86,600	5,511	Low
5 Series	2,020	North America	White	Diesel	Automatic	4.5	76,073	110,440	9,545	High
i8	2,024	North America	Grey	Hybrid	Automatic	2.3	105,412	106,815	437	Low
i3	2,013	Asia	Red	Diesel	Manual	4.3	122,677	54,115	3,451	Low
X5	2,022	Middle East	Grey	Electric	Automatic	2.5	110,223	48,932	4,199	Low
5 Series	2,020	Europe	Black	Petrol	Manual	1.6	196,299	60,530	6,142	Low
X5	2,012	Middle East	Red	Hybrid	Manual	1.9	146,320	114,522	6,193	Low
M3	2,010	Asia	Red	Petrol	Manual	4.1	35,755	50,758	2,668	Low
X3	2,015	North America	White	Electric	Automatic	2.4	159,008	57,756	1,564	Low
M5	2,011	Middle East	White	Hybrid	Automatic	3.8	168,842	112,752	2,918	Low
M3	2,017	Asia	Blue	Electric	Manual	3.9	94,375	78,956	3,083	Low
3 Series	2,019	North America	White	Diesel	Manual	2.7	67,579	44,337	2,991	Low
X5	2,014	North America	Blue	Hybrid	Automatic	3.2	14,500	80,260	8,642	High
M5	2,016	North America	Red	Hybrid	Automatic	2.9	192,999	52,104	4,877	Low
X1	2,019	Europe	Grey	Hybrid	Manual	4.8	22,090	82,356	721	Low
X6	2,021	Europe	Blue	Petrol	Manual	2.6	164,379	50,817	4,788	Low
M3	2,011	North America	Grey	Electric	Automatic	2.1	113,770	36,043	4,267	Low
5 Series	2,022	Middle East	Silver	Electric	Automatic	2.8	1,693	47,210	2,951	Low
X3	2,017	South America	Grey	Electric	Automatic	3.8	155,250	59,598	777	Low
X6	2,011	North America	Blue	Diesel	Automatic	3.9	7,082	35,973	9,174	High
X6	2,013	Europe	Red	Diesel	Manual	4.7	15,071	68,160	9,729	High
5 Series	2,010	South America	Grey	Petrol	Automatic	4.6	142,426	103,490	4,771	Low
5 Series	2,024	Asia	Black	Petrol	Automatic	2.5	138,492	54,502	894	Low
M5	2,014	Europe	Black	Diesel	Automatic	3.1	29,447	90,015	3,788	Low
M3	2,018	North America	Silver	Hybrid	Manual	4.1	123,434	74,495	1,786	Low
M5	2,010	Europe	Red	Electric	Automatic	4.7	183,072	64,169	335	Low
i3	2,018	South America	Blue	Hybrid	Manual	2.7	171,574	45,933	8,572	High
5 Series	2,020	Asia	Grey	Petrol	Automatic	3.1	158,108	99,486	8,148	High
X5	2,024	Middle East	Silver	Hybrid	Manual	4.6	116,751	76,064	6,616	Low
i3	2,017	Middle East	Red	Diesel	Automatic	2.8	91,459	70,414	2,425	Low
5 Series	2,015	Europe	Red	Diesel	Automatic	3.2	107,499	76,417	9,696	High
5 Series	2,016	Asia	Grey	Diesel	Automatic	4.7	13,892	90,986	5,451	Low
i8	2,012	South America	Red	Petrol	Automatic	4.3	176,274	112,544	8,791	High
7 Series	2,023	Africa	Blue	Hybrid	Automatic	2.4	57,157	83,315	2,580	Low
X3	2,024	Europe	White	Petrol	Manual	2.6	49,693	66,906	9,148	High
M5	2,010	North America	Grey	Diesel	Automatic	2.7	1,051	108,462	638	Low
X1	2,014	Africa	Grey	Petrol	Manual	4.7	23,308	55,674	879	Low
X3	2,023	Middle East	Silver	Petrol	Manual	5	59,118	43,018	6,441	Low
3 Series	2,021	Africa	Silver	Electric	Manual	4.2	180,290	94,893	2,227	Low
M5	2,021	South America	White	Hybrid	Automatic	3.2	142,911	71,212	5,723	Low
3 Series	2,011	South America	Black	Diesel	Automatic	1.5	176,697	68,650	5,816	Low
7 Series	2,023	North America	Silver	Petrol	Manual	3.9	37,372	33,604	4,547	Low
7 Series	2,014	Asia	White	Electric	Automatic	2.9	101,187	62,331	863	Low
M5	2,017	South America	Black	Hybrid	Automatic	3.7	122,633	54,503	1,341	Low
X3	2,020	Asia	Silver	Petrol	Manual	3.6	169,394	77,216	952	Low
X6	2,018	Middle East	Red	Diesel	Automatic	3.2	171,776	71,587	329	Low
M3	2,011	Europe	Black	Petrol	Automatic	4.8	42,199	70,170	1,413	Low
3 Series	2,021	North America	Red	Petrol	Automatic	1.6	88,579	83,948	4,597	Low
i3	2,012	Asia	White	Petrol	Automatic	4	44,303	45,758	6,062	Low
i8	2,012	North America	Blue	Diesel	Automatic	2.9	171,718	97,052	3,452	Low
i3	2,010	North America	Silver	Hybrid	Automatic	4	168,305	115,411	1,488	Low
5 Series	2,017	Africa	White	Diesel	Manual	3.9	42,520	38,777	6,807	Low
X3	2,015	North America	Grey	Hybrid	Automatic	1.5	81,806	76,510	4,911	Low
X1	2,021	South America	Grey	Petrol	Automatic	2.5	57,736	49,523	3,788	Low
3 Series	2,022	Asia	Silver	Diesel	Automatic	2.2	5,898	35,750	9,081	High
7 Series	2,017	Europe	Grey	Diesel	Automatic	2.1	54,324	91,882	7,571	High
X1	2,020	South America	Grey	Diesel	Automatic	4	135,718	34,971	5,050	Low
i8	2,018	Asia	Silver	Electric	Manual	2.3	20,438	87,790	6,053	Low
X3	2,014	Asia	Red	Petrol	Manual	3.2	164,482	39,423	6,934	Low
X3	2,023	Asia	Grey	Petrol	Automatic	2.4	128,514	109,092	6,547	Low
3 Series	2,021	Middle East	Silver	Diesel	Manual	3.5	15,243	59,038	8,592	High
M3	2,023	Middle East	Silver	Hybrid	Automatic	4	31,766	92,328	162	Low
i3	2,012	Europe	Blue	Petrol	Manual	2.7	129,957	112,224	4,815	Low
M3	2,014	Asia	White	Electric	Automatic	3.6	189,902	83,734	9,256	High
M3	2,014	North America	Black	Hybrid	Automatic	4.4	167,126	114,460	4,486	Low
M3	2,014	Africa	Blue	Diesel	Manual	1.8	85,881	46,480	6,756	Low
M3	2,012	Europe	Blue	Diesel	Manual	4	136,232	114,709	4,596	Low
M5	2,020	North America	Silver	Electric	Manual	2.6	30,064	106,362	5,113	Low
X6	2,023	Europe	Blue	Petrol	Manual	1.9	14,909	92,457	8,293	High
M3	2,019	Africa	White	Petrol	Manual	3.4	5,596	73,337	7,460	High
M5	2,023	South America	White	Petrol	Manual	2.3	25,938	67,944	1,715	Low
i3	2,013	Asia	Grey	Hybrid	Automatic	4.4	22,909	47,801	4,124	Low
i3	2,018	Asia	Black	Electric	Manual	1.7	133,078	99,327	9,861	High
X1	2,022	Asia	Grey	Hybrid	Automatic	1.8	96,592	112,298	1,551	Low
M3	2,019	Middle East	Red	Electric	Automatic	3.3	28,680	94,774	7,634	High
i3	2,018	North America	Black	Electric	Manual	3.6	133,118	55,757	3,242	Low
X5	2,011	Asia	Blue	Electric	Automatic	4.1	114,108	44,467	6,998	Low
3 Series	2,017	South America	Black	Hybrid	Manual	2.4	117,172	71,476	1,750	Low
3 Series	2,017	Asia	Blue	Hybrid	Manual	4.4	89,959	40,642	4,910	Low
3 Series	2,016	South America	Red	Petrol	Manual	4.8	18,151	106,088	8,442	High
X3	2,017	Africa	White	Petrol	Automatic	3.2	54,725	57,380	655	Low
M3	2,023	South America	White	Hybrid	Automatic	4.2	149,774	104,017	2,736	Low
X1	2,012	South America	Red	Diesel	Manual	3.3	127,598	42,682	4,785	Low
M5	2,022	North America	Grey	Petrol	Automatic	1.7	71,941	92,326	3,984	Low
7 Series	2,015	Middle East	Grey	Diesel	Manual	2.6	78,196	82,036	6,355	Low
X1	2,010	Africa	Grey	Diesel	Automatic	1.8	90,606	75,382	9,701	High
X3	2,016	South America	Black	Hybrid	Manual	5	95,121	40,698	8,999	High
5 Series	2,024	North America	Silver	Electric	Manual	2.3	15,733	117,390	8,994	High
X3	2,024	South America	White	Petrol	Manual	3.7	100,977	48,260	8,620	High
5 Series	2,010	South America	Grey	Diesel	Manual	2.5	83,165	111,234	4,548	Low
M3	2,018	Europe	Blue	Electric	Manual	3.8	139,986	95,676	1,894	Low
X5	2,010	North America	White	Petrol	Automatic	2.2	191,033	109,453	6,119	Low
X3	2,010	Africa	Grey	Hybrid	Manual	4.2	158,043	55,462	7,748	High
5 Series	2,024	North America	Blue	Petrol	Manual	1.9	192,534	105,029	1,901	Low
i8	2,016	Europe	Silver	Hybrid	Automatic	4.6	153,626	98,878	8,863	High
i8	2,011	South America	Grey	Hybrid	Manual	4.4	75,257	72,658	4,334	Low
5 Series	2,023	South America	Black	Hybrid	Manual	3.9	586	43,905	2,098	Low

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