Packages and Libraries Used

R Packages

tibble, dplyr, tidyr, shiny, ggplot2, plotly, readr, maps, viridis, incidence, tidyverse, lubridate, tidytext, quanteda, ggwordcloud

Python Libraries

pandas, plotly, random, PyTorch, scikit-learn, spaCy

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Web Applications and Resources

• Shiny
• GitHub Pages
• DataWrapper
• Graphical icons sourced from:
  • Pixabay (open-source)
  • Lucide.dev — MIT-licensed icons used across the interface

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References

Grouped by theme (see detailed bibliography in full report)

• Influenza Epidemiology & Hospitalization Risk
• Pregnancy and Flu Outcomes
• Modeling & Machine Learning
• Public Health Tools
• Contributor Publications (Hedman et al.)