• COVID19 Live Report
  • About this report
    • Disclaimer
    • Purpose
    • Volunteering opportunity
      • What skills are useful
    • Found an error?
  • 1 World
    • 1.1 Daily Incidence, Recovery, Deaths
    • 1.2 Case Fatality Rate
      • 1.2.1 Case Fatality Rate (select countries)
    • 1.3 Confirmed Cases
    • 1.4 Deaths since first death
    • 1.5 Deaths since first confirmed case
      • 1.5.1 Cases and deaths compared on a specific day
    • 1.6 Recovery-to-death ratio
      • 1.6.1 Recovery-to-death ratio (South and South-East Asia)
      • 1.6.2 Recovery-to-death ratio (Middle East)
    • 1.7 3-day % changes
  • 2 USA
    • 2.1 Overall trend
    • 2.2 Confirmed Cases
    • 2.3 Deaths
    • 2.4 Daily Deaths
    • 2.5 Daily Deaths excluding NY
  • 3 Bangladesh
    • 3.1 Epidemic curve and search for peak
      • 3.1.1 Estimating the Overall Reproduction Number, \(R_0\)
      • 3.1.2 Estimating the Effectuve Reproduction Number (\(R_e\))
      • 3.1.3 Simulating the \(R_e\) on Weekly Sliding Window
      • 3.1.4 Simulating \(R_e\) on a Monthly Sliding Window
      • 3.1.5 Cumulative Deaths (official and unofficial)
    • 3.2 Bangladesh in South Asia
      • 3.2.1 Infection
      • 3.2.2 Deaths
      • 3.2.3 Cases and deaths compared on a specific day
  • 4 Projections
    • 4.1 Projection for Bangladesh (unofficial) Run1
      • 4.1.1 Methodology
      • 4.1.2 Ascertainment Rate
      • 4.1.3 Projection for the next 5 days
      • 4.1.4 Projection for 100 days into the future
    • 4.2 Projection for Bangladesh (unofficial) Run 2
      • 4.2.1 Projection for the next 5 days
      • 4.2.2 Projection for 100 days into the future
  • 5 Publications
    • 5.1 Other articles
  • 6 Stories
    • 6.1 Rumi Ahmed
      • 6.1.1 April 7, 2020 (via Facebook)
      • 6.1.2 April 16, 2020 - Bats (via Facebook)
      • 6.1.3 April 21, 2020 - Bats (Part 2 and 3)
  • 7 Trials and Treatments
    • 7.1 Clinical trials
  • 8 Resources
    • 8.1 Data Sources
    • 8.2 Computational Resources
    • 8.3 Dashboards
    • 8.4 Dashboards from Bangladesh
  • References
  • Published with bookdown

COVID-19 Live Report

Report 8 Resources

8.1 Data Sources

  • JHU COVID19 time series data

  • New York Times COVID time series (USA state and county level data only)

  • Bangladesh Unofficial deaths data

8.2 Computational Resources

  • R package EpiModel
  • Tim Churches Blog
  • Learning Machines Blog
  • Infectious disease modeling beyond SIR model

8.3 Dashboards

  • Johns Hopkins Corona Virus Daboard

  • http://91-divoc.com/pages/covid-visualization/

  • Beautiful Shiny Dashboard by Shubhram Pandey

8.4 Dashboards from Bangladesh

  • By Rana Tuhin