NBP - Seasonality Calendar

Historical Seasonality By Calendar Months Volatility

194.79 9.26 (4.99%)7,491,700 | 05/25/2026
National Bank of Pakistan (NBP)UP 1 Days

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Seasonality by calendar months (Returns %)

	Jan	Feb	Mar	Apr	May	Jun	Jul	Aug	Sep	Oct	Nov	Dec	Min	Max	Avg
2026	10.84	-2.57	-35.54	10.32	4.74								-35.54	10.84	-2.44
2025	5.86	12.94	-4.65	7.27	15.36	15.13	13.89	19.90	37.64	8.59	-3.01	12.55	-4.65	37.64	11.79
2024	-13.42	3.53	32.94	2.98	1.17	-6.80	27.35	28.20	-1.07	0.42	17.74	-5.67	-13.42	32.94	7.28
2023	6.49	-5.57	-10.12	-0.56	-3.30	-4.98	27.31	-14.23	8.23	1.78	32.65	3.31	-14.23	32.65	3.42
2022													-13.12	7.60	-2.98
2021													-14.84	7.55	-1.35
2020													-28.07	18.05	0.65
2019													-20.56	23.21	0.98
2018													-13.78	6.92	-1.03
2017													-11.51	8.30	-2.47
2016													-3.16	13.58	4.04
2015													-18.04	12.75	-1.01
2014													-6.22	11.06	1.93
2013													-18.89	41.78	4.81
2012													-4.56	18.49	4.10
2011													-31.38	23.88	-1.24
2010													-15.62	14.33	3.51
2009													-11.66	30.50	6.10
2008													-45.90	17.14	-9.36
2007													-11.88	24.55	1.80
2006													-20.21	29.54	3.70
2005													-16.26	43.79	10.53
2004													-3.48	30.58	5.29
2003													-8.51	23.81	8.62
Summary
Avg Returns (%)	5.69	3.42	-0.44	4.66	-2.03	-0.60	7.97	-1.00	5.50	1.54	4.54	0.44	-2.03	7.97	2.47
Max Pos Return (%)	27.80	43.79	32.94	30.58	15.36	17.08	41.78	28.20	37.64	23.21	32.65	15.93	15.36	43.79	28.91
Max Neg Return (%)	-13.42	-14.84	-35.54	-7.21	-29.84	-20.56	-18.82	-31.38	-11.51	-10.17	-11.66	-45.90	-45.90	-7.21	-20.90
Pos Occurences (%)	78	46	42	71	42	43	70	39	52	57	61	65	39	78	56
Neg Occurences (%)	22	54	58	29	58	57	30	61	48	43	39	35	22	61	45