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DisasterAlert (version 1.0.0)

Disaster Alert and Sentiment Analysis

Description

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.

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Version

Install

install.packages('DisasterAlert')

Monthly Downloads

134

Version

1.0.0

License

GPL-3

Maintainer

Leila Marvian Mashhad

Last Published

July 21st, 2025

Functions in DisasterAlert (1.0.0)

analyze_disaster_sentiment

Analyze Disaster Sentiment
clean_disaster_text

Clean Disaster Text
plot_sentiment_distribution

Plot Sentiment Distribution
create_sentiment_map

Create Interactive Sentiment Map
create_interactive_plots

Create Interactive Plots
generate_tweets

Generate Random Tweets
process_tweet

Preprocess Tweets for Sentiment Analysis
generate_word_clouds

Generate Word Clouds from Tweets
calculate_sentiment_stats

Calculate Sentiment Statistics