๐Ÿ”—https://twitter.com/puddingviz/status/1239619132368265216

The Pudding's Twitter thread of existing data projects



https://blogs.lse.ac.uk/covid19/2020/05/19/the-public-doesnt-understand-logarithmic-graphs-often-used-to-portray-covid-19/

Fascinating new research on how people (mis) understand graphs about COVID-19. Linear graphs make them much more fearful and they don't understand logarithmic charts.

Infographics

This infographics section focuses on visual representations of data. This section is best for infographics that clearly communicate a single aspect of the COVID-19 pandemic or are relevant to a specific aspect of data visualization. The emphasis is on visual communication rather than the underlying analysis.


Collections of Infographics

Websites that present collections of multiple types of Coronavirus infographics.


17 (or so) responsible live visualizations about the Coronavirus, for you to use

๐ŸŒ๐Ÿ”—https://blog.datawrapper.de/coronaviruscharts/

Datawrapper charting software's selection of about 17 "responsible" Coronavirus infographics, emphasizing rolling averages.


Coronavirus: the disease COVID-19 explained

๐Ÿ‡จ๐Ÿ‡ณ๐Ÿ”—https://multimedia.scmp.com/infographics/news/china/article/3047038/wuhan-virus/index.html?src=article-launcher

Story of the epidemics in China with infographics- Rich infographics from South China Morning Post about many aspects of the disease and the epidemics


COVID-19 Maps & visuals

๐ŸŒ๐Ÿ”—http://www.cidrap.umn.edu/covid-19/maps-visuals

Small list of infographics curated by Center for Infectious Disease Research and Policy (CIDRAP) at University of Minnesota.


COVID-19 dashboards

๐ŸŒ๐Ÿ”—https://covid19dashboards.com/

A collection of dashboards and other infographics that are updated hourly with latest available data. Supported by a virtual team of open source collaborators.


Coronavirus Pandemic (COVID-19)

๐ŸŒ๐Ÿ”—https://ourworldindata.org/coronavirus

๐Ÿ—ฃ[email protected] 

Graphs and clear explanations from Our World in Data. Well referenced. You can use their graphs without permission, only attribution necessary.


de zeen SiousieSIEW collection

๐ŸŒ๐Ÿ”—https://www.dezeen.com/2020/03/22/coronavirus-animations-toby-morris-siouxsie-wiles-design-graphics/

Viral animations explaining the importance of social distancing show how "effective design can explain things" during coronavirus pandemic.


Coronavirus: Why You Must Act Now

๐ŸŒ๐Ÿ”—[email protected]

Influential collection of infographics by Silicon Valley growth hacker Tomas Pueyo organized to construct an argument for a strong response to the pandemic. Includes graphic for The Hammer and the Dance. Translated into multiple languages.


Learning from Corona

๐ŸŒ๐Ÿ”—https://hccd.hypotheses.org

Science blog from Switzerland, which analyses information design, campaigns and other design aspects of the Corona pandemic (weekly updated). In German and English.


Animated simulations

Infographics that use animation to show simulations of disease spread and policy measures.


Why outbreaks like Coronavirus spread exponentially, and how to โ€œflatten the curveโ€

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.washingtonpost.com/graphics/2020/world/corona-simulator/?fbclid=IwAR0iqS6zJwuMbodkYqejhCoOXs2lmwQu6EQQp1-OsXGvrLc2uc7O9JFyyYs8

Interactive data visualization from Washington Post simulating spread and countermeasures.


An Epidemic Graphing Calculator

๐ŸŒ๐Ÿ”—https://kottke.org/20/03/an-epidemic-graphing-calculator

Adjust parameters like incubation time or hospitalizations to generate a time trend graph of an epidemic.


COVID-19: Stay-at-home takes time to kick in #CovidChat

๐ŸŒ๐Ÿ”—https://www.youtube.com/watch?v=87tISKuPdi4

๐Ÿ”—https://t.co/rV7Ys2qV5K?amp=1

๐Ÿ”—https://twitter.com/amyhoy/status/1245185656105472001

Github repository for waterfall animation showing effects of stay-at-home over time. Twitter thread discusses various alternatives considered in development of this infographic.


Simulating an epidemic

๐ŸŒ๐Ÿ”—https://www.youtube.com/watch?v=gxAaO2rsdIs

Explanation of a mathematical simulation of an epidemic from 3 Blue 1 Brown, a math YouTube channel that focuses on higher mathematics with a distinct visual perspective.


Trump Wants to โ€˜Reopen America.โ€™ Hereโ€™s What Happens if We Do.

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.nytimes.com/interactive/2020/03/25/opinion/coronavirus-trump-reopen-america.html?

Interactive pandemic curve map to show the impact of social distancing measures in the US.


A deadly trajectory: Confirmed covid-19 deaths

๐ŸŒ๐Ÿ”—https://www.economist.com/news/2020/03/11/the-economists-coverage-of-the-coronavirus

Time trend graph from The Economist hub for its Coronavirus coverage.


Flatten the Curve

Infographics showing the relationship of case counts to hospital capacity have been influential in shaping public and policy response. This section collects some of the most influential examples.


Flatten the Curve / Slow the Spread

๐ŸŒ๐Ÿ”—http://ctbergstrom.com/covid19.html

Infographic demonstrating the importance of interventions in reducing strain on the healthcare system CC BY 2.0.


File:COVID-19-curves-graphic-social-v3.gif

๐ŸŒ๐Ÿ”—https://commons.wikimedia.org/wiki/File:Covid-19-curves-graphic-social-v3.gif

Wikimedia collection of animated Flatten the Curve graphic in multiple languages.


Illustrations and Memes

Illustrations, visual explanations, and humorous images based on photos and drawings. Images emphasize realism over symbolism.


What COVID-19 Does to Your Body

๐ŸŒ๐Ÿ”—https://www.visualcapitalist.com/visualizing-what-covid-19-does-to-your-body/

Illustration on how covid-19 affect our lungs, from moderate to severe cases.


SARS-CoV-2 Spike Protein Structure

๐ŸŒ๐Ÿ”—https://falconierivisuals.com/?p=916

Falconieri Visuals created this visual explainer of the SARS-CoV-2 spike protein for medical illustrators.


Coronavirus at a Glance: Infographic

๐ŸŒ๐Ÿ”—https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/coronavirus-facts-infographic

Infographic emphasizing illustrations of medical and health promotion aspects of Coronavirus.


Types of Coronavirus Testing

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.sandiegouniontribune.com/news/health/story/2020-05-18/q-a-testing-everything-you-always-wanted-to-know-about-testing-for-the-coronavirus

San Diego Union-Tribune infographic illustrating features of 3 types of coronavirus testing.


COVID-19 Social Media Graphics

๐ŸŒ๐Ÿ”—https://drive.google.com/drive/folders/1wRshkuQoO1CfUQKoaTUy33GKlGrkYuXf

Multilingual, formatted graphics for different social media layouts, explaining how to flatten the curve


Understanding Coronavirus

๐ŸŒ๐Ÿ”—understandingcoronavirus.org

๐Ÿ”—https://github.com/goinvo/COVID19

Open source comic for learning about COVID-19 (written and drawn for teenagers and adults). Graphic medicine booklets + posters available on github.


Just For Kids: A Comic Exploring The New Coronavirus

๐ŸŒ๐Ÿ”—https://www.npr.org/sections/goatsandsoda/2020/02/28/809580453/just-for-kids-a-comic-exploring-the-new-coronavirus 

Comic designed for kids with input from experts. Downloadable as a zine. Also in Spanish and Chinese.


COVID_19

๐ŸŒ๐Ÿ”—https://github.com/eleanormurray/COVID_19 

5 Coronavirus Safety Tips and other Graphics. Lovely Graphic with 5 Tips for Coronavirus Safety translated into multiple languages. C

๐ŸŒ๐Ÿ”—https://www.facebook.com/COVID2019Infographics

Series of infographics about COVID-19 that have been translated into 20+ languages to get the right information, in an easy to understand format designed for sharing on Facebook.


'Wear Your Mask: The Urine Testโ€™ Analogy Meme

๐ŸŒ๐Ÿ”—https://www.truthorfiction.com/wear-your-mask-the-urine-test-analogy-meme/

Fact checking website Truth or Fiction discussion of the Urine Test meme, whose creator is unknown.


Coronavirus Dank Meme Stash

๐ŸŒ๐Ÿ”— https://www.facebook.com/groups/coronavirus.memes

Doctor's note: laughter is NOT the best medicine.


CoronavirusMemes

๐ŸŒ๐Ÿ”—https://www.reddit.com/r/CoronavirusMemes/

Coronavirus memes on Reddit


Network Diagrams

Infographics representing connections with network diagrams.


Singapore Connected Cases

๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ”—https://infographics.channelnewsasia.com/covid-19/coronavirus-singapore-clusters.html??cid=h3_referral_inarticlelinks_24082018_cna

Connected graph of Singapore cases - updated by local broadcaster CNA.


How are Singaporeโ€™s COVID-19 cases related?

๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ”—https://kontinentalist.com/stories/singapore-coronavirus-cases-spread-connections

Disjoint force-directed graph of the confirmed cases of COVID-19 in Singapore by Kontinentalist. Updated every 2 days.


The Risks - Know Them - Avoid Them

๐Ÿ‡จ๐Ÿ‡ณ๐Ÿ‡ฐ๐Ÿ‡ท๐Ÿ”—https://www.erinbromage.com/post/the-risks-know-them-avoid-them

Professor of Biology explains what we know about spread, includes links to influential early diagrams of indoor spread (restaurant, call center).


Genomic epidemiology of novel coronavirus - Global subsampling

๐ŸŒ๐Ÿ”—https://nextstrain.org/ncov/global

๐Ÿ—ฃhttps://twitter.com/nextstrain

Phylogeny showing evolutionary relationships of viruses from COVID-19 pandemic.


Big Tech's Contributions in the Fight Against COVID-19

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.visualcapitalist.com/big-tech-covid-19/

Graphic representation of financial flows from big tech to sectors of the economy fighting COVID-19.


The Anatomy of the $2 Trillion COVID-19 Stimulus Bill

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.visualcapitalist.com/the-anatomy-of-the-2-trillion-covid-19-stimulus-bill/

Diagram linking categories of recipients of Coronavirus relief funds.


Scatterplots


Graphs showing correlations and relationships between variables by plotting points or bubbles.


The Front Line: Visualizing the Occupations with the Highest COVID-19 Risk

๐ŸŒ๐Ÿ”—https://www.visualcapitalist.com/the-front-line-visualizing-the-occupations-with-the-highest-covid-19-risk/

Bubble chart showing occupations with the highest risks based on physical job attributes by salary. Data from U.S. Department of Labor O*NET database.


Analysis of Percentage growth in total Deaths from Coronavirus by Country

๐ŸŒ๐Ÿ”—https://paulyoudellcom.wordpress.com/blog-2/

Analysis on the Coronavirus outbreak in each country by an economist. Plots the % change in deaths against deaths.


Time Trend Infographics

Infographics emphasising change over time, such as timelines and time series.


COVID-19 Worldwide Growth Rates

๐ŸŒ๐Ÿ”—http://nrg.cs.ucl.ac.uk/mjh/covid19/#covid-eu-norm4

University College London Professor of Networked Systems Mark Handley provides graphs of COVID-19 global growth rate and commentary. Graphs have CC0 "No rights reserved" license.


COVID-stats

๐ŸŒ๐Ÿ”—https://covid-stats.theo.io/dashboard_draggable.php

๐Ÿ—ฃ https://twitter.com/theosanderson

Graph where country case-curves can be offset and overlaid on one another with growth projections.


Tracking COVID-19 excess deaths across countries

๐ŸŒ๐Ÿ”—https://www.economist.com/graphic-detail/2020/04/16/tracking-covid-19-excess-deaths-across-countries

The Economist graphs total deaths over time to show that official COVID-19 death tolls under-count the true number of fatalities. The database The Economist uses is also available via Github ๐Ÿ”—https://github.com/TheEconomist/covid-19-excess-deaths-tracker


The Financial Times data visualisations covering various global aspects

๐ŸŒ๐Ÿ”—https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441

The FT graphs totals, trends and excess morbidity, by country and by urban area.


Current situation of countries relative to their peak. COVID-19 deaths per day

๐ŸŒ๐Ÿ”—https://www.investmentwatchblog.com/current-situation-of-countries-relative-to-their-peak-covid-19-deaths-per-day/

Small multiples time trend graph for 63 countries.


Euromono data from the EU also tracking excess morbidity by age group

๐Ÿ‡ช๐Ÿ‡บ ๐Ÿ”—https://euromomo.eu/graphs-and-maps

Collated European data from partner countries (incl EU, UK and Schenigan group, excludes Turkey), colated by age group and z-scores.


COVID-19 charts

๐ŸŒ๐Ÿ”—https://valis.pub/

Make your own chart of the covid-19 pandemic, comparing timeseries for any countries, states, and US counties.


'Should I...': The top 10 Google suggestions in March/April 2020

๐Ÿ”—https://public.flourish.studio/visualisation/1512938/

๐Ÿ—ฃ [email protected] 

The top 10 Google autocomplete suggestions from seed โ€˜should iโ€ฆโ€™ (i.e. top safety concerns of the British public each day) and (i.e. topics where the public is seeking advice) from 02/03/2020


Virus Progression

๐Ÿ”—https://takwimu.africa/profiles/covid-19

Trends in case counts by country in Africa.


COVID-19 contagion spread in Italy 

๐Ÿ‡ฎ๐Ÿ‡น๐Ÿ”—https://public.flourish.studio/visualisation/1514619/

COVID-19 contagion spread in Italy (updated daily)- Barchart race of the italian areas with the highest number of contagion. Updated daily with official data from italian government (Protezione Civile).


How has Singapore responded to COVID-19?

๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ”—https://kontinentalist.com/stories/singapore-response-wuhan-coronavirus-timeline

A timeline viz of Singaporeโ€™s government/community response as the situation develops both locally and internationally. Updated every 2 days.


An Incalculable Loss

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.nytimes.com/interactive/2020/05/24/us/us-coronavirus-deaths-100000.html

Interactive timeline version of New York Times front page remembrance of 100,000 COVID-19 deaths.


TOP-10 Average Daily Cause of Death in US from CDC 2018

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://public.flourish.studio/visualisation/1894638/?fbclid=IwAR0jLyEg8OolDSmd-vLrunMswhdTUKnIQvORkw2zF-15PhwFEksqzNKSLtk

Bar chart race animation showing how COVID-19 compares to other causes of death from March 1.


COVID-19 Consumer Impact Tracker

๐ŸŒ๐Ÿ”—https://meetglimpse.com/covid19

Glimpse tracks every topic across the internet. Here are non-obvious trends impacted by Coronavirus.


The Fedโ€™s Balance Sheet: The Other Exponential Curve

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.visualcapitalist.com/the-feds-balance-sheet-the-other-exponential-curve/

Time trend graph showing US Federal Reserve macroeconomic pandemic response.


Three graphs that show a global slowdown in COVID-19 deaths

๐Ÿ”—https://theconversation.com/three-graphs-that-show-a-global-slowdown-in-covid-19-deaths-135756

Criticized for complexity, tornado plot with time trends over scatterplot of average and change in deaths.


Georgia Department of Health slammed for misleading coronavirus data

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://nypost.com/2020/05/19/georgia-agency-bashed-for-using-erroneous-coronavirus-data/

Cautionary tale: This time trend graph from the state of Georgia's Department of Health was widely criticized, although some criticism may have taken the graph out of context.


The Trump administrationโ€™s โ€œcubic modelโ€ of coronavirus deaths, explained

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.vox.com/2020/5/8/21250641/kevin-hassett-cubic-model-smoothing

Cautionary tale: This time trend graph naively applied a cubic projection, resulting in a projection that daily US COVID-19 deaths would reach zero in mid-May.


Topical Infographics


Infographics that combine text, symbolic images, and numbers to give multiple perspectives on a topic. Unlike a dashboard, this classic infographic format is typically not updated over time.


Every Vaccine and Treatment in Development for COVID-19, So Far (April 1, 2020)

๐ŸŒ๐Ÿ”—https://www.visualcapitalist.com/every-vaccine-treatment-covid-19-so-far/

Infographic summarizing current status of diagnostics, treatments, and vaccines.


Decoding COVID-19

๐ŸŒ๐Ÿ”—https://multimedia.scmp.com/infographics/news/china/article/3075382/decoding-coronavirus-covid-19/index.html

Multimedia infographic from South China Morning Post explaining biological aspects of Coronavirus.


Maps

Infographics that emphasise geography. Many dashboards also include maps.


The Countries Best and Worst Prepared for an Epidemic

๐ŸŒ๐Ÿ”—https://www.statista.com/chart/20629/ability-to-respond-to-an-epidemic-or-pandemic/

This infographic, which placed the US among the countries best prepared to respond, did not age well.


Maps of Cases


COVID-19 (Coronavirus) Update: Chronology of a Pandemic

๐ŸŒ๐Ÿ”—https://world-mapper.org/covid-19-coronavirus/

Visual chronology emphasising proportional world maps.


Tracking the spread of the novel Coronavirus

๐ŸŒhttps://graphics.reuters.com/CHINA-HEALTH-MAP/0100B59S39E/index.html

Map of Coronavirus spread from Reuters.


Mapping the novel Coronavirus pandemic

๐Ÿ‡จ๐Ÿ‡ณ๐Ÿ”—https://storymaps.arcgis.com/stories/4fdc0d03d3a34aa485de1fb0d2650ee0From Esri's StoryMaps team. Detailed maps of early spread of virus in and around Wuhan, China.

๐Ÿ”—https://graphics.reuters.com/CHINA-HEALTH-MAP/0100B59S39E/index.html

Animated map from Reuters showing the spread over time.


COVID-19 in derivatives

๐ŸŒ๐Ÿ”—Link: https://pernaletec.shinyapps.io/covid_derivative_db/

๐Ÿ”— Data source: https://github.com/pernaletec/covid19_derivatives

Map of cases, change in number of cases, and change in rate of change (cases, 1st & 2nd derivatives).


Effective transmission across the globe: the role of climate in COVID-19 mitigation strategies

๐ŸŒ๐Ÿ”—https://cmmid.github.io/topics/covid19/role-of-climate.html0

Map of transmission status for COVID-19 and comparison of transmission status with average population adjusted temperature and relative humidity shows little effect of climate.


Novel Coronavirus (COVID-19) Infection Map

๐ŸŒ๐Ÿ”—https://hgis.uw.edu/virus/

Coronavirus infection map. Data sourced from WHO, New York Times, NBC News, CDC, Baidu, etc.


Novel Coronavirus Map

๐ŸŒ๐Ÿ”— https://infographics.channelnewsasia.com/covid-19/map.html

๐Ÿ—ฃ https://twitter.com/Channelnewsasia

Map of worldwide cases and deaths, per country from Channel News Asia. Simple to read and well laid out. Topographic map clearly shows natural features.


Interactive Coronavirus province level maps in multiple languages

๐ŸŒ๐Ÿ”—https://www.endcoronavirus.org/map/english

Created by endcoronavirus.org (ECV), an international volunteer coalition of scientists, community organisers, caring citizens, business owners, and individuals with a mission to develop effective, community-based solutions. ECV began at the New England Complex Systems Institute (NECSI).


HealthMap

๐ŸŒ๐Ÿ”—https://www.healthmap.org/covid-19/

Nice animation showing the spread of Coronavirus from the beginning of the outbreak from Open COVID-19 Data Curation Group.


US Health Weather Map

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.healthweather.us/?mode=Atypical

Map from internet-connected thermometer company Kinsa showing total and atypical illness levels.


MAP: The Danish regions most affected by Coronavirus

๐Ÿ‡ฉ๐Ÿ‡ฐ๐Ÿ”— https://www.datawrapper.de/_/PE9re/

Visualization of Coronavirus cases by Danish region using DataWrapper. Data: Statums Serum Institut.


COVID-19 US Map

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://mappingsupport.com/p2/gissurfer.php?basemap=USA_basemap&center=37.157050%2C-96.328125&overlay=County_boundaries%2CCOVID-19_cases_by_county&txtfile=https%3A%2F%2Fmappingsupport.com%2Fp2%2Fdisaster%2Fcoronavirus%2Fjohn_hopkins.txt&zoom=4

Interactive map with COVID-19 cases by county. Data source: John Hopkins University


Interactive Map: Coronavirus Cases In NYC By Zip Code

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://gothamist.com/news/interactive-map-coronavirus-cases-nyc-zip-code

Raw data source:

๐Ÿ”— https://github.com/nychealth/coronavirus-data/blob/master/tests-by-zcta.csv

Interactive map of New York City cases by zip code


Maps about Travel


Where America Didnโ€™t Stay Home Even as the Virus Spread

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://twitter.com/Joseph_GL_Lee/status/1245695311747649536

New York Times map of US reductions in travel. Influential map and accompanying article drew attention to geographic disparities within US.


World Travel Restrictions - UN World Food Programme - Emergency Division

๐ŸŒ๐Ÿ”—http://arcg.is/uHyuO

Global travel restrictions from the World Food Programme. Mobile version available.


EpiRisk

๐ŸŒ๐Ÿ”—http://epirisk.net/

EpiRisk is a computational platform to estimate of the probability of exporting infected individuals from sites affected by a disease outbreak to other areas in the world through the airline transportation network and the daily commuting patterns and model the effects of travel restrictions.


Dashboards

A dashboard combines multiple types of indicators, such as maps, trends, counts, and shares. The dashboards in this section include global data and may allow it to be displayed separately by country. This section will be useful for people who want to understand various aspects of the pandemic. It is also useful for people who create infographics, to compare different ways of displaying data on a dashboard.


Collections of Global Dashboards

This section is for collections that contain multiple global dashboards.


The Best and the Worst of the Coronavirus Dashboards

๐ŸŒ๐Ÿ”—https://www.technologyreview.com/2020/03/06/905436/best-worst-coronavirus-dashboards/

MIT Technology Review's ranking of Coronavirus dashboards (also used to provide some of the descriptions of dashboards mentioned here).


Tableau's COVID-19 Data Hub

๐ŸŒ๐Ÿ”—https://www.tableau.com/covid-19-coronavirus-data-resources

Tableau data analysis software provides a curated collection of COVID-19 dashboards. Includes Daily Dashboard, Community Visualizations, and Global COVID-19 Starter Workbook.


List of Novel Coronavirus Dashboards: Interactive Map Dashboards

๐ŸŒ๐Ÿ”— https://storymaps.arcgis.com/stories/a1746ada9bff48c09ef76e5a788b5910

Collection of sites using the mapping platform ESRI / Arcgis to create COVID-19 dashboards.


How I track the Coronavirus

๐ŸŒ๐Ÿ”—https://bryanalexander.org/digital-literacy/how-i-track-the-coronavirus/

Blog by futurist and Georgetown Professor Bryan Alexander linking to dashboards and commenting on their usefulness.


COVID-19 Coronavirus Pandemic

๐ŸŒ๐Ÿ”—https://www.worldometers.info/coronavirus/

Worldometer, a small, independent US-based media company voted one of the best free reference websites by the the American Library Association (ALA), provides Coronavirus statistics, graphs, countries, death rate, symptoms, incubation, transmission, and news.


World COVID-19 tracker

๐ŸŒ๐Ÿ”— https://georank.org/covid

GeoRank visualizations of JHU, WHO, and CDC data emphasizing rankings and comparisons.


GermInfo: Site for Coronavirus / COVID-19 Info

๐ŸŒ๐Ÿ”—https://www.germinfo.org/

A library of dashboards summarising the latest numbers around COVID-19 from GermInfo. Site solicits donations and markets telehealth services and medical supplies.


Individual Global Dashboards


COVID-19 Dashboard by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University (JHU)

๐ŸŒ๐Ÿ”—https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6

Comprehensive and extremely popular, but the colour scheme has been known to induce anxiety.


Coronavirus (COVID-19)

๐Ÿ‡บ๐Ÿ‡ณ๐Ÿ”— https://covid19.who.int/

Dashboard from World Health Organization


COVID-19 Coronavirus Tracker

๐ŸŒ๐Ÿ”—https://www.kff.org/global-health-policy/fact-sheet/coronavirus-tracker/

Global Coronavirus tracker from Kaiser Family Foundation (KFF) Global Health Policy group.


COVID-19 pandemic cases

๐ŸŒ๐Ÿ”—https://en.wikipedia.org/wiki/COVID-19_pandemic_cases

The Wikipedia page for cases functions as a global dashboard.


Global COVID-19 Tracker & Interactive Charts

๐ŸŒ๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ‡จ๐Ÿ‡ฆ๐Ÿ”—https://coronavirus.1point3acres.com/en

Global dashboard with focus on US and Canada from 1point3acres. Ad supported.


COVID-19 surveillance dashboard

๐ŸŒ๐Ÿ”—https://nssac.bii.virginia.edu/covid-19/dashboard/

Dashboard with map and case counts from University of Virginia Biocomplexity Institute.


Information is Beautiful Data Pack

๐ŸŒ๐Ÿ”—https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/

Widely shared infographic with seriousness of symptoms, worldwide recovery, demographic-related death rates, flattening the curve, mentions in the media. Updates appear to be daily.


COVID-19 Outbreaks

๐ŸŒ๐Ÿ”— https://covid.sdelmont.com/

๐Ÿ—ฃ https://twitter.com/sd 

Dashboard emphasizing trends over tine. Uses John Hopkins data, and intra-day updates from Worldometers, to visualize outbreaks each country (and regional when available), in terms of deaths per day. Includes links to news and wikipedia pages for each country. Mobile-friendly.


nCoV2019.live

๐ŸŒ๐Ÿ”—https://ncov2019.live/data

๐Ÿ—ฃ@AviSchiffmann

Coronavirus dashboard with wiki and newsletter created by a high school student in Washington state.


Coronavirus Country Comparator

๐ŸŒ๐Ÿ”— https://boogheta.github.io/coronavirus-countries/ 

๐Ÿ—ฃ https://twitter.com/boogheta 

Uses John Hopkins data to visualize, superimpose, stack, fit or compare cases by country.


Covy

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://covy.app/?lat=40.29399&lng=-104.81659&dlat=-20.90077&dlng=-28.95996&z=4&c=7206

Live visualisation of COVID-19 cases from the Covy App (US based but mapped globally).


COVID-19 Coronavirus Map

๐ŸŒ๐Ÿ”—https://covid19.health/

Dashboard includes map, time trends, bubble chart.


COVID-19 Global Pandemic Real Time Report

https://ncov.dxy.cn/ncovh5/view/en_pneumonia?from=dxy&link=&share=&source=

Hosted by DXY DX Doctor, a Chinese online community for physicians.


COVID-19 Cases

๐ŸŒ๐Ÿ”—https://nomadlist.com/chart?chart_x=corona_deaths_per_million&chart_y=corona_cases_per_million&show_labels=true&show_population_as_bubble_size=true&log_x=true&log_y=true

Maps of Coronavirus cases from membership website NomadList, a community of international travelers working remotely around the world.


Tracking Coronavirus: Map, data and timeline

๐ŸŒ๐Ÿ”—https://bnonews.com/index.php/2020/04/the-latest-coronavirus-cases/

From Netherlands-based news agency BNO News. Published April 1 and not updated.


COVID-19 data dashboard on Telegram

๐Ÿ”—https://t.me/covid_dashboard?fbclid=IwAR2yzUuffJQBe8Kt4sWAclFAhMYEKM9e569BctuJHzJ9Q2xlSZk-OoNesLI

Appears to require installation of Telegram app.


COVID-19info.live

๐ŸŒ๐Ÿ”—https://covid19info.live/

Global dashboard with statistics and news. Support for multiple European languages and Vietnamese.


COVID-19 Global cases- open source version.

๐ŸŒ๐Ÿ”—https://chschoenenberger.shinyapps.io/covid19_dashboard/

Created to show that open-source technologies, such as R Shiny, can be used to create a decent dashboard in few hours. Features a neutral color scheme.


COVID-19 Status Reports

๐ŸŒ๐Ÿ”—http://covid-19-status-reports.herokuapp.com/

Global comparative dashboard including countries + regional groupings like EU, Asia, etc. Uses Johns Hopkins, New York Times, and Robert Koch Institute data.


Oxford: COVID-19 Government Response Tracker (OxCGRT)

๐ŸŒ๐Ÿ”—https://www.bsg.ox.ac.uk/research/research-projects/oxford-covid-19-government-response-tracker

Oxford University dashboard displaying government responses tracked rigorously and consistently.


Coronavirus pandemic: Tracking the global outbreak

๐ŸŒ๐Ÿ”—https://www.bbc.co.uk/news/world-51235105

Tracking the global outbreak by BBC News Visual and Data Journalism Team.


Coronavirus Map: Tracking the Global Outbreak

๐Ÿ”—https://www.nytimes.com/interactive/2020/world/coronavirus-maps.html

Coronavirus map: Tracking the global outbreak by the New York Times. Global dashboard that also includes detail for US states and major cities.


Global Forecasting Dashboards

Coronavirus 10-day forecast

๐ŸŒ๐Ÿ”—https://benflips.shinyapps.io//

10-day forecasts based on current cases from the University of Melbourne.


COVID-19 forecasting

๐ŸŒ๐Ÿ”— http://epidemicforecasting.org

1-year forecasts, country-by-country, based on a global model of travel patterns running on high-performance computers. Model includes technological advances and mitigation measures based on a database tracking 100+ global measures. From University of Oxford.


Updated COVID-19 (Coronavirus) statistics and analysis

๐Ÿ”—https://nucleuswealth.com/articles/updated-coronavirus-statistics-cases-deaths-mortality-rate/

COVID-19 (Coronavirus) FAQs with statistics and analysis by Nucleus Wealth. Has evolved through 3 phases: spread, extent and lethality of outbreaks, and predicting peaks and shutdown durations.


Global Media Dashboards

OneSub Coronavirus News & โ€œPolitical-Illnessโ€ Feed

๐ŸŒ๐Ÿ”—https://onesub.io/covid/

๐Ÿ—ฃOneSub ๐Ÿ—ž Better News (@onesub_)

Global statistics and recently published articles. Tracking politicians: onesub.io/covid#gov

Please suggest sources weโ€™d do well to include. UK tabloids excluded at the moment.


RavenPack Coronavirus News Monitor

๐Ÿ”—https://coronavirus.ravenpack.com/

Tracks information and media analytics in real-time sourced from +19,000 media sources worldwide and measures the level of panic, social distancing, among other key topics in the news.


Coronavirus Search Trends

๐ŸŒ๐Ÿ”—https://trends.google.com/trends/story/US_cu_4Rjdh3ABAABMHM_en

Google's dashboard of trends in search terms related to the Coronavirus.


Geographical Region and Country Dashboards

Dashboards with data for a specific region, country, or subnational unit. Like all dashboards, these graphics combine multiple forms of data to inform decisions and monitor progress. Regions are defined and organized based on the United Nations Statistical Methodology.


Dashboards by Continent: Africa


๐Ÿ‡ฟ๐Ÿ‡ฆSouth Africa


Corona Stats

๐Ÿ‡ฟ๐Ÿ‡ฆ๐Ÿ”—http://corona-stats.co.za/

Country: South Africa

Verified/vetted data added. Explicitly no projections or conclusions included. Also available for Democratic Republic of Congo.


COVID-19 ZA Dashboard

๐Ÿ‡ฟ๐Ÿ‡ฆ๐Ÿ”—https://datastudio.google.com/u/0/reporting/1b60bdc7-bec7-44c9-ba29-be0e043d8534/page/hrUIB

South Africa Dashboard. University of Pretoria Data Science for Social Impact Research Group Dashboard


Coronavirus in South Africa

๐Ÿ‡ฟ๐Ÿ‡ฆ๐Ÿ”—https://mediahack.co.za/datastories/coronavirus/dashboard/

MediaHack COVID-19 Dashboard


๐Ÿ‡บ๐Ÿ‡ฌUganda


MoH Uganda: COVID-19 Information Portal

๐Ÿ‡บ๐Ÿ‡ฌ๐Ÿ”—https://covid19.gou.go.ug/

The ministry of health COVID-19 Dasboard


KCCA COVID - 19 Response Hub

๐Ÿ‡บ๐Ÿ‡ฌ๐Ÿ”—https://coronavirus-response-19-ctf-kcca-gisservices.hub.arcgis.com/

Kampala Capital City Authority Esri Dasboard


Dashboards by Continent: Americas


Where Is the Coronavirus in Latin America?

๐ŸŒ๐Ÿ”— https://www.as-coa.org/articles/where-coronavirus-latin-america

Latin America current cases by American Society Council of the Americas.


The Caribbean


CARICOM COVID-19 Dashboard

๐Ÿ”—https://infogram.com/1p3mqdeyw3kzpjb0gv052y96d3sdm9p9zyd

Confirmed cases, deaths and recoveries for the 20 member and associate member states in the Caribbean.


๐Ÿ‡จ๐Ÿ‡ฆCanada


COVID-19 (Coronavirus) Updates: Canada

๐Ÿ‡จ๐Ÿ‡ฆ๐Ÿ”—https://www.covid-19canada.com/

Canada info and maps. Ad supported. Includes link to national and provincial self-assessment tools.


COVID-19 in Canada

๐Ÿ‡จ๐Ÿ‡ฆ๐Ÿ”— https://covid19incanada.ca/

Visual timeline and map of COVID-19 in Canada, updated frequently. Data from official federal and provincial sources, and CBC.


๐Ÿ‡บ๐Ÿ‡ธUnited States: National-level


Coronavirus Disease 2019 (COVID-19)

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcases-in-us.html

Cases in the US by Centers for Disease Control (CDC).


COVIDcast, from Carnegie Mellon University

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https was://covidcast.cmu.edu/

Displays signals related to COVID-19 activity levels across the United States. All these signals taken together may suggest heightened or rising COVID-19 activity in specific locations


Is your community ready to reopen?

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://covidactnow.org/

Real-time modeling and metrics. All 50 states. 2,100+ counties. Estimates risks of reopening based on cases, deaths, testing, and hospital capacity.


COVID-19 Mobility Data Network

๐Ÿ”— https://visualization.covid19mobility.org/

Dashboard of population mobility data and physical distancing efforts. A collaboration between Facebook Data for Good and COVID-19 Mobility Data Network. Designed and built by Stamen.


U.S. Consumer Activity During COVID-19 Pandemic

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”— https://www.safegraph.com/dashboard/covid19-commerce-patterns

Consumer activity: Foot Traffic by Day, Year-over-year, from SafeGraph.


Understanding The Impact of COVID-19 With Foot Traffic Data

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://enterprise.foursquare.com/intersections/article/understanding-the-impact-of-covid-19/

Infographics analyzing economic disparities in who is able to stay home / social distance


United States Coronavirus (COVID-19) Tracker

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”— https://infection2020.com/

Data sources: CDC, WHO, JHU CSSE, and state agencies. Supported by ads and donations.


Social Distancing Scoreboard

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.unacast.com/covid19/social-distancing-scoreboard

Data visualizations to empower organizations to measure and understand the efficacy of social distancing initiatives at the local level. By unacast, makers of the Retail Impact Scorecard.


Coronavirus Atlas

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://3lj7l.glideapp.io/

Glide app - summary of state-level data on your phone. Daily updates from COVID Tracking Project API.


๐Ÿ‡บ๐Ÿ‡ธState-level


COVID-19 Public Dashboard

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://public.tableau.com/views/COVID-19PublicDashboard/Covid-19Public?:embed=y&:display_count=no&:showVizHome=no

Interactive dashboard with county level data for California. Includes separate tab for hospital data.


California COVID-19 by the Numbers

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.cdph.ca.gov/Programs/CID/DCDC/PublishingImages/COVID-19/May9_CA-COVID19_Numbers.png

One-page printable dashboard for state of California.


Florida's COVID-19 Data and Surveillance Dashboard

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://experience.arcgis.com/experience/96dd742462124fa0b38ddedb9b25e429

From Florida Department of Health, Division of Disease Control and Health Protection.


Florida Ousts Top COVID-19 Data Scientist

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.npr.org/sections/coronavirus-live-updates/2020/05/19/859119865/florida-ousts-top-covid-19-data-scientist?utm_source=twitter.com&utm_campaign=npr&utm_medium=social&utm_term=nprnews

National Public Radio (NPR) reports scientist said she's been fired for refusing to manipulate the data.


Florida's Community Coronavirus Dashboard

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://floridacovidaction.com/

Alternative dashboard created by data scientist formerly in charge of Florida's dashboard.


New Jersey COVID-19 Dashboard

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www.nj.gov/health/cd/topics/covid2019_dashboard.shtmlDashboard of New Jersey cases.


COVID-19 North Carolina Dashboard

https://www.ncdhhs.gov/divisions/public-health/covid19/covid-19-nc-case-count

Data dashboard from NC Department of Health and Human Services.


๐Ÿ‡บ๐Ÿ‡ธLocal (Cities and Counties)


How Severe Are Coronavirus Outbreaks Across the U.S.? Look Up Any Metro Area

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://twitter.com/sangerkatz/status/1246061372640825345

https://www.nytimes.com/interactive/2020/04/03/upshot/coronavirus-metro-area-tracker.html

Tracking Coronavirus in US urban areas, by the New York Times.


LA COVID-19 Neighborhood Maps

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—http://la.myneighborhooddata.org/covid-19/

Los Angeles County dashboard from Neighborhood Data for Social Change project at University of Southern California, Sol Price School of Public Policy.


COVID-19: Data

๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ”—https://www1.nyc.gov/site/doh/covid/covid-19-data.page#download

NYC Health Dept releases chart of Coronavirus cases by zip code. Looks like those who have the farthest commutes by train also have highest instances.


COVID-19 by Continent: Asia


China


China Info & Maps

๐Ÿ‡จ๐Ÿ‡ณ๐Ÿ”—https://news.qq.com/zt2020/page/feiyan.htm?ADTAG=area#/global

Daily update of cases from qq.nt). In Chinese.


Latest Situation of Coronavirus Disease (COVID-19) in Hong Kong

๐Ÿ‡ญ๐Ÿ‡ฐ๐Ÿ”—https://chp-dashboard.geodata.gov.hk/covid-19/en.html

Hong Kong Dashboard. Update by government. In English.


Macau Dashboard

๐Ÿ‡ฒ๐Ÿ‡ด๐Ÿ”—http://www.netcraft.com.mo/dashboards.html?fbclid=IwAR0zJ91XbD-HTdXf-dgr9ChgcglP7Uk63JAwr4POSusoZlHPlhSu5eTTZIs

Macau Dashboard. In Chinese.


๐Ÿ‡ฎ๐Ÿ‡ณIndia


Defeat COVID

๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿ”— https://defeatcovid.org

๐Ÿ—ฃ [email protected]

Data Dashboard for India with opportunity to self-report symptoms.


COVID Visual

๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿ”— https://www.covidvisual.in

Dashboard for India and subnational units.


India - COVID-19 Dashboard

๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿ”—https://popd๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿ”—ash.org/

Dashboard for India with map and news sources.


Dashboard: Odisha

๐Ÿ‡ฎ๐Ÿ‡ณ๐Ÿ”—https://statedashboard.odisha.gov.in/

Dashboard for Indian state of Odisha from Department of Electronics and Information Technology.


๐Ÿ‡ฎ๐Ÿ‡ฉIndonesia 


COVID-19 INONESIA: Kota PER Sebaran ODP & PDP

๐Ÿ‡ฎ๐Ÿ‡ฉ๐Ÿ”— https://co.vid19.id/

Indonesia Dashboard- Data sources: Indonesian Ministry of Health.


Pusat Informasi & Koordinasi COVID-19: Provinsi Jawa Barat

๐Ÿ‡ฎ๐Ÿ‡ฉ๐Ÿ”— https://pikobar.jabarprov.go.id/#/ 

West Java COVID-19 distribution map: confirmed, patients under supervision [PDP], and people under observation [ODP]). Data sources: West Java Health Agency


๐Ÿ‡ฏ๐Ÿ‡ตJapan


Coronavirus Disease (COVID-19) Situation Report in Japan

๐Ÿ‡ฏ๐Ÿ‡ต๐Ÿ”— https://toyokeizai.net/sp/visual/tko/covid19/en.html

Japan Dashboard from Toyo Keizai Online.


Tokyo Dashboard Latest updates on COVID-19 in Tokyo

๐Ÿ‡ฏ๐Ÿ‡ต๐Ÿ”—https://dev-covid19-tokyo.netlify.com/en

Dashboard for Tokyo with interesting visual representation of test counts.


Japan COVID-19 Coronavirus Tracker

๐Ÿ‡ฏ๐Ÿ‡ต๐Ÿ”—https://covid19japan.com/

In Japanese, English, and Spanish.


๐Ÿ‡ฒ๐Ÿ‡พMalaysia


COVID-19 in Malaysia

๐Ÿ‡ฒ๐Ÿ‡พ๐Ÿ”—https://newslab.malaysiakini.com/covid-19/en?fbclid=IwAR3qNJM4ez6jT5iC7T9dQ26uPOsimVzLsS0Rd9Z9TOpo6jIXcZ1nobjtndk

Malaysia Dashboard- created by Malaysiakini Newslab and MOH


๐Ÿ‡ฒ๐Ÿ‡ฒMyanmar 


CoronavirusDisease (COVID-19) Surveillance Dashboard (Myanmar)

๐Ÿ‡ฒ๐Ÿ‡ฒ๐Ÿ”—http://mohs.gov.mm/Main/content/publication/2019-ncov

Myanmar Dashboard


๐Ÿ‡ต๐Ÿ‡ญPhilippines


COVID-19 Tracker

๐Ÿ‡ต๐Ÿ‡ญ๐Ÿ”— https://ncovtracker.doh.gov.ph/

๐Ÿ—ฃ Philippine Department of Health

Philippines Dashboard, Data sources: Epidemiology Bureau, Department of Health, Philippines


COVID-19 in the Philippines

๐Ÿ‡ต๐Ÿ‡ญ๐Ÿ”—https://datastudio.google.com/u/0/reporting/1VgIKMvPGEJ6IW9TF9g4ZB-j-ZyZWyB-r/page/nGDIB?s=rnxK_bdo2z8

Philippines Dashboard


Coronavirus Disease (COVID-19) Situation

๐Ÿ‡ต๐Ÿ‡ญ๐Ÿ”—https://www.inquirer.netdurha/novel-coronavirus-update

Philippine Dashboard, Data Sources: WHO, Department of Health, Philippines


๐Ÿ‡ธ๐Ÿ‡ฌSingapore


๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ”— http://www.wuhanvirus.sg/ Firefox Warning: Potential Security Risk Ahead

๐Ÿ—ฃ [email protected] 

Singapore Dashboard- Data sources: Singapore MOH. Uses official data from the Singapore Ministry of Health. As such, some of the data is extremely specific (including approximate residence of patients) and thus some privacy concerns have been raised.


Dashboards by Continent: Europe


๐Ÿ‡ฆ๐Ÿ‡น Austria


Official Government Dashboard plus Open Data CSV download

๐Ÿ”—https://info.gesundheitsministerium.at


Open Data Portal COVID-19 Data

๐Ÿ”—https://www.data.gv.at/covid-19/


๐Ÿ‡ง๐Ÿ‡ชBelgium


COVID-19 โ€“ pidemiologisch Bulletin

๐Ÿ‡ง๐Ÿ‡ช๐Ÿ”—https://epidemio.wiv-isp.be/ID/Documents/Covid19/Meest%20recente%20update.pdf 

Dashboard of data visualizations for Belgium.


๐Ÿ‡จ๐Ÿ‡ฟCzech Republic


COVIDโ€‘19: Pehled aktuรกlnรญ situace v ฤŒR

๐Ÿ‡จ๐Ÿ‡ฟ๐Ÿ”—https://storymaps.ardc0alne.mzcr.cz/covid-19

Overview of the current situation in the Czech Republic.


๐Ÿ‡ช๐Ÿ‡ชEstonia


Koroonakaar

๐Ÿ‡ช๐Ÿ‡ช๐Ÿ”— http://koroonakaart.ee

Visualization of Coronavirus cases in Estonia. Source: Health Board of Estonia.


๐Ÿ‡ซ๐Ÿ‡ฎFinland 


Suomen koronavirus-tartuntatilanne

๐Ÿ‡ซ๐Ÿ‡ฎ๐Ÿ”— https://korona.kans.io/

๐Ÿ”—https://github.com/HS-Datadesk/koronavirus-avoindata#direct-interface-to-hs-data

Source: Helsingin Sanomat (media) JSON API


๐Ÿ‡ซ๐Ÿ‡ทFrance


Bilan en diect sur l'รฉvolution du Coronavirus en France et dans le monde

๐Ÿ‡ซ๐Ÿ‡ท๐Ÿ”—https://www.bilancoronavirus.fr/?utm_source=datastudio&utm_medium=datastudio&utm_campaign=datastudio

Notre projet a pour vocation de permettre aux citoyens de mieux comprendre et analyser l'รฉvolution รฉpidรฉmiologique du coronavirus (covid-19 / SARS-CoV-2) en France et dans le monde.


๐Ÿ‡ฉ๐Ÿ‡ชGermany


Berliner-Mogenpost Coronavirus-Monitor

๐Ÿ‡ฉ๐Ÿ‡ช๐Ÿ”—https://interaktiv.morgenpost.de/corona-virus-karte-infektionen-deutschland-weltweit/

Coronavirus-Fรคlle in Deutschland.


Robert Koch-Institut: COVID-19-Dashboard

๐Ÿ‡ฉ๐Ÿ‡ช๐Ÿ”—https://experience.arcgis.com/experience/478220a4c454480e823b17327b2bf1d4

COVID-19 dashboard for Germany from national public health institute.


Coronavirus-Karte fรผr Deutschland

๐Ÿ‡ฉ๐Ÿ‡ช๐Ÿ”—https://www.zeit.de/wissen/gesundheit/2020-03/coronavirus-deutschland-infektionen-faelle-verbreitung-epidemie-karte (Datenquelle)

Alle bestรคtigten Fรคlle auf einer Karte from news organization Zeit.


๐Ÿ‡ฌ๐Ÿ‡ทGreece


ฮ—ฮผฮตฯฮฎฯƒฮนฮฑ ฮ•ฯ€ฯƒฮบฯŒฯ€ฮทฯƒฮท

๐Ÿ‡ฌ๐Ÿ‡ท๐Ÿ”—https://covid19.gov.gr/covid19-live-analytics/

Dashboard from government of Greece.


ฮšฮฟฯฯ‰ฮฝฮฟฯŠฯŒฯ‚ SARS-CoV-2 (COVID-19) ฯƒฯ„ฮทฮฝ ฮ•ฮปฮปฮฌฮดฮฑ (ฮบฮฑฮธฮทฮผฮตฯฮนฮฝฮฎ ฮตฮฝฮทฮผฮญฯฯ‰ฯƒฮท)

๐Ÿ‡ฌ๐Ÿ‡ท๐Ÿ”—https://ageor.dipot.com/2020/03/Covid-19-in-Greece.html

Coronavirus dashboard for Greece from blog On anything & everything.


๐Ÿ‡ฎ๐Ÿ‡ธIceland 


COVID-19 รก slandi - Tรถlfrรฆรฐi

๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ”—https://www.covid.is/tolulegar-upplysingar

Iceland Dashboard


๐Ÿ‡ฎ๐Ÿ‡นItaly


COVID-19 oubreak in Italy

๐Ÿ‡ฎ๐Ÿ‡น๐Ÿ”—http://unwfp.maps.arcgis.com/apps/opsdashboard/index.html#/4f74fc222b7041cd9cc3c52e62af1b8c

Dashboard for Italy created by the United Nations World Food Programme - Emergency Division


Coronavirus in Italia, i dati e la mappa [Coronavirus in Italy, the data and the map]

๐Ÿ‡ฎ๐Ÿ‡น๐Ÿ”—https://lab24.ilsole24ore.com/coronavirus/ 

From news organization Il Sole 24 Ore


Coronavirus, la situazione in Italia

๐Ÿ‡ฎ๐Ÿ‡น๐Ÿ”—https://lab.gedidigital.it/gedi-visual/2020/coronavirus-i-contagi-in-italia/

Comprehensive overview nationwide or by region from multimedia division of Gruppo Editoriale GEDI.


๐Ÿ‡ต๐Ÿ‡ฑPoland


Porรณwnaj dae o epidemii koronawirusa (COVID-19) w wybranych krajach [Compare data on the Coronavirus (COVID-19) in selected countries]

๐Ÿ‡ต๐Ÿ‡ฑ๐Ÿ”—https://bankdanych.io/pl/covid

Polish data dashboard- Porรณwnaj dane o epidemii koronawirusa (COVID-19) w wybranych krajach


๐Ÿ‡ท๐Ÿ‡ดRomania


CoronavirusCOVID-19 Romรขnia

๐Ÿ‡ท๐Ÿ‡ด๐Ÿ”—https://covid19.geo-spatial.org/dashboard/main

Romania Map


๐Ÿ‡ช๐Ÿ‡ธSpain


COVID-19

๐Ÿ‡ช๐Ÿ‡ธ๐Ÿ”—https://covid19.isciii.es/

Dashboard from Spain's Ministry of Science and Innovation (within the Health Ministry).

This is also the source for data from Spain in the worldometers dashboard.



๐Ÿ‡จ๐Ÿ‡ญSwitzerland


COVID-19 Information for Switzerland

๐Ÿ‡จ๐Ÿ‡ญ๐Ÿ”—https://www.corona-data.ch/

Dashboard of COVID-19 situation in Switzerland.



๐Ÿ‡ฌ๐Ÿ‡งUnitedKingdom


Coronavirus (COVID-19) in the UK

๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ”— https://coronavirus.data.gov.uk/

UK Dashboard


NHS Pathways coronavirus triage dashboard

๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ”—https://digital.nhs.uk/dashboards/nhs-pathways

Potential COVID-19 symptoms reported through NHS Pathways and 111 online


COVID-19 UK Update

๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ”—https://covid19uk.live

UK dashboard. Open government license.


COVID-19 Now: Live Estimates for the UK

๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ”— http://whereisitin.london/COVID-19: track coronavirus cases

London dashboard- Data Source, here. Might not be uptodate. 

Includes a Bret Victor-style interactive model to help Londoners understand how many cases there actually are. It uses a simple exponential growth model fit to real data. Users can change the key parameters using a UI built with Bret Victor's Tangle framework. Prioritizes intelligibility over accuracy.


Coronavirus Scotland

๐Ÿด๓ ง๓ ข๓ ณ๓ ฃ๓ ด๓ ฟ๐Ÿ”—https://coronavirus.scot/

Dashboards for Scotland, England, Wales, and Northern Ireland


Local Authority COVID-19 dashboard

๐Ÿ‡ฌ๐Ÿ‡ง๐Ÿ”—https://odileeds.org/projects/hexmaps/covid-19/

๐Ÿ”—https://github.com/odileeds/hexmaps/blob/gh-pages/maps/uk-local-authority-districts-2019.hexjson

This map shows reported COVID-19 cases per capita as a Local Authority hex cartogram - this gives each Local Authority the same visual weight on the map. Some Local Authorities in England are missing because of inconsistencies. Github repository available.


Dashboards by Continent: Oceania


๐Ÿ‡ฆ๐Ÿ‡บAustralia


Coronavirus(COVID-19) at a glance

๐Ÿ‡ฆ๐Ÿ‡บ๐Ÿ”—https://www.health.gov.au/resources/publications/coronavirus-covid-19-at-a-glance

Australia's daily dashboard. Updated 3pm with data from states and territories. Downloadable as .pdf.


Coronavirus (COVID-19) in Australia

๐Ÿ‡ฆ๐Ÿ‡บ๐Ÿ”—https://www.covid19data.com.au/

Created by volunteers and supported by donations. Data based on media reports and verified with updates from state and federal health departments. CC BY 4.0 license.


Coronavirus COVID-19- Victoria, Australia - Public Exposure Sites

๐Ÿ‡ฆ๐Ÿ‡บ๐Ÿ”—Coronavirus COVID-19- Victoria, Australia - Public Exposure Sites

Lists specific locations and times of potential Coronavirus exposure. CC BY 3.0 Australia license.


COVID-19 in Australia - Real-time report

๐Ÿ‡ฆ๐Ÿ‡บ๐Ÿ”— https://covid-19-au.com/

Developed by a volunteer team, for non-commercial use only. Includes flights and cruise ships associated with Australian cases.


Find the facts about COVID-19

๐Ÿ‡ฆ๐Ÿ‡บ๐Ÿ”—https://preview.nsw.gov.au/covid-19/find-facts-about-covid-19

Australia New South Wales (NSW) statistics, with heat map of confirmed cases in NSW by postcode.


๐Ÿ‡ณ๐Ÿ‡ฟNew Zealand


COVID-19 Caes in New Zealand

๐Ÿ‡ณ๐Ÿ‡ฟ ๐Ÿ”—https://pinginsights.nz/covid-19-cases-in-new-zealand/

Dashboard for New Zealand. Mobile version available.



Miscellaneous Infographics

Infographics in this category may be outdated, contain unsourced data, or duplicate content presented more thoroughly elsewhere.


๐ŸŒ๐Ÿ”—https://docs.google.com/spreadsheets/d/1cJsqOU_qJk2_fZSC0rwDSNJ6cTeLChAA4gtYR8jDVfY/edit#gid=1906061768

Detailed spreadsheet and graphs of Corona over time. No obvious data source or author.


๐ŸŒ๐Ÿ”—https://covid2019.azurewebsites.net/

Stats and graphs for cases around the world. Data source and author unclear.


COVID-19 Progression

๐ŸŒ๐Ÿ”— https://coronavirus.arik.io

๐Ÿ—ฃ Arik โšก๏ธ (@arikaleph) 

Graph of aggregate and daily increases of infections, recoveries, and deaths aggregatable by country, and map of infection progression since January 22nd.


COVID-19: Coronavirus Dashboard by thebaselab

๐ŸŒ๐Ÿ”—https://coronavirus.thebaselab.com/