Kumulus Vape S.A. - ALVAP.PA - Seasonality

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Kumulus Vape S.A. - ALVAP.PA - Seasonality

Seasonality Charts

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Correlation

Pre-election

55.23%

2019

57.29%

Year	Jan	Feb	Mar	Apr	May	Jun	Jul	Aug	Sep	Oct	Nov	Dec
Probability %	71%	86%	80%	57%	67%	75%	63%	63%	83%	71%	71%	57%
Average return %	+5.74%	-6.16%	-1.13%	+3.11%	+9.86%	+13.08%	+10.04%	-0.02%	-10.21%	-4.24%	+0.71%	+1.08%
2026	-2.28%	-10.10%	-7.78%	-8.13%	+6.12%	-1.92%	-8.50%	+5.00%	-0.68%	--	--	--
2025	+0.78%	-6.56%	-5.37%	+2.84%	+11.25%	-7.25%	-2.47%	+2.74%	-24.23%	+6.78%	-6.09%	+6.76%
2024	-4.33%	-12.23%	-6.97%	+9.12%	-1.49%	-9.09%	+14.33%	-0.29%	-7.31%	-0.63%	-13.02%	-6.20%
2023	+9.31%	-4.63%	-5.24%	+2.25%	-8.82%	-12.09%	-0.25%	+2.76%	0.00%	-14.63%	-1.43%	+13.91%
2022	+8.33%	-10.26%	0.00%	-0.48%	0.00%	-8.71%	+2.31%	-0.61%	-7.22%	-7.33%	+19.18%	-0.60%
2021	+7.14%	+5.93%	+17.48%	+23.81%	+44.23%	-33.33%	+24.00%	+5.65%	+3.82%	-4.41%	-10.00%	-7.69%
2020	+21.21%	-5.25%	0.00%	-7.65%	+17.71%	+0.97%	+29.81%	+9.26%	-5.08%	-27.86%	+31.19%	+18.87%
2019	--	--	--	--	--	+176.09%	+21.10%	-24.71%	-31.43%	+18.39%	-14.89%	-17.50%

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