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	2,015	South America	White	Hybrid	Automatic	3.6	59,276	42,493	2,561	Low
i3	2,018	Europe	Blue	Hybrid	Automatic	3.7	140,184	100,716	7,237	High
X3	2,010	South America	Black	Hybrid	Automatic	4.2	115,718	44,131	2,243	Low
X6	2,015	Asia	Grey	Electric	Automatic	4.8	177,151	35,860	5,043	Low
7 Series	2,017	Africa	Blue	Hybrid	Manual	3.1	83,562	54,532	8,562	High
X5	2,019	Europe	Black	Diesel	Manual	2.7	184,872	52,638	9,131	High
M5	2,022	Europe	Black	Electric	Manual	3.2	67,295	105,362	7,278	High
i8	2,011	South America	Red	Petrol	Automatic	4.7	168,916	47,564	2,600	Low
3 Series	2,014	Middle East	Silver	Hybrid	Automatic	4.9	94,108	44,312	7,802	High
5 Series	2,015	Asia	White	Electric	Manual	4.9	180,082	64,801	7,829	High
X5	2,014	Asia	Blue	Hybrid	Automatic	2.3	125,144	77,457	6,463	Low
3 Series	2,012	North America	Blue	Petrol	Manual	3.2	139,579	108,968	2,306	Low
i3	2,013	North America	White	Electric	Manual	2.4	190,684	73,594	5,614	Low
X3	2,016	Africa	Silver	Hybrid	Automatic	2.8	38,753	68,891	4,110	Low
M5	2,013	South America	White	Hybrid	Automatic	1.6	20,356	112,121	3,812	Low
X5	2,018	Middle East	Black	Electric	Automatic	2.1	135,909	38,736	7,133	High
M5	2,020	Africa	Blue	Diesel	Manual	2.9	198,754	109,868	6,298	Low
M5	2,021	Africa	Black	Electric	Manual	2.8	80,814	44,851	5,447	Low
X5	2,023	Africa	Blue	Electric	Manual	2.5	16,040	91,555	3,272	Low
X5	2,022	North America	Silver	Petrol	Manual	2.3	185,423	41,608	4,806	Low
X3	2,022	North America	Grey	Diesel	Automatic	4.1	151,640	33,635	9,937	High
i8	2,019	North America	White	Petrol	Automatic	2.5	74,791	84,397	1,178	Low
M5	2,011	Africa	Blue	Diesel	Automatic	4	173,315	88,934	3,810	Low
7 Series	2,014	South America	Blue	Diesel	Automatic	2.8	143,267	52,741	6,294	Low
X1	2,017	North America	Red	Diesel	Manual	4.3	31,412	77,079	437	Low
i8	2,023	North America	Silver	Electric	Manual	2.1	1,930	103,853	6,722	Low
5 Series	2,014	Africa	Grey	Petrol	Manual	2.1	191,289	57,630	8,364	High
X5	2,019	South America	Blue	Petrol	Manual	3.9	199,441	81,628	8,978	High
3 Series	2,021	Africa	Black	Petrol	Automatic	4.7	53,489	96,203	1,402	Low
3 Series	2,017	North America	Blue	Electric	Manual	2	164,118	103,020	1,313	Low
3 Series	2,017	North America	Red	Electric	Automatic	1.8	52,587	116,829	4,930	Low
X6	2,018	Africa	Black	Hybrid	Automatic	4.8	14,916	110,835	6,913	Low
M5	2,019	Europe	Silver	Hybrid	Manual	1.9	170,064	115,799	8,799	High
i8	2,015	Africa	Red	Electric	Automatic	2.4	192,012	96,258	2,836	Low
i8	2,021	Europe	Blue	Hybrid	Automatic	4.8	65,091	35,886	6,873	Low
X5	2,013	South America	Silver	Electric	Manual	4.3	167,609	105,480	6,457	Low
M3	2,021	Middle East	Black	Diesel	Manual	2.7	67,050	58,012	8,921	High
7 Series	2,020	South America	Grey	Electric	Automatic	4.8	25,309	96,670	667	Low
i3	2,012	Middle East	Grey	Petrol	Automatic	3.5	10,157	30,223	4,370	Low
7 Series	2,024	Middle East	Grey	Diesel	Manual	1.8	75,662	37,888	1,528	Low
M3	2,021	South America	Grey	Electric	Automatic	4	8,517	107,475	1,768	Low
i8	2,023	South America	Black	Electric	Manual	3.4	38,105	104,168	9,361	High
i3	2,014	South America	Red	Diesel	Manual	3.5	76,535	52,753	7,727	High
i8	2,015	Middle East	White	Diesel	Manual	5	58,200	91,420	253	Low
i3	2,012	Asia	White	Hybrid	Automatic	2	97,556	77,614	8,594	High
M3	2,011	Europe	Red	Diesel	Automatic	3.8	113,436	69,516	6,440	Low
X1	2,016	Europe	Blue	Electric	Manual	3.1	169,417	82,015	772	Low
X1	2,020	Asia	Black	Hybrid	Manual	2.5	143,799	108,772	4,492	Low
X6	2,014	Asia	Blue	Diesel	Manual	3.9	175,187	91,118	8,466	High
X3	2,018	Africa	Black	Hybrid	Manual	3.8	83,027	99,486	8,444	High
M3	2,024	Middle East	Silver	Diesel	Manual	4.5	92,504	53,889	5,920	Low
X1	2,012	South America	Blue	Diesel	Manual	4.6	7,558	60,742	2,925	Low
3 Series	2,023	Asia	Grey	Petrol	Automatic	3.5	117,380	31,861	3,469	Low
X6	2,024	Middle East	Red	Diesel	Automatic	2.6	90,374	53,716	8,837	High
M5	2,017	South America	White	Diesel	Automatic	3.4	18,990	110,859	3,727	Low
X5	2,015	Africa	Black	Hybrid	Automatic	2.8	165,531	55,315	6,751	Low
M3	2,013	North America	White	Petrol	Manual	2.5	23,834	31,415	8,404	High
i3	2,021	Asia	White	Diesel	Automatic	3.4	175,569	83,657	454	Low
X1	2,021	Middle East	Red	Hybrid	Manual	3.8	199,763	73,938	2,668	Low
3 Series	2,024	Middle East	Black	Diesel	Automatic	3.6	149,889	92,013	7,256	High
X5	2,018	South America	Red	Hybrid	Manual	4.8	60,053	30,627	2,959	Low
i8	2,014	North America	Grey	Diesel	Manual	2.5	184,849	38,703	5,963	Low
7 Series	2,024	Europe	Blue	Diesel	Manual	2.8	156,999	74,539	383	Low
i8	2,019	Africa	White	Hybrid	Manual	3.8	72,478	99,175	3,205	Low
M3	2,015	Europe	Silver	Electric	Automatic	3.6	52,606	79,913	3,010	Low
5 Series	2,023	Middle East	Silver	Hybrid	Manual	1.5	103,060	73,205	3,413	Low
5 Series	2,024	Middle East	Black	Petrol	Manual	2.6	28,090	54,081	2,523	Low
i8	2,024	Asia	Blue	Electric	Automatic	2.4	61,931	94,263	7,953	High
7 Series	2,022	Middle East	Blue	Petrol	Manual	4.4	185,175	59,168	5,200	Low
i3	2,018	Africa	Grey	Hybrid	Automatic	4.5	7,523	72,299	5,990	Low
X1	2,016	Europe	Grey	Hybrid	Automatic	2.5	179,059	86,668	7,076	High
X5	2,021	Asia	Black	Diesel	Automatic	1.9	169,507	74,770	3,563	Low
X6	2,014	Middle East	Grey	Diesel	Manual	2.2	112,041	104,128	8,508	High
X1	2,011	North America	Red	Diesel	Automatic	2.1	139,193	36,725	6,954	Low
3 Series	2,013	Africa	White	Diesel	Automatic	2.3	20,591	82,910	6,891	Low
M5	2,011	Africa	Silver	Hybrid	Automatic	2.3	94,605	75,639	1,407	Low
X1	2,012	Middle East	Blue	Electric	Automatic	3.2	176	107,539	7,879	High
X1	2,019	Asia	Black	Hybrid	Manual	2.6	85,108	80,964	6,972	Low
X5	2,021	Africa	Silver	Petrol	Manual	3.5	2,968	33,869	9,863	High
3 Series	2,012	Asia	Black	Petrol	Automatic	2.7	133,319	104,869	3,892	Low
M5	2,013	North America	White	Hybrid	Automatic	4.4	19,015	30,972	8,687	High
X1	2,015	Africa	White	Diesel	Manual	4.8	71,341	57,048	2,795	Low
X3	2,021	Asia	Blue	Diesel	Manual	2.9	76,073	91,084	4,427	Low
i8	2,012	Middle East	Silver	Electric	Manual	1.7	29,052	97,040	521	Low
M5	2,019	Europe	Blue	Petrol	Automatic	2.3	11,345	39,640	7,547	High
3 Series	2,023	North America	White	Electric	Manual	1.9	134,079	96,357	1,952	Low
M5	2,010	North America	White	Hybrid	Automatic	2.7	164,384	102,055	9,307	High
i8	2,010	Africa	Red	Electric	Automatic	3.8	43,398	47,710	1,391	Low
X5	2,018	South America	Silver	Electric	Manual	3.3	92,462	88,258	1,979	Low
M3	2,018	Africa	Silver	Petrol	Manual	2.4	162,921	32,920	2,303	Low
3 Series	2,014	Middle East	White	Petrol	Manual	4.2	178,093	36,600	6,039	Low
i8	2,018	South America	Red	Petrol	Automatic	2	150,082	114,271	8,551	High
i3	2,020	Middle East	Red	Hybrid	Automatic	2.3	30,114	87,662	5,108	Low
M5	2,016	Africa	Blue	Electric	Automatic	3.9	95,336	100,543	7,540	High
7 Series	2,018	South America	White	Diesel	Automatic	2.2	117,214	54,107	2,094	Low
X3	2,021	Europe	Grey	Electric	Manual	3.9	145,214	81,162	7,295	High
X3	2,016	Middle East	Silver	Petrol	Automatic	4.9	105,447	74,463	9,543	High
i8	2,018	Asia	Blue	Hybrid	Automatic	4.4	140,198	58,206	7,497	High
5 Series	2,024	Middle East	White	Petrol	Automatic	2.1	123,765	44,246	4,426	Low
M3	2,011	North America	Black	Hybrid	Automatic	3.3	193,165	76,162	2,068	Low

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