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	2,024	South America	Grey	Hybrid	Automatic	2.1	87,016	63,268	7,388	High
i8	2,015	South America	Black	Petrol	Automatic	4.2	192,114	53,409	8,347	High
X3	2,020	Africa	Red	Electric	Automatic	3	114,672	75,386	7,019	High
i8	2,014	Middle East	Silver	Hybrid	Manual	4.5	134,511	68,134	5,859	Low
X1	2,023	South America	Red	Petrol	Automatic	4.5	50,752	45,588	4,886	Low
5 Series	2,023	Europe	Black	Petrol	Automatic	4.6	145,993	76,884	2,153	Low
X6	2,020	South America	Red	Petrol	Automatic	3.4	62,853	49,576	3,053	Low
X1	2,015	Asia	White	Electric	Automatic	4.3	89,154	89,764	7,304	High
M3	2,017	Asia	Silver	Electric	Manual	3.8	43,986	66,574	3,058	Low
i8	2,013	Middle East	Blue	Hybrid	Manual	2.2	4,892	48,119	6,713	Low
M5	2,020	Asia	White	Diesel	Manual	2.8	79,694	38,366	4,702	Low
i8	2,012	Middle East	Red	Diesel	Manual	4.9	170,491	72,579	2,937	Low
X3	2,018	Middle East	White	Electric	Manual	4.2	3,670	99,240	4,740	Low
i8	2,012	Asia	Silver	Electric	Automatic	2.4	161,584	66,910	6,914	Low
X6	2,020	North America	Grey	Petrol	Manual	2.5	150,023	39,931	2,531	Low
M3	2,017	North America	Black	Hybrid	Manual	2.4	190,808	75,407	213	Low
7 Series	2,019	North America	Red	Hybrid	Manual	2.7	97,269	115,045	3,522	Low
3 Series	2,021	Europe	Red	Diesel	Manual	4.7	114,647	58,461	467	Low
X1	2,014	North America	Red	Electric	Manual	3	7,013	92,882	6,676	Low
3 Series	2,018	Europe	Red	Diesel	Automatic	2.8	152,627	34,151	865	Low
i8	2,012	North America	Red	Hybrid	Automatic	2.3	140,043	103,479	7,175	High
M5	2,019	South America	Grey	Diesel	Manual	4.6	46,720	43,193	8,877	High
M3	2,019	South America	Black	Diesel	Manual	4.9	151,043	58,231	1,311	Low
3 Series	2,017	Middle East	Silver	Electric	Automatic	2.6	95,078	98,466	2,598	Low
M5	2,023	North America	Silver	Hybrid	Automatic	3.7	19,643	116,187	3,708	Low
X3	2,022	Europe	Red	Petrol	Automatic	4.9	160,938	85,199	731	Low
X6	2,022	Asia	Grey	Petrol	Manual	3.2	69,728	92,223	9,570	High
i3	2,016	South America	White	Electric	Automatic	3.1	81,579	78,544	8,671	High
X5	2,021	Europe	Red	Electric	Manual	3.3	64,413	119,753	6,287	Low
3 Series	2,016	North America	Silver	Hybrid	Automatic	1.6	64,423	85,156	3,849	Low
M3	2,023	Middle East	White	Electric	Automatic	2.6	24,844	67,845	8,015	High
X1	2,020	Asia	Black	Petrol	Manual	3.9	92,573	77,509	9,542	High
3 Series	2,019	Middle East	Silver	Electric	Manual	4.9	189,689	32,465	1,323	Low
X3	2,018	North America	Silver	Hybrid	Manual	3.5	57,234	34,140	3,324	Low
X3	2,021	Europe	Silver	Hybrid	Automatic	2.2	76,563	62,915	4,405	Low
3 Series	2,017	Africa	Grey	Petrol	Manual	3	55,461	107,047	3,325	Low
7 Series	2,012	Asia	Black	Hybrid	Automatic	3.2	110,782	110,847	9,946	High
5 Series	2,023	Middle East	Blue	Diesel	Manual	2	65,908	110,144	7,721	High
X5	2,022	South America	Black	Diesel	Automatic	2.7	5,237	61,414	6,954	Low
i8	2,015	Europe	White	Diesel	Manual	3.1	153,622	44,554	2,134	Low
X5	2,020	Middle East	Grey	Diesel	Automatic	2.4	63,704	113,278	308	Low
M3	2,015	Africa	Red	Petrol	Automatic	2.7	90,494	45,723	9,886	High
i3	2,014	North America	Blue	Diesel	Automatic	2.5	128,138	53,565	192	Low
M5	2,012	Europe	Grey	Petrol	Automatic	3.6	10,270	94,527	5,931	Low
7 Series	2,018	Africa	White	Hybrid	Manual	3.5	11,211	80,252	954	Low
3 Series	2,016	Middle East	Red	Hybrid	Automatic	3.4	86,568	51,944	6,789	Low
3 Series	2,013	Asia	Blue	Electric	Automatic	1.8	104,673	90,741	5,192	Low
3 Series	2,015	Middle East	Black	Electric	Automatic	2.1	88,632	111,789	9,381	High
X5	2,014	Europe	Grey	Hybrid	Manual	1.9	26,141	96,848	7,707	High
i3	2,010	North America	Grey	Diesel	Automatic	1.7	142,443	54,091	762	Low
X3	2,011	Middle East	Grey	Diesel	Automatic	2.4	74,959	93,499	1,096	Low
i8	2,010	North America	Red	Diesel	Manual	2.2	140,639	45,666	8,466	High
X6	2,018	Middle East	Black	Diesel	Manual	4	128,495	96,187	3,084	Low
7 Series	2,018	South America	Black	Hybrid	Manual	3.9	11,619	33,458	4,365	Low
M3	2,014	North America	Silver	Hybrid	Automatic	2.2	16,977	96,758	9,367	High
M5	2,017	Africa	Grey	Electric	Manual	2.1	155,271	54,058	2,561	Low
M3	2,019	Africa	Grey	Hybrid	Manual	2	121,822	31,100	8,918	High
i3	2,013	North America	White	Electric	Manual	2.6	136,099	88,319	5,149	Low
M5	2,010	Africa	White	Hybrid	Manual	2.5	100,556	68,768	2,155	Low
3 Series	2,022	Asia	Black	Diesel	Automatic	1.6	142,242	118,763	9,508	High
X3	2,022	Middle East	White	Petrol	Automatic	3.5	23,928	51,116	9,090	High
X5	2,013	Africa	Silver	Petrol	Manual	4.6	41,114	101,455	9,880	High
7 Series	2,016	North America	Blue	Electric	Automatic	3.4	3,833	106,359	2,123	Low
X5	2,020	Africa	Black	Petrol	Manual	1.7	39,487	71,086	9,578	High
X1	2,011	Europe	Grey	Electric	Automatic	3.6	108,028	118,282	2,493	Low
X1	2,011	Europe	White	Hybrid	Automatic	3.2	124,617	36,624	7,447	High
5 Series	2,015	North America	White	Hybrid	Automatic	4.7	120,484	111,622	466	Low
X6	2,018	North America	Grey	Petrol	Manual	2.8	169,039	62,582	5,008	Low
X6	2,012	North America	Red	Electric	Automatic	4.1	191,553	86,934	6,374	Low
X1	2,016	Middle East	Blue	Petrol	Manual	1.6	17,450	105,548	5,266	Low
X5	2,019	South America	White	Hybrid	Automatic	4	84,536	109,810	8,625	High
3 Series	2,024	Africa	Silver	Electric	Automatic	1.6	123,113	54,444	8,335	High
M5	2,023	Asia	Black	Hybrid	Manual	2.7	153,006	39,329	537	Low
i8	2,018	North America	White	Diesel	Automatic	4.8	46,967	93,523	6,469	Low
7 Series	2,020	Middle East	White	Diesel	Manual	4	198,117	35,304	2,457	Low
X1	2,022	Europe	White	Electric	Automatic	4.7	8,595	39,255	5,492	Low
X5	2,018	South America	White	Electric	Manual	3.2	117,746	62,834	4,117	Low
X5	2,020	Africa	Red	Diesel	Automatic	3.6	14,530	86,645	8,840	High
X6	2,013	Middle East	White	Hybrid	Automatic	3.3	17,277	82,673	7,283	High
7 Series	2,011	Middle East	Silver	Petrol	Manual	3.2	41,528	115,744	8,578	High
X3	2,024	Asia	Blue	Diesel	Automatic	3.5	182,627	59,385	3,327	Low
X6	2,010	Africa	Silver	Electric	Automatic	1.6	151,399	66,690	4,347	Low
5 Series	2,015	Europe	Grey	Hybrid	Automatic	2.1	187,520	118,553	3,427	Low
X5	2,014	Asia	Grey	Petrol	Automatic	2.3	186,697	50,133	1,312	Low
X1	2,015	Asia	Red	Electric	Manual	2.8	120,939	119,374	2,071	Low
M3	2,016	Middle East	Grey	Diesel	Manual	3	132,446	48,906	7,596	High
X1	2,018	Africa	Blue	Diesel	Automatic	4.1	23,507	57,861	4,312	Low
M5	2,019	North America	Grey	Hybrid	Manual	2.1	62,903	102,973	8,605	High
5 Series	2,019	South America	Red	Diesel	Manual	3.5	148,487	79,250	5,525	Low
X1	2,020	Africa	White	Hybrid	Automatic	2.5	131,887	44,343	5,740	Low
M3	2,015	South America	White	Hybrid	Manual	3.3	55,924	89,423	3,070	Low
M5	2,015	Middle East	Blue	Diesel	Automatic	3.7	33,471	107,255	5,283	Low
X5	2,022	Africa	Silver	Petrol	Manual	3.5	52,294	58,964	6,602	Low
X5	2,024	Middle East	Silver	Petrol	Automatic	2.3	43,960	105,785	8,034	High
X5	2,012	Africa	White	Petrol	Automatic	4	110,002	37,253	1,172	Low
M5	2,022	North America	Blue	Diesel	Manual	3.8	87,266	91,254	8,014	High
X3	2,017	North America	Red	Electric	Manual	4.8	66,026	69,305	5,448	Low
X6	2,018	Middle East	Grey	Hybrid	Manual	3.7	90,663	79,093	2,202	Low
X5	2,010	Europe	Red	Electric	Manual	4	48,211	57,521	2,473	Low
X3	2,015	Middle East	Grey	Diesel	Manual	4.3	10,942	36,671	2,947	Low

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