Interactive data visualization by Jonas Wienberg
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This visualization displays influenza data as a spiral timeline where:
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This advanced metric combines multiple factors to create risk scores (0-100):
Risk Categories: Very High (70+), High (50-69), Moderate (30-49), Low (15-29), Very Low (<15)
Data Source: World Health Organization (WHO) Global Influenza Surveillance Network
Coverage: 2009-2024, focusing on 6 key countries with comprehensive reporting
Update Frequency: Data reflects the most recent WHO submissions
Processing: Raw surveillance data is cleaned, normalized, and enhanced with seasonal risk calculations
Limitations: Reporting practices vary by country; some gaps in data may exist
Reported cases meeting WHO definition of fever with respiratory symptoms
Cases of acute onset respiratory illness reported by healthcare facilities
Hospitalizations for severe acute respiratory infections requiring intensive care
Mortality attributed to severe acute respiratory infections
Rate of influenza-like illness per thousand outpatient consultations
Percentage of laboratory tests positive for influenza viruses
Advanced analysis of seasonal influenza patterns using global normalization and sophisticated scoring algorithms. Combines multiple factors: 25% predictability (consistency across years), 45% global severity (relative intensity), 15% seasonal timing (winter peak months), 15% seasonal strength (variation patterns). Uses percentile-based scaling and non-linear distribution for better differentiation. Scores range from 0-100.
Interpretation: Higher scores indicate countries with more predictable and severe seasonal patterns. Lower scores suggest either irregular patterns or less severe seasonal impacts.
All data sourced from WHO FluNet (Global Influenza Surveillance and Response System) and collected according to World Health Organization surveillance standards and reporting protocols. Data represents officially reported cases and may not reflect actual disease burden due to variations in healthcare access, testing capacity, and reporting practices between countries and time periods. Surveillance systems and reporting completeness may vary significantly across regions. Data last retrieved from WHO FluNet database in December 2024.
© 2024 Jonas Wienberg | Data: WHO FluNet Global Influenza Programme | Last Updated: December 2024 | Hosted on Vercel | This site uses cookies for analytics purposes