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
7 Series	2,017	Asia	White	Hybrid	Manual	3.1	14,436	73,944	8,911	High
X1	2,010	Middle East	Red	Electric	Manual	4.9	116,382	85,757	9,097	High
M3	2,010	South America	Red	Hybrid	Automatic	3.7	190,418	72,142	5,875	Low
X3	2,023	Middle East	Silver	Petrol	Automatic	2.5	192,674	93,184	4,449	Low
M5	2,023	Africa	Blue	Petrol	Manual	4.8	57,207	70,300	3,390	Low
X1	2,013	Europe	Blue	Petrol	Automatic	2.9	187,819	31,907	7,519	High
7 Series	2,020	Africa	Grey	Hybrid	Automatic	2.9	24,796	42,879	2,779	Low
X5	2,011	Europe	Black	Hybrid	Manual	3.7	191,843	69,062	5,240	Low
i8	2,010	Africa	Black	Petrol	Automatic	3.5	171,034	79,999	6,404	Low
i8	2,017	Asia	Black	Hybrid	Automatic	2.5	40,571	78,084	2,687	Low
M3	2,011	Europe	Grey	Hybrid	Manual	3.1	161,045	80,220	6,358	Low
X1	2,013	South America	Red	Petrol	Manual	2.7	3,401	82,901	3,074	Low
3 Series	2,012	Africa	Red	Petrol	Automatic	4.1	125,744	70,043	9,898	High
X6	2,024	South America	Blue	Diesel	Automatic	1.9	20,465	94,714	8,733	High
3 Series	2,011	Africa	Grey	Electric	Manual	4.1	131,991	93,321	9,901	High
X5	2,017	South America	Silver	Hybrid	Automatic	2.1	108,542	101,897	8,007	High
X5	2,012	Asia	Silver	Petrol	Automatic	2.6	132,421	50,449	409	Low
M5	2,024	North America	Blue	Petrol	Manual	2.7	153,046	68,158	4,431	Low
X5	2,018	Middle East	Blue	Petrol	Manual	5	70,300	95,093	5,728	Low
i3	2,019	Europe	Red	Hybrid	Automatic	3.6	190,686	93,314	9,582	High
3 Series	2,014	Africa	Silver	Petrol	Automatic	4.2	70,805	101,813	3,323	Low
X6	2,018	Europe	Grey	Electric	Manual	3.4	51,586	32,058	8,346	High
M5	2,012	North America	Red	Petrol	Manual	4.9	60,580	76,466	9,675	High
i8	2,021	Africa	Silver	Hybrid	Manual	2.1	165,878	81,595	3,971	Low
5 Series	2,014	North America	Blue	Petrol	Automatic	3.6	59,811	100,432	4,815	Low
i3	2,023	Asia	White	Diesel	Manual	4.3	194,437	53,198	7,348	High
i8	2,019	North America	Silver	Electric	Automatic	3.7	5,264	114,406	5,655	Low
5 Series	2,015	Europe	Blue	Petrol	Manual	4.6	127,445	75,024	3,551	Low
7 Series	2,018	South America	White	Hybrid	Automatic	3.6	115,881	57,720	8,576	High
M5	2,017	South America	White	Hybrid	Manual	4.4	173,550	48,152	1,551	Low
5 Series	2,011	Europe	Silver	Electric	Automatic	2.1	198,981	55,970	845	Low
M3	2,011	Middle East	Red	Hybrid	Automatic	2.4	102,423	110,349	2,547	Low
X3	2,022	Africa	Blue	Petrol	Automatic	3.1	82,647	105,270	2,486	Low
i3	2,014	Europe	Silver	Electric	Automatic	4.5	121,231	87,097	9,234	High
X5	2,014	North America	Silver	Diesel	Manual	3	16,752	63,447	3,177	Low
i3	2,014	Europe	Black	Hybrid	Manual	3.7	67,064	33,408	1,874	Low
X6	2,013	Europe	Blue	Diesel	Automatic	2.9	146,851	63,051	977	Low
7 Series	2,017	North America	White	Diesel	Automatic	4.3	3,361	104,630	1,847	Low
X6	2,020	Africa	White	Electric	Manual	2.2	53,298	73,289	2,861	Low
M3	2,014	Middle East	Grey	Petrol	Automatic	3.6	165,736	38,770	6,544	Low
M5	2,010	Europe	White	Hybrid	Manual	3.5	183,862	72,607	4,599	Low
3 Series	2,019	Africa	Grey	Hybrid	Manual	2.9	135,803	44,368	7,198	High
X5	2,023	Asia	Blue	Diesel	Manual	4	15,536	82,359	2,234	Low
X6	2,014	South America	Grey	Hybrid	Automatic	1.6	110,837	72,336	5,834	Low
M5	2,010	North America	Black	Electric	Manual	4.4	44,565	70,614	3,302	Low
5 Series	2,013	South America	Red	Petrol	Automatic	2.7	35,374	99,020	5,118	Low
M3	2,010	South America	Blue	Diesel	Automatic	4.3	194,640	31,287	2,030	Low
X5	2,015	North America	Grey	Diesel	Manual	2.6	52,852	80,596	9,798	High
X1	2,015	Asia	Grey	Hybrid	Automatic	2.2	149,338	78,407	7,008	High
i8	2,010	Asia	Grey	Electric	Automatic	2.9	103,095	58,147	8,015	High
M5	2,021	Asia	Silver	Petrol	Automatic	4.3	146,276	99,261	1,671	Low
3 Series	2,017	North America	White	Electric	Automatic	4	91,796	41,596	4,294	Low
M3	2,023	South America	Blue	Hybrid	Automatic	2.9	111,080	109,813	6,799	Low
3 Series	2,013	Europe	White	Petrol	Automatic	4.8	36,181	43,100	3,614	Low
i3	2,011	Middle East	Blue	Electric	Automatic	2.9	33,192	39,581	2,942	Low
3 Series	2,022	Europe	Blue	Petrol	Manual	2.7	106,459	51,541	6,778	Low
X6	2,023	South America	Red	Petrol	Manual	2	94,553	51,333	962	Low
M5	2,010	Middle East	Grey	Hybrid	Manual	1.7	107,928	40,041	7,120	High
i8	2,020	Africa	Silver	Electric	Automatic	2.7	47,619	85,587	3,976	Low
X6	2,012	Middle East	Red	Electric	Automatic	1.8	179,339	82,766	6,546	Low
i3	2,016	North America	Blue	Petrol	Manual	3.1	182,274	87,884	1,847	Low
3 Series	2,019	Middle East	Blue	Diesel	Automatic	4.5	192,646	91,069	9,557	High
3 Series	2,020	Asia	Blue	Hybrid	Manual	3.2	46,963	116,136	9,769	High
X1	2,019	South America	Black	Hybrid	Automatic	3.2	38,181	117,080	9,720	High
i3	2,017	Europe	Grey	Electric	Automatic	2.4	172,597	50,365	1,869	Low
X1	2,014	South America	Silver	Petrol	Automatic	2.1	82,807	71,784	5,447	Low
X1	2,016	Middle East	Blue	Petrol	Automatic	2.3	194,749	54,833	1,552	Low
7 Series	2,011	South America	Grey	Electric	Automatic	3.5	179,256	91,521	3,397	Low
i8	2,021	Asia	Black	Hybrid	Automatic	3.6	118,446	117,568	713	Low
X3	2,021	North America	Blue	Electric	Manual	2.3	193,078	101,543	7,014	High
X6	2,024	North America	White	Petrol	Manual	2.9	71,189	111,085	1,113	Low
X3	2,013	South America	Blue	Electric	Manual	3.5	70,048	105,559	1,584	Low
X6	2,015	Africa	Grey	Hybrid	Automatic	4.2	1,123	33,461	8,526	High
X1	2,021	Africa	Grey	Electric	Automatic	2.6	39,809	79,627	1,549	Low
X6	2,021	Europe	Silver	Petrol	Automatic	2.4	70,309	112,834	2,522	Low
3 Series	2,021	Middle East	White	Petrol	Automatic	4.1	66,177	66,142	6,059	Low
X6	2,021	Africa	White	Hybrid	Manual	3.3	109,806	94,005	3,476	Low
X1	2,023	North America	Silver	Petrol	Automatic	4.5	152,836	88,609	9,419	High
i3	2,021	Africa	Grey	Petrol	Automatic	2.2	119,669	103,362	6,959	Low
3 Series	2,021	North America	Grey	Electric	Manual	4.2	112,275	63,295	2,236	Low
5 Series	2,014	Asia	Black	Hybrid	Manual	2.1	26,413	35,359	7,554	High
X6	2,015	North America	Grey	Hybrid	Automatic	3.5	84,702	53,382	8,079	High
X3	2,021	North America	Grey	Diesel	Manual	2.5	129,836	90,146	2,450	Low
i3	2,011	Middle East	Silver	Diesel	Manual	1.9	91,564	68,439	3,545	Low
X1	2,016	South America	Silver	Petrol	Automatic	3.7	14,805	113,430	4,754	Low
M3	2,017	Africa	Red	Hybrid	Automatic	3.3	97,895	34,489	7,264	High
3 Series	2,022	Middle East	Silver	Electric	Automatic	3.2	88,185	33,024	5,423	Low
M3	2,023	Europe	Black	Electric	Automatic	3.6	155,290	71,594	6,782	Low
5 Series	2,020	South America	Black	Electric	Automatic	2.8	195,918	61,826	6,773	Low
M5	2,018	Middle East	White	Diesel	Manual	3.8	143,539	86,040	4,652	Low
X6	2,015	South America	Blue	Electric	Manual	2	2,828	75,210	9,691	High
3 Series	2,016	Middle East	Grey	Hybrid	Manual	4	45,784	34,626	5,964	Low
M5	2,022	Asia	Black	Diesel	Automatic	3.5	179,192	107,965	3,552	Low
5 Series	2,021	Asia	Silver	Hybrid	Manual	3.2	154,776	74,156	4,815	Low
X6	2,022	North America	Grey	Electric	Manual	1.9	114,435	69,350	3,672	Low
i3	2,010	Asia	White	Petrol	Automatic	2.5	58,182	101,387	1,595	Low
X3	2,018	Asia	Red	Hybrid	Manual	2.5	28,682	70,904	2,549	Low
M3	2,015	North America	Black	Petrol	Manual	2.3	59,455	105,671	4,048	Low
X3	2,021	Asia	Silver	Diesel	Automatic	4.8	102,331	93,151	9,055	High
X1	2,013	Middle East	Blue	Petrol	Manual	4.7	26,709	104,566	7,769	High

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