Starting a thread to consolidate various data sources shared across the community. Please reply to share any useful and reliable COVID-19 related data sources or dashboards, and we'll update the post!
Data Sources
Blog Articles
shared by @Ken_Black
Shared by @klpenney_Raytheon
https://informationisbeautiful.net/visualizations/covid-19-coronavirus-infographic-datapack/
https://docs.google.com/spreadsheets/d/1g_YxmDfQx7aOU2DKzNZo9b-NTk62Bju6X3z6OuCa6gw/edit#gid=515684451
https://www.worldometers.info/coronavirus/
https://raw.githubusercontent.com/AdmitHub/us-zcta-counties/master/zip_state_county.json
Dashboards
Here are some good links for data sources:
1- https://coronavirus.1point3acres.com/en
2- https://co.vid19.sg/dashboard
3- https://github.com/CSSEGISandData/COVID-19
I'm interested to see how we can use this data (Specially from the first source) to compare outcome from predicted vs actual and how to identify if there are any countries or states in US that are close to 'flattening the curve'.
Resources
https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_daily_reports
https://github.com/CSSEGISandData/COVID-19/tree/2033baa5196ce81dab845eb97335cc10de754d4b/csse_covid_19_data/csse_covid_19_time_series
Here's few more data sets and Viz...
NextStrain (Bioinformatics)
https://nextstrain.org/ncov
https://github.com/nextstrain/ncov
CDC:
https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/testing-in-us.html
WHO:
https://worldhealthorg-my.sharepoint.com/personal/garnicacarrenoj_who_int/_layouts/15/onedrive.aspx?
id=%2Fpersonal%2Fgarnicacarrenoj%5Fwho%5Fint%2FDocuments%2FCOVID%2D19%2DDatabase%2DFiles&originalPath=aHR0cHM6Ly93b3JsZGhlYWx0aG9yZy1teS5zaGFyZXBvaW50LmNvbS86ZjovZy9wZXJzb25hbC9nYXJuaWNhY2FycmVub2pfd2hvX2ludC9Fbnp4blNKdDY4cElxTEJ3UFlkcWtxY0IxS0hib0NBUUpSTjNta1R0M1pxREFBP3J0aW1lPTVtRWNuN2JMMTBn
JHU:
https://github.com/CSSEGISandData/COVID-19
Blog Articles:
How to Predict the 1,000,000th confirmed Coronavirus Case - Ken Black
A Tale of Two Maps - Ned Harding
Thanks for sharing @Ken_Black ! I was ecstatic to see Ned sharing his perspective on the data on his blog. It made me sooooo happy!
For those who don't know, Ned Harding is one of the Alteryx founders -- he's legit. Definitely check out the articles Ken shared. Both from Ned and Ken himself, ACE extraordinaire!
Wow, what a tremendous wealth of curated links here - thank you, @LeahK! Inspired by@Ned's work, I created a viz that shows spread over time where the coloration (by county) is based on percentage of population of said county. I wanted to do that since all the charts I ever see just draw absolute numbers, not per capita. It's quite rudimentary as I (gratefully) still have the day job keeping me busy, (and my guitars have really been bugging me to be played lately too, haha). If anybody wanted to improve upon it, the code is here: https://github.com/johnjps111/covid19?files=1
Yet another repository: https://github.com/starschema/COVID-19-data
This set of dashboards (click into the Spotfire app link) by Tibco is pretty fantastic, definitely among the best I've seen: https://www.tibco.com/covid19
And this covid state tracker is pretty interesting too: https://public.tableau.com/profile/jeremyblaney#!/vizhome/COVIDStateTracker/COVIDStateTracker
One question - anybody have any thoughts as to where to find county level testing data?
Update: Still doing some validation but I may have just answered my own question, check this out: https://coronadatascraper.com/#home
