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By systematically aggregating and processing textual reports from earthquakes, floods, storms, wildfires, and other natural disasters, the framework enables a holistic assessment of crisis narratives. Intelligent cleaning and normalization techniques transform raw commentary into structured data, ensuring precise extraction of disaster-specific insights. Collective sentiments of affected communities are quantitatively scored and qualitatively categorized, providing a multifaceted view of societal responses under duress. Interactive geographic maps and temporal charts illustrate the evolution and spatial dispersion of emotional reactions and impact indicators.
Version: | 1.0.0 |
Depends: | R (≥ 4.1.0) |
Imports: | methods, tidyverse, ggplot2, leaflet, wordcloud, textdata, tidytext, quanteda, tidyr, plotly, htmlwidgets, RColorBrewer, dplyr, stringr, scales, DT |
Suggests: | rmarkdown, testthat (≥ 3.0.0) |
Published: | 2025-07-21 |
Author: | Hossein Hassani [aut], Nadejda Komendantova [aut], Leila Marvian Mashhad [aut, cre] |
Maintainer: | Leila Marvian Mashhad <Leila.marveian at gmail.com> |
License: | GPL-3 |
NeedsCompilation: | no |
CRAN checks: | DisasterAlert results |
Reference manual: | DisasterAlert.html , DisasterAlert.pdf |
Package source: | DisasterAlert_1.0.0.tar.gz |
Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): DisasterAlert_1.0.0.tgz, r-oldrel (x86_64): DisasterAlert_1.0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=DisasterAlert to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.