There were 3 influenza pandemics in the 20th century, and there has been 1 so far in the 21st century. Analysis of studies from 1946-2018 conclude that there is no significant reduction of influenza transmission with the use of face masks.
CDC's Own Research Concludes Use of Face Masks Found No Significant Reduction in Virus Transmission

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wwwnc.cdc.gov
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