- World Bank Covid19 indicators of interest for baseline
- COVID-19 repo serving JHU API on Github
- WHITE HOUSE page with several data resources including APIs
- WHO data resources
- World Bank Data Hub collection of data sets for COVID
- World Bank Data COVID coverage page with COVID related data sets, indicators, dashboard
- AIDR Artificial Intelligence for Digital Response includes Twitter coverage map
- Covid Data Exchange is a public-private repository of data sets to combat COVID-19
- ACAPS COVID19 Government Measures data sets
- Healthsites data healthsites.io
- Kaggle curated data set contributions
- ncov2019 data set from Institute of Health Metrics and evaluation
- Rapid API collection of several COVID data APIs
- Humanitarian Data Exchange (HDX) Covid-19 data catalog
- HDX ACAPS Covid Government Measures data set
- Page that scrapes from JHU data and publishes data in JSON
- Python COVID api package installs from JHU data
- Institute of Health Metrics and evaluation ncov19 data set
- LITCOVID contains link to data set on Covid literature
- Dimensions page with links to publications, clinical trials link
- Kaggle Day Level data set
- Tableau COVID data hub
- Johns Hopkins repository of COVID data resources
- GDELT data set of TV news narratives on COVID
- OSM Hospitals, clinics and health facilities on OSM WikiMap
- OSM Pharmacies on osm wiki
- OSM on supermarkets, Marketplaces, and convenience stores
- OSM data on Banks, ATMs, electronic money transfers: (Particularly important with global economic disruption)
- Fraym offering free geospatial data for COVID contact info here
- Data Models for COVID 19 Google spreadsheet maintained by path.org
- Cubiq mobility data for social good page
- Mapbox location data, also providing service discounts for COVID applications
- Dow Jones Developer API contains services to use news and other data services
- Twitter developer page contains services to access twitter firehose
- European Data Portal COVID COVID data sets
- Our world in data Corona Virus testing source data
- Covid tracking project lists major APIs
- GDELT COVID19 geographic news data set
- Facebook Data for Good disease prevention and connectedness maps
- SHRUG Covid19 data set for India
- Enigma small business data for COVID
- COVID-Q dataset of questions about COVID
- List of software vendors providing COVID19 pro-bono services
- AWS cloud high performance computing credits for COVID
- Google cloud credits for COVID research
- Decartes lab offers free services for COVID Research
- Xcede high performance computing consortium for COVID
- Flowminder COVID19 resources for mobile analytics
- Splunk free tool for COVID dashboards on Github
- Carto free mapping COVID services
- ESRI GIS COVID hub includes GIS and data
- Tableau Global Dashboard of Cases
- Corona Calculator Tool with drop down for countries link
- Top 15 R resources on COVID Towards Data Science
- High frequency survey and data collection, online panels from Qualtric special COVID services; WB survey solutions; and mobile app ODK
- Google developer has services for high frequency data and data augmentation, collection, geo-coding, etc see developer tools
- World Pop platform to access demographic data
- Ovio has curated list of open source software, hardware and data projects combating COVID
- World Bank blog post reviews available tools for projecting the trajectory of COVID
- Pepp-pt privacy preserving proximity tracing
- Python pip install covid-19 tools
- FB three tool for COVID19, including survey
- Kaggle python notebook with COVID19 relevant feature engineering methods
- Open Source code from DJ Patil project for COVID19 vulnerability/preparedeness forecasting
- AWS machine learning search for COVID19
- NLU tool by google to search scientific COVID literature
- Corona Data Scraper from Carto
- Carto colab notebook to create visuals
- World Bank repo from DIME for developing COVID mobility indicators
- World Bank development partnerships repository of mobility data notebooks
- Spatial coverage and characteristics of mobility data providers
- Johns Hopkins live tracking cases dashboard
- University of Chicago Spatial Data Center COVID-19 state tracking
- Bing COVID Map Tracker
- Tableau Global Dashboard of Cases
- LinkedIn Hiring Rate indicator here
- Harvard Humanitarian Initiative Live COVID Survey Results dashboard
- Italy mobility monitoring project ISI first report | Second Report on Social Distancing
- Country COVID Dashboard for Singapore
- WorldPop report on non-pharmaceutical interventions on containment report
- NY Times mobility analysis on how the virus got out
- Washington Post Corona Simulator
- Financial Times latest COVID figures
- ESA analysis of air quality overChina
- HealthMap COVID dashboard
- Facebook Disease Prevention Maps
- RS21 Urban Health Vulnerability Index
- UN Global Pulse mapping of response to COVID applications
- CovidCareMap maps hospital, ICU capacity in US
- Black Marble uses satellite nightime lights to monitor changes in economic activity
- World Bank, FB, Mapbox analysis to optimize location of testing facilities
- Post by Sveta Milusheva on using mobile phone data to track disease
- Carto Italy mobility analysis
- Cubiq Covid mobility index
- Mapbox analysis of global traffic patterns
- Google Community Mobility Reports tool
- Dalberg analysis includes COVID behavior, demography traits, and risk
- Mapbox is using telemetry data to track movements in COVID crisis
- Descartes Lab mobility analysis of Seatle
- Carto Italy mobility analysis
- Cubiq Covid mobility index
- Mapbox analysis of global traffic patterns
- Google Community Mobility Reports tool
- Worldometer COVID-19 tracking dashboard
- IHME tracks hospital beds, ventilators and more
- Swiss dashboard with cases, fatalities and resource indices
- Carto dashboard report for United States
- GDELT Big Query COVID geographic news
- USC Melody Lab report on COVID19 related twitter sentiment
- COVID19 South Africa vulnerability indicators
- COVID Community Vulnerability Index
- Kaggle forecasting project with Notebook
- HDX dashboard
- WEF COVID action platform has a few solution tracks
- FAO food security monitoring tool of tweets and text
- DataPop Alliance Covid19 Observatory
- MIT C19observatory in collaboration with World Bank
- Kaggle tool to curate latest research papers on COVID19
- Unacast social distancing scorecard
- Apple Mobility Trends Report
- WorldPop population and road network modelling for COVID19 strategies
- BRCK Moja COVID19 dashboard of African countries
- Arxiv paper on social distancing strategies
- Ghana office of statistics use of mobile data to inform COVID19 policy actions
- Oxford Corona virus response tool
- Fraym vulnerability maps in off-grid solar sector
- Facebook COVID survey uses population data for post-stratification
- European Space Agency Rapid Action on Covid and EO
- Alibaba Covid19 Global Economic Pandemic Tracker
- Economic Tracker Rav Chetty dashboard
- WHO: Information on COVID
- CDC: [US Centre for Disease Control] (https://www.cdc.gov/coronavirus/index.html)
- ECDC: European Centre for Disease Control: COVID Resources
- Feed of COVID publications
- PeaceTech Labs Corona VIRUS toolkit
- Mapping in Times of COVID, post with links to resources, initiatives link
- GovLab call to action on epidemic data ecosystem
- Carto teams up on mobile app to monitor conditions link
- Feed of posting on COVID in Medium here
- Post from Mike Pisa, CED on privacy and surveillance challenges here
- CrowdTangle feed sources fb Instragram content on COVID
- EU expert group member reflects on doing better for COVID with big data
- Mapbox post on 7 best practices for mapping a pandemic
- Yves-Alexandre posts on whether we can fight COVID without surveilence
- World Bank post summarizes it actions on COVID, including 14 billion Fast Track Facility
- BuzzFeed traffic maps
- How US states are doing with respect to social distancing
- Data2x collection of gender related resources for COVID
- Github post with collection of collaborative COVID projects and resources
- CoVID tracking project of US COVID test cases
- Blog post from WB on Korean experience to tackle COVID
- INFORM GRI is European inter-agency framework tool set for humanitarian and crisis response
- ESA announces innovation challenge for Space Response to COVID
- UN Statistics COVID-19 response
- Harvard Ash Center publishes good GIS government practices for COVID-19 Response
- Spatial Agent knowledge repository on covid
- OECD-OPCI open contribution spreadsheet with Government solutions to COVID
- ESA sentinal launches Covid19 custom script contest
- Post on Location Analytics post-Covid19 agenda for readiness for next pandemic
- World Bank blog post offers review of available tools for projecting trajectory of Covid19
- GSMA COVID19 privacy guidelines
- DataPop Alliance Global South strategic response action plan for COVID19
- World Bank blog post on using mobile phone surveys for understanding COVID19 impact
- Paris21 Policy Brief on COVID19 response for National Statistical Systems
- World Bank policy brief on two tests to support faster COVID19 economic recovery
- Olivier Blanchard talk on how to respond to COVID19 economic recovery
- Google DeepMind response to COVID19
- World Bank report the Economy in the time of COVID19
- Fraym post on using local data to optimize messaging channels for COVID19
- COVID [impact survey}(https://www.covid-impact.org/)
- Lean In report on Corona Virus is financial crisis for women
- Apple and Google Partner on contact tracing technology
- Financial Times big data and the privacy challenge
- Vox summary of major COVID19 response plans
- Hackclub build for COVID19 Global Hackathon
- NESTA guide on crowdsourcing ideas for COVID19
- COVID19 Business Pivot Challenge
- Govlab post on mapping health, economic neeeds for COVID response and recovery
- Global AI Ethics Consortium note on COVID
- UN Innovation Network collection of COVID Response initiatives
- Marc Andreeson's post on its time to build for COVID19 response
- Data-Smart solutions gallery on government Covid19 dashboards
- Zuckerberg commentary on where we go with data post COVID19
- How digital health data from devices can help monitor COVID19
- Positive Deviants approach toward informing COVID preparedness strategies *UMD and Facebook partner to collect COVID symptom data
- GRID3 response to Covid in Africa
- Experts Action Plan from Georgetown for policy response
- MIT's project safe-map weekly plan
- Mary Meeker Corona Virus report on industry implications
- Yale study on whether Low Income countries impose the same lockdown criteria
- Decide Health effort Comparing COVID models
- Allen Institute for AI COVID19 Research Challenge
- Harvard Data Science Review special issue on COVID
- Fraym post on decision to open its data
- Govlab Data4Covid19 Hub