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[null,"NAME ","WEBSITE","Summary Info","Related entry","DATA SCALE",null,null,"GEOGRAPHICAL SCOPE","Organisations","Organisation type","SCALE","CONTACT ","CONTACT EMAIL","NOTES"]
[null,null,null,null,null,"molecular","patient","societal"]
["POTENTIAL DATA PARTNERS","4CE Consortium for Clinical Characterization of COVID-19 by EHR","https://covidclinical.net/","4CE is an international consortium for electronic health record (EHR) data-driven studies of the COVID-19 pandemic. The goal of this effort—led by the i2b2 international academics users group—is to inform doctors, epidemiologists and the public about COVID-19 patients with data acquired through the health care process.","4CE Consortium for Clinical Characterization of COVID-19 by EHR",null,"✓",null,"Global (Europe, USA, Singapore)",null,null,null,null,null,"https://www.medrxiv.org/content/10.1101/2020.04.13.20059691v5, \"International Electronic Health Record-Derived COVID-19 Clinical Course Profiles: The 4CE Consortium\""]
[null,"ACT (Access to COVID-19 Tools) Accelerator","https://www.who.int/initiatives/act-accelerator/","A global collaboration to accelerate the development, production and equitable access to new COVID-19 diagnostics, therapeutics and vaccines\n","ACT (Access to COVID-19 Tools) Accelerator","✓","✓","✓","Global","WHO, Bill&Melinda Gates, GAVI, Global Fund, CEPI, Wellcome Trust et al."]
[null,"ACTIV Accelerating COVID-19 Therapeutic Interventions and Vaccines","https://www.nih.gov/research-training/medical-research-initiatives/activ","Public-private partnership to develop a coordinated research strategy for prioritizing and speeding development of the most promising treatments and vaccines.","ACTIV Accelerating COVID-19 Therapeutic Interventions and Vaccines","✓","✓",null,"USA","NIH"]
[null,"Africa Evidence Network","https://aen-website.azurewebsites.net/en/eidm-during-covid-19","The AEN will curate new evidence, examples of evidence-use, and experiences of evidence-use on the African continent during COVID-19 to share with our and your networks throughout the region.","AEN EIDM during COVID-19",null,null,"✓","Africa",null,null,null,null,"ace@uj.ac.za"]
[null,"Africa UN Knowledge Hub for COVID-19","http://knowledge.uneca.org/covid19/","Developed by the UN Development System in Africa, the Hub acts as a one-stop-shop on information and resources relevant to Africa on the pandemic. The Hub harnesses information and resources from credible sources including WHO, regional UN agencies, Ministries of health of African governments and credible news channels amongst others.","Africa UN Knowledge Hub for COVID-19",null,null,"✓","Africa","UN Development System in Africa"]
[null,"ALERRT African Coalition for Epidemic Research, Response and Training","https://www.alerrt.global/","A multi-disciplinary consortium building a patient-centered clinical research network to respond to epidemics across sub-Saharan Africa. It consists of consists of 21 partner organisations from 13 countries (9 African and 4 European). ","ALERRT African Coalition for Epidemic Research, Response and Training COVID-19 response",null,"✓",null,"Africa"]
[null,"AI2 Allen Institute for AI","https://allenai.org/","AI2 is a non-profit research institute founded in 2014 with the mission of conducting high-impact AI research and engineering in service of the common good. ","CORD-19 COVID-19 Open Research Dataset",null,null,null,"Global"]
[null,"AAD American Academy of Dermatology","https://www.aad.org/",null,"COVID-19 Dermatology Registry",null,"✓",null,"USA"]
[null,"ASH Research Collaborative","https://www.ashresearchcollaborative.org/","A non-profit organization that was established by the American Society of Hematology (ASH) in 2018 to foster collaborative partnerships to accelerate progress in hematology, with the goal of improving the lives of people affected by blood diseases.","ASH RC COVID-19 Registry for Hematology",null,"✓",null,"USA"]
[null,"AWS","https://aws.amazon.com/covid-19-data-lake/","The AWS COVID-19 data lake is a centralized repository of up-to-date and curated datasets focused on the spread and characteristics of the novel coronavirus (SARS-CoV-2).","AWS data lake for the analysis of COVID-19 data",null,"✓",null,"Global","AWS"]
[null,"BBMRI-ERIC","https://www.bbmri-eric.eu/covid-19","BBMRI-ERIC is a European research infrastructure for biobanking, bringing together all the main players from the biobanking field – researchers, biobankers, industry, and patients – to boost biomedical research. To that end, they offer quality management services, support with ethical, legal and societal issues, and a number of online tools and software solutions. In response to COVID-19, they offer access to samples and clinical data from biobanks.","BBMRI-ERIC COVID-19 resources","✓","✓",null,"Europe",null,null,"600+ biobanks","Francesco Florindi, Engagement Officer","francesco.florindi@bbmri-eric.eu"]
[null,"BioExcel","https://bioexcel.eu/","BioExcel is the leading European Centre of Excellence for Computational Biomolecular Research.","BioExcel COVID-19","✓",null,null,"Europe"]
[null,"Braid Health / Carbon Health","https://braid.health/","A digital health innovation company that develops AI-powered diagnostic tools for radiology, it has partnered with Carbon Health to develop an open source COVID-19 dataset of clinical and imaging data. ","CovidLiveData",null,"✓",null,"USA"]
[null,"British Heart Foundation","bhf.org.uk","BHF has created a registry of patients with COVID-19 including cardiovascular risk and complications. The project involves other partners in the UK and Netherlands.","CAPACITY",null,"✓",null,"Europe"]
[null,"Broad Institute","https://www.broadinstitute.org/coronavirus/covid-19","The viral genomics group at the Broad Institute makes available data and tools.","Broad Terra cloud workspace","✓",null,null,"USA"]
[null,"Butterfly Network","https://www.butterflynetwork.com/","Butterfly Network focuses on producing handheld ultrasound scanners that can be connected to tablets or smartphones - especially useful for introduction in parts of Africa and Latin America.","Butterfly Network Data Library",null,"✓",null,"Global (especially LMICs)"]
[null,"C3.ai","https://c3.ai/","C3.ai is a leading enterprise AI software provider for accelerating digital transformation. ","C3.ai COVID-19 Data Lake",null,null,null,"Global"]
[null,"CanCOGeN Canadian COVID Genomics Network","https://covid19.research.ubc.ca/research/canadian-covid-19-genomics-networkcancogen","Led by Genome Canada, in partnership with the six regional Genome Centres, national and provincial public health labs, genome sequencing centres through CGEn, hospitals, universities and the private sector, CanCOGeN will coordinate and scale up existing genomics-based COVID-19 research in Canada and internationally in order to accelerate public impact. CanCOGeN will undertake two related genomics projects to help us understand how the virus works, how it is evolving, and why people experience such different health outcomes. CanCOGeN will sequence the genomes of up to 10,000 patients and 150,000 viral samples and will build a bank of “virus to patient” data that will inform decision-making by public health authorities and support the development of therapies and vaccines. Of critical importance, CanCOGeN will establish and manage a framework for cross-Canada safe data sharing, coordination and analysis.","CanCOGeN Canadian COVID Genomics Network","✓","✓",null,"Canada"]
[null,"CETAF-DISSCO COVID-19 Taskforce","https://cetaf.org/covid19-taf-communities-taking-action","Researchers from collections-linked organizations from all over the world have joined forces around the COVID-19 TaF, which will focus on: 1) Post-COVID prioritisation of research foci on animal virus carriers; 2) Develop guidelines for the preservation of viral evidence in deposited biological specimens and samples; 3) Develop a biodiversity-related knowledge hub on COVID-19; 4)  Improve metadata registering practices on genetic material deposition  ","CETAF-DISSCO COVID-19 Taskforce","✓",null,null,"Europe"]
[null,"COCHRANE","https://www.cochrane.org/","Cochrane is undertaking a number of activities in response to the COVID-19 pandemic, including reviews, special collections and databases.","Cochrane CENTRAL Central Register of Controlled Trials, Cochrane COVID-19 Study Register",null,"✓",null,"Global"]
[null,"CODATA","https://codata.org/","CODATA is the Committee on Data of the International Science Council (ISC): CODATA helps realise ISC’s vision of science as a global public good  mission of advancing science as a global public good. CODATA exists to promote global collaboration to advance Open Science and to improve the availability and usability of data for all areas of research.  CODATA supports the principle that data produced by research and susceptible to be used for research should be as open as possible and as closed as necessary.  CODATA works also to advance the interoperability and the usability of such data: research data should be FAIR (Findable, Accessible, Interoperable and Reusable).","CODATA Decadal Programme",null,"✓","✓","Global",null,null,null,"Simon Hodson, CODATA Executive Director","simon@codata.org"]
[null,"COG-UK COVID-19 Genomics UK Consortium","https://www.cogconsortium.uk/"," The COVID-19 Genomics UK (COG-UK) consortium has been created to deliver large-scale and rapid whole-genome virus sequencing to local NHS centres and the UK government. COG-UK is made up of an innovative partnership of NHS organisations, the four Public Health Agencies of the UK, the Wellcome Sanger Institute and over twelve academic partners providing sequencing and analysis capacity. The virus genome data is combined with clinical and epidemiological datasets in order to help to guide UK public health interventions and policies.","COG-UK COVID-19 Genomics UK Consortium","✓","✓",null,"Europe (UK)",null,null,null,null,"contact@cogconsortium.uk"]
[null,"CONCVACT Africa CDC Consortium for COVID-19 Vaccine Clinical Trial",null,"The African Union Commission has launched a new initiative, the Africa Centres for Disease Control and Prevention (Africa CDC) Consortium for COVID-19 Vaccine Clinical Trial (CONCVACT). CONCVACT is an outcome of the virtual conference on Africa’s Leadership Role in COVID-19 Vaccine Development and Access held on 24-25 June 2020. CONCVACT is being implemented as part of the Africa Joint Continental Strategy for COVID-19. CONCVACT aims to secure more than 10 late stage vaccine clinical trials as early as possible on the continent by bringing together global vaccine developers and funders, as well as African organizations that facilitate clinical trials. The goal is to ensure that sufficient data is generated on the safety and efficacy of the most promising vaccine candidates for the African population so they can be confidently rolled out in Africa once vaccines are approved.","CONCVACT Africa CDC Consortium for COVID-19 Vaccine Clinical Trial",null,"✓",null,"Africa",null,null,null,null,null,"Part of Data Together with RDA, CODATA and WDS."]
[null,"COVID Alliance","https://www.covidalliance.org/","A volunteer-powered nonprofit coalition bringing together best-in-class expertise across science, technology, and policy in a coordinated response to COVID-19. The team consists of epidemiologists, virologists, policy experts, medical informaticians, data scientists, and software engineers. The COVID Alliance Research Platform (CARP) provides researchers access to vast geolocation, public health, and medical datasets through our privacy-preserving cloud-computing environment. The ecosystem includes a range of donated and public-access datasets, including anonymized and aggregated geolocation data from over 25% of the adult US population and hyper-local, near-real time data feeds from hospitals, testing providers, and other partners.","COVID Alliance","✓","✓","✓","USA"]
[null,"COVID Human Genetic Effort","https://www.covidhge.com/","The COVID Human Genetic Effort is an international consortium aiming to discover: (i) Monogenic inborn errors of immunity (IEI), rare or common, underlying severe forms of COVID-19 in previously healthy individuals; (ii) Monogenic variations, rare or common, which make certain individuals resistant to the infection by the SARS-CoV2 itself, despite repeated exposure.","COVID Human Genetic Effort",null,"✓",null,"Global",null,null,null,"Jean-Laurent Casanova, Rockefeller University & HHMI and also Laboratory of Human Genetics of Infectious Diseases\nNecker Hospital for Sick Children & INSERM, Paris, France","jean-laurent.casanova@rockefeller.edu, jean-laurent.casanova@inserm.fr"]
[null,"COVID-19 & Cancer Consortium","https://ccc19.org/","A consortium of over 100 cancer centers and other organizations who have come together to collect data about patients with cancer who have been diagnosed with COVID-19. ","COVID-19 & Cancer Consortium",null,"✓",null,"USA"]
[null,"COVID-19 Colombia Project","https://coviddataproject.com/proposes/novel-coronavirus","The COVID-19 Colombia Project collects and publishes a series of data files with cumulative counts of coronavirus cases. The databases designed can be used to power any dashboard and serve in reporting tracking the virus for Colombia departments, municipalities, and cities.","COVID-19 Colombia Project Novel Coronavirus Data Repository",null,null,"✓","LAC (Colombia)"]
[null,"COVID-19 Data Exchange","https://www.covid19-dataexchange.org/","The COVID-19 Data Exchange is an easy-to-use platform, allowing its participants to securely source, publish and exchange non-personal data with public and private organizations, and other stakeholders aiming at stopping the virus’ progression and its economic impact. Brought by Dawex, supported by Microsoft, France Digital, Deloitte,...","COVID-19 Data Exchange",null,"✓","✓","Global","Dawex et al.",null,null,null,"contact@covid19-dataexchange.org "]
[null,"COVID-19 Evidence Accelerator","https://evidenceaccelerator.org/","COVID-19 Evidence Accelerator provides a unique venue for major data organizations, government and academic researchers, and health systems to gather and design quick-turn-around queries and share their results. COVID-19 Diagnostics Evidence Accelerator is a multi-stakeholder, collaborative project  leveraging real-world data in the diagnostic (e.g., nucleic acid or antigenic) and antibody testing (e.g., serological) space.","COVID-19 Evidence Accelerator","✓","✓","✓","USA","Reagan-Udall Foundation for FDA and Friends of Cancer Research","PPP","about 120 participants in the Therapeutics Evidence Accelerator, 50 in the Diagnostics Evidence Accelerator",null,"evidenceaccelerator@reaganudall.org"]
[null,"COVID-19 Genomics Research Network","https://covidgenomics.org/","Proposed by the New York Genome Center, this is a city-wide genomics-focused research network to bring the genomics capacity and expertise in conjunction with area research programs on COVID-19. Focused on: 1) large scale full length viral sequencing to determine viral evolution and spread across the community; 2) whole genome germline sequencing and immune repertoire sequencing of affected individuals, focused on extreme phenotypes to examine host factors and immune responses; 3) single cell sequencing to examine tissue responses and provide a genome variation of expression context for viral responses; 4) establishment of a data commons for the research network so that full availability of data to investigators can be provided.","COVID-19 Genomics Research Network","✓","✓",null,"USA"]
[null,"COVID-19 Global Rheumatology Alliance","https://rheum-covid.org/","The Alliance brings together the global rheumatology community to collect, analyze and disseminate information about COVID-19 and rheumatology to patients, physicians and other relevant groups to improve the care of patients with rheumatic disease. European healthcare professionals are referred to the EULAR registry (adults & pediatric), otherwise data for adults need to be entered in the Global UCSF RedCap Survey or another global pediatric one ","COVID-19 Global  Rheumatology Alliance",null,"✓",null,"Global"]
[null,"COVID-19 Healthcare Coalition","https://c19hcc.org/","The COVID-19 Healthcare Coalition is a private-sector led response that brings together healthcare organizations, technology firms, nonprofits, academia, and startups to preserve the healthcare delivery system and help protect U.S. populations. ","COVID-19 Healthcare Coalition",null,"✓","✓","USA","Mayo Clinic, AWS, IQVIA, …",null,"900+ members",null," c19hcc@mitre.org"]
[null,"COVID-19 Host Genetics Initiative","https://www.covid19hg.org/","see initiative","COVID-19 Host Genetics Initiative","✓","✓","✓","Global",null,null,"209 studies as of 09/08/2020",null,"https://www.covid19hg.org/contact/"]
[null,"COVID-19 Interoperability Alliance","https://covid19ia.org/"," The COVID-19 Interoperability Alliance is an informatics focused environment supporting collaborative authoring of COVID-19 related interoperability data resources.","COVID-19 Interoperability Alliance",null,"✓",null,"Global","SNOMED, Clinical Architecture, logica, MITRE, Regenstrief Institute, Apelon, Care Evolution, National Association of Community Health Centers"]
[null,"COVID-19 Mass Spectrometry Coalition","https://covid19-msc.org/","The aim is to use mass spectrometry to reduce the harm caused by the SARS-Cov2 virus. It will share sample collection and processing protocols and all data that is obtained to maximise the benefit for all.","COVID-19 Mass Spectrometry Coalition","✓",null,null,"Global"]
[null,"COVID-19 Mobility Data Network","https://www.covid19mobility.org/","A network of infectious disease epidemiologists at universities around the world working with technology companies to use aggregated mobility data to support the COVID-19 response. The goal is to provide daily updates to decision-makers at the state and local levels on how well social distancing interventions are working, using anonymized, aggregated data sets from mobile devices, along with analytic support for interpretation.","COVID-19 Mobility Data Network",null,null,"✓","Global"]
[null,"COVID-19 & Cancer Consortium","https://ccc19.org/","A consortium of over 100 cancer centers and other organizations who have come together to collect data about patients with cancer who have been diagnosed with COVID-19. ","COVID-19 & Cancer Consortium",null,"✓",null,"USA"]
[null,"COVID Moonshot","https://covid.postera.ai/covid","An international consortium of scientists drawn from academia, biotechs, contract research organizations (CROs) and pharma, all working pro bono or at cost with funding generated from crowdfunding. Newly designed inhibitors are triaged by ML, synthesized and tested to develop effective, easy-to-make anti-COVID drugs.","COVID Moonshot","✓",null,null,"Global"]
[null,"COVID-19 QUEBEC Biobank","https://www.mcgillgenomecentre.ca/covid-19-research/quebec-covid-19-biobank/",null,"COVID-19 Quebec Biobank",null,"✓",null,"Canada","McGill Genome Centre"]
[null,"COVID-19 Research Database","https://covid19researchdatabase.org/","The database is a public-private consortium organized by Datavant, Health Care Cost Institute, Medidata, Mirador Analytics, Veradigm, Change Healthcare, Snowflake and many others.","COVID-19 Research Database",null,"✓",null,"USA","Datavant, Health Care Cost Institute, Medidata,…"]
[null,"COVID Tracking Project","https://covidtracking.com/","Every day, volunteers compile the latest numbers on tests, cases, hospitalizations, and patient outcomes from every US state and territory. They have partnered with the Boston University Center for Antiracist Research to collect the most complete racial data anywhere in the COVID Racial Data Tracker.","COVID Tracking Project",null,null,"✓","USA"]
[null,"CSIS (Center for Strategic and International Studies)","https://www.csis.org/","The Center for Strategic and International Studies (CSIS) is a bipartisan, nonprofit policy research organization dedicated to advancing practical ideas to address the world’s greatest challenges.","CSIS Southeast Asia COVID-19 Tracker",null,null,"✓","Asia","CSIS"]
[null,"Delft Imaging","https://www.delft.care/cad4covid/","Delft Imaging developed CAD4COVID with the intention to support triaging in resource-constrained settings and high-prevalence areas. ","CAD4COVID",null,"✓",null,"LMICs"]
[null,"DIAMOND Light Source","https://www.diamond.ac.uk/","UK's national synchrotron science facility.","DIAMOND coronavirus dataset","✓",null,null,"Europe (UK)"]
[null,"DISCOVERY Critical Care Research Network","https://www.sccm.org/Research/Research/Discovery-Research-Network/VIRUS-COVID-19-Registry",null,"Discovery VIRUS COVID-19 registry",null,"✓",null,"Global"]
[null,"DNDi Drugs for Neglected Diseases initiative","https://dndi.org/","DNDi conducts life-saving research, builds research networks, develops medicines, and advocates for neglected patients.","ANTICOV, Clinical Research Coalition",null,"✓",null,"Global",null,null,null,null,"dndi@dndi.org"]
[null,"EBI/EMBL","https://www.ebi.ac.uk/","The main focus of the response to COVID-19 is on the Data Portal.","COVID-19 Data Portal","✓",null,null,"Europe"]
[null,"ECRIN European Clinical Research Infrastructure Network","https://ecrin.org/","ECRIN is a public, non-profit organisation that links scientific partners and networks across Europe to facilitate multinational clinical research. They provide sponsors and investigators with advice, management services and tools to overcome hurdles to multinational trials and enhance collaboration. They have created a COVID-19 Taskforce taking care, among other projects, of a Clinical Research Metadata Repository.","ECRIN Clinical Research Metadata Repository",null,"✓",null,"Global",null,null,null,"Sabine Kläger, Head of Clinical Operations Unit","sabine.klager@ecrin.org","ECRIN's COVID-19 Taskforce works on several projects, which make it a potential strategic partner as well. ECRIN works closely with other European Research Infrastructures against COVID-19 (https://ecrin.org/european-research-infrastructures-against-covid-19) and joined forces with EATRIS and BBMRI under the umbrella of the Alliance of Medical Research Infrastructures (AMRI), see entry as such among strategic partners."]
[null,"ELIXIR","https://elixir-europe.org/services/covid-19","ELIXIR is an intergovernmental organisation that brings together life science resources from across Europe. These resources include databases, software tools, training materials, cloud storage and supercomputers.","ELIXIR COVID-19 data resources (BioExcel-CV19, BridgeDB dataset, CovidMine, ViralZone, Cellosaurus, UniProt-KB/Swiss-Prot, Guide to Pharmacology, Human Protein Atlas, FAIRDOM hub, PhylomeDB, COVID Viral Beacon)","✓",null,null,"Europe",null,null,null,"Katharina Lauer, Industry Officer","katharina.lauer@elixir-europe.org","ELIXIR offers also a number of strategic resources, so it is also listed as a potential strategic partner below."]
[null,"EndPandemic National Data Consortium","https://www.endpandemic.org/","The EndPandemic National Data Consortium aims to help the medical community accelerate the discovery and implementation of effective treatments and vaccines against COVID-19. It encourages pharmaceutical companies, clinical research organizations (CROs), and government agencies to share clinical and other data related to COVID-19 and SARS-CoV-2. With an integrated, continuously updated data repository and powerful analytics capabilities at their disposal, researchers can generate insights that will help find a cure for COVID-19 faster. ","EndPandemic National Data Consortium",null,"✓",null,"USA"]
[null,"EpiPose","https://cordis.europa.eu/project/id/101003688","EpiPose aims to provide urgently needed answers about the epidemiological characteristics of 2019-nCoV, the social dynamics of the outbreak, and the related public health preparedness and response to the ongoing epidemic, as well as to assess its economic impact. The consortium consists of 6 partners in 5 countries (BE, NL, UK, CH, IT) who provide complementary expertise in mathematical and statistical modelling of infectious diseases, participatory surveillance systems, living systematic reviews, and health economic analysis and have a strong international public health network. Led by Hasselt University (Belgium), includes LSHTM.","EpiPose",null,null,"✓","Europe","University Hasselt, LSHTM,…"]
[null,"EU-OPENSCREEN Eric","https://www.eu-openscreen.eu/covid-19/eu-openscreen-eric.html","EU-OPENSCREEN is a not-for-profit European Research Infrastructure Consortium (ERIC) for Chemical Biology and early Drug Discovery with more than 20 affiliated high-throughput screening and chemistry facilities. It operates an open-access database and a central compound management facility which stores, quality-controls and manages the jointly-used EU-OPENSCREEN compound collection.","EU-OPENSCREEN strategic resources","✓",null,null,"Europe",null,null,null,null,"https://www.eu-openscreen.eu/index.php?id=21"]
[null,"Euro-BioImaging","https://www.eurobioimaging.eu/content/Covid19","Euro-BioImaging is the European landmark research infrastructure for biological and biomedical imaging as recognised by the European Strategy Forum on Research Infrastructures (ESFRI).","Euro-BioImaging COVID-19 data resources",null,"✓"]
[null,"E4C - EXSCALATE4COV","https://www.exscalate4cov.eu/","E4C is a public-private consortium supported by the European Commission’s Horizon 2020 tender for projects to counter the Coronavirus pandemic and improve the management and care of patients. At the core of E4C is Exscalate (EXaSCale smArt pLatform Against paThogEns), at present the most powerful and cost-efficient intelligent supercomputing platform in the world. Exscalate has a \"chemical library\" of 500 billion molecules and a processing capacity of more than 3 million molecules per second. The E4C consortium, coordinated by Dompé Farmaceutici , is composed by 18 institutions from seven European countries. The aim is the identification of molecules effective against Coronavirus and new tools against future pandemics within 18 months.","EXSCALATE4COV","✓",null,null,"Europe","Dompé Farmaceutici et al.","PPP",null,null,null,"also as strategic partner due to computational resources and expertise"]
[null,"Nextstrain","https://nextstrain.org/","nextstrain.org aims to provide a real-time snapshot of evolving pathogen populations and to provide interactive data visualizations to virologists, epidemiologists, public health officials, and community scientists. Through interactive data visualizations, it aims to allow exploration of continually up-to-date datasets, providing a novel surveillance tool to the scientific and public health communities.","Nextstrain","✓",null,null,"Global"]
[null,"German National Research Data Infrastructure for Personal Health Data (nfdi4health)","https://www.nfdi4health.de/index.php/task-force-covid-19-2/","The nfdi4health Task Force COVID-19 will create a comprehensive inventory of German studies on COVID-19 with structured health data from registers, administrative health databases, primary care, clinical studies including vaccination studies, epidemiological studies and health reporting. It will also promote the timely implementation of harmonized research related to COVID-19 and Record linkage of various COVID-19 data records.","nfdi4health Task Force COVID-19",null,"✓",null,"Europe (Germany)",null,null,null,"Prof. Dr. Juliane Fluck","contact@nfdi4health.de"]
[null,"GHDDI Global Health Drug Discovery Institute","https://ghddi-ailab.github.io/Targeting2019-nCoV/","Bill&Melinda Gates Foundation have partnered with the Beijing Municipal Government and Tsinghua University to launch the Global Health Drug Discovery Institute (GHDDI) in Beijing, which aims to create a world-class transformative drug discovery and translational medicine platform for global health with advanced biomedical research and development capabilities.","Targeting COVID-19 Portal"]
[null,"GISAID ","https://www.gisaid.org/","The GISAID Initiative, originally known as a Global Initiative on Sharing All Influenza Data, involves public-private-partnerships between the Initiative's administrative arm Freunde of GISAID e.V., a registered non-profit association, and governments of the Federal Republic of Germany, the official host of the GISAID platform, Singapore and the United States of America, with support from private and corporate philanthropy. ","GISAID EpiCov Database","✓",null,null,"Global",null,"PPP","80,000 viral genomic sequences of hCoV-19 shared as of 10/08/2020",null,"https://www.gisaid.org/help/contact/"]
[null,"Global Rheumatology Alliance","https://rheum-covid.org/","The Alliance brings together the global rheumatology community to collect, analyze and disseminate information about COVID-19 and rheumatology to patients, physicians and other relevant groups to improve the care of patients with rheumatic disease. European healthcare professionals are referred to the EULAR registry (adults & pediatric), otherwise data for adults need to be entered in the Global UCSF RedCap Survey or another global pediatric one ","COVID-19 Global Rheumatology Alliance",null,"✓",null,"Global",null,null,null,null,"rheum.covid@gmail.com"]
[null,"Google","https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-public-data-program?_ga=2.50412585.-1025946963.1593906652&pli=1","Google has created a COVID-19 public datasets program, available for query in BigQuery and provides community mobility reports."," Google COVID-19 BigQuery Public Datasets program, Google COVID-19 Community Mobility reports",null,"✓","✓","Global"]
[null,"Harmony Alliance","https://www.harmony-alliance.eu/","The HARMONY Alliance is a public-private Partnership for Big Data in Hematology, established in January 2017. Its mission is to unlock and spread valuable knowledge on hematologic malignancies (blood cancers) among a large number of stakeholders, with the goal to harness and mine Big Data to speed up the development of improved treatments for patients and more effective treatment strategies. Currently they have 53 Partners and 41 Associated Members from 17 European countries, including 9 pharmaceutical companies and 7 European Patient Umbrella Organizations.","Harmony Alliance COVID-19 Data Platform",null,"✓","✓","Europe",null,"PPP","90+ organisations across Europe","Santiago Moralejo del Arco, Project Manager ","Harmonyoffice@ibsal.es"]
[null,"HDX Humanitarian Data Exchange","https://data.humdata.org/"," An open platform for sharing data across crises and organisations,  managed by OCHA's Centre for Humanitarian Data.","HDX COVID-19 datasets",null,null,"✓","LMICs"]
[null,"IBM","https://covid19-mol.mybluemix.net/","IBM have released a new dataset to help researchers generate potential new drug candidates for COVID-19. ","IBM Dataset, IBM Functional Genomics Platform","✓",null,null,"Global"]
[null,"ICR (The Institute of Cancer Research)","https://www.icr.ac.uk/","ICR has developed canSAR, an integrated knowledgebase which aims to be the world's first one-stop shop for coronavirus research.","Coronavirus canSAR","✓","✓","✓","Global","ICR "]
[null,"I-MOVE-COVID-19","https://www.imoveflu.org/i-move-covid-19/","The I-MOVE-COVID-19 consortium aims to obtain epidemiological and clinical information on patients with COVID-19 as well as virological information on SARS-CoV-2, through (a) provision of a flexible surveillance platform (adaptable to the epidemiological situation), (b) research studies and (c) evaluation of public health interventions (e.g. vaccination, antivirals), in order to contribute to the knowledge base, guide patient management, and inform the public health response. This will be achieved through adaptation and expansion of the existing, long-running, Europe-wide influenza surveillance network (I-MOVE) to include COVID-19. The network includes primary care networks, hospitals, and national laboratory reference centres in 10 countries across the WHO European Region.","I-MOVE-COVID-19","✓","✓","✓","Europe"]
[null,"Imperial College Health Partners","https://imperialcollegehealthpartners.com/","A 20-member partnership organisation bringing together NHS providers of healthcare services, clinical commissioning groups and leading universities across North West London. Also the designated Academic Health Science Network (AHSN) for North West London and a member of The AHSN Network.","NWL COVID-19 Data Repository",null,"✓",null,"Europe (UK)"]
[null,"IQVIA","https://www.helpstopcovid19.com/","IQVIA has developed an opt-in registry to gather information about COVID-19 (USA, UK) and a trial matching tool for anyone who wants to join the fight against COVID-19 (USA).","IQVIA CARE Project, IQVIA COVID-19 Trial Matching Tool",null,"✓",null,"USA, UK","IQVIA",null,null,null,"info@helpstopcovid19.com","interesting for patient/public involvement"]
[null,"Institute of Cancer Research","https://corona.cansar.icr.ac.uk/","ICR has developed canSAR, an integrated knowledgebase that brings together data across biology, chemistry, pharmacology, structural biology, cellular networks, and clinical annotations, and applies machine learning approaches to provide predictions useful for drug discovery and translational research.","Coronavirus canSAR","✓","✓",null,"Europe (UK)"]
[null,"ISARIC International Severe Acute Respiratory and emerging Infection Consortium","https://isaric.tghn.org/","A global federation of clinical research networks, providing a proficient, coordinated, and agile research response to outbreak-prone infectious diseases. ","IDDO/ISARIC Clinical Data Sharing Platform, ISARIC COVID-19 Clinical Research Resources and Clinical Characterisation Protocol (CCP)",null,"✓",null,"Global","Wellcome Trust,…",null,null,"Prof. Peter Horby, Executive Director","peter.horby@ndm.ox.ac.uk"]
[null,"JEDI Joint European Disruptive Initiative","https://www.covid19.jedi.group/","The mission is to improve (in silico or others) methods to identify compounds with blocking interactions relevant to any SARS-CoV-2 target, by optimizing/accelerating the use of HPC (High Performance Computing), Artificial Intelligence, and provide experimental validation. JEDI (Joint European Disruptive Initiative) is launching Tech GrandChallenges to push the frontiers of innovation, with a radical method based on excellence, no geographical return, speed, high expectations & bold risk-taking. In this case, the scale is global rather than European.","JEDI Grand Challenge Billion Molecules against COVID-19","✓",null,null,"Global"]
[null,"Johns Hopkins University","https://coronavirus.jhu.edu/","The Johns Hopkins Coronavirus Resource Center (CRC) is a continuously updated source of COVID-19 data and expert guidance. It aggregates and analyzes the best data available on COVID-19—including cases, as well as testing, contact tracing and vaccine efforts—to help the public, policymakers and healthcare professionals worldwide respond to the pandemic.","Johns Hopkins Coronavirus Resource Centre, JHU CSSE COVID-19 Data Repository",null,"✓","✓","Global ",null,"Academia"]
[null,"Korea Institute of Science and Technology","https://www.kisti.re.kr/eng/",null,"Dataon",null,null,null,"Asia (Korea)"]
[null,"LENS","https://about.lens.org/","An open global cyberinfrastructure to make the innovation system more efficient and fair, more transparent and inclusive.","LENS COVID-19 datasets",null,null,null,"Global"]
[null,"LEOSS","https://leoss.net/","Mandated by the ESCMID Emerging Infections Task Force (EITaF) and supported by the German Infectious Disease Society, the Lean European Open Survey on SARS-CoV‑2 (LEOSS) project is a prospective European multi-center cohort study, to get more in-depth knowledge about the epidemiology and clinical course of patients infected with SARS-CoV‑2. The goal is to establish a quick and simple register that allows anonymous documentation of patients. This data can be used to identify independent predictors of outcome in patients with diagnosed infection by SARS-CoV‑2.","LEOSS Lean European Open Survey for SARS-CoV-2 Infected Patients",null,"✓",null,"Global"]
[null,"Mbale Clinical Research Institute","https://www.mcri.ac.ug/covid.html","A voluntary online study available in English-language. Some unique features of this study include: real-time access to incoming data that can be analysed to inform the situation on the ground as the study is ongoing. It will also provide feedback for participants who may require self-quarantine or report to a health facility for further checks.",null,null,"✓",null,"Africa (Uganda)"]
[null,"Multiple Sclerosis International Federation","https://www.msif.org/",null,"MSIF Global Data Sharing Initiative",null,"✓",null,"Global"]
[null,"N3C National COVID Cohort Collaborative","https://covid.cd2h.org/N3C","The N3C aims to improve the efficiency and accessibility of analyses with COVID-19 clinical data, expand our ability to analyze and understand COVID, and demonstrate a novel approach for collaborative pandemic data sharing.","N3C National COVID Cohort Collaborative",null,null,"✓","USA","NCATS-supported Clinical and Translational Science Awards, Program Hubs, CD2H, PCORnet, OHDSI, … NIH"]
[null,"NORMAN-SCORE","https://www.normandata.eu/?q=node/361","NORMAN (Network of reference laboratories, research centres and related organisations for monitoring of emerging environmental substances) has launched the NORMAN-SCORE joint initiative to facilitate data comparison  between “SARS-CoV-2 in sewage” studies.","NORMAN-SCORE",null,null,"✓","Europe",null,null,null,null,"L.Lundy@mdx.ac.uk"]
[null,"ONE Africa","https://www.one.org/africa/","ONE is a global movement campaigning to end extreme poverty and preventable disease by 2030, so that everyone, everywhere can lead a life of dignity and opportunity.","ONE Africa COVID-19 Tracker",null,null,"✓","Africa","ONE"]
[null,"OpenAIRE","https://www.openaire.eu/openaire-activities-for-covid-19","OpenAIRE, in collaboration with the EC, provides services to help in the sharing, discovery, navigation and collaboration of the global research community.","OpenAIRE Covid-19 Gateway,  OpenAIRE Zenodo COVID-19 Community ",null,null,null,"Europe"]
[null,"Open COVID-19 Data Working Group","https://www.oxfordmartin.ox.ac.uk/coronavirus-response/","Co-founded by the Oxford Martin School.","Open COVID-19 Data Working Group dataset, HealthMap",null,"✓",null,"Global (Europe, China, USA)","Oxford Martin School",null,null,null,"moritz.kraemer@zoo.ox.ac.uk"]
[null,"PERC (Partnership for Evidence-based Response to COVID-19)","https://preventepidemics.org/covid19/perc/","Partnership for Evidence-Based Response to COVID-19 (PERC) is a public-private partnership that supports evidence-based measures to reduce the impact of COVID-19 on African Union Member States. PERC member organizations are Africa Centres for Disease Control and Prevention, Resolve to Save Lives, an initiative of Vital Strategies, the World Health Organization, the UK Public Health Rapid Support Team and the World Economic Forum.  Ipsos and Novetta Mission Analytics bring market research expertise and years of data analytic support to the partnership. PERC collects social, economic, epidemiological, population movement, and security data from 20 African Union Member States to help determine the acceptability, impact and effectiveness of public health and social measures for COVID-19.","PERC (Partnership for Evidence-based Response to COVID-19)",null,null,"✓","Africa"]
[null,"PIDTRAN Pediatric Infectious Diseases Transplant Network","https://www.pids.org/news/764-usa-pediatric-covid-19-registry.html",null,"PIDTRAN USA Pediatric COVID-19 Registry",null,"✓",null,"USA"]
[null,"Public Health Alliance for Genomic Epidemiology","https://pha4ge.org/","The Public Health Alliance for Genomic Epidemiology (PHA4GE) is a global coalition that is actively working to establish consensus standards; document and share best practices; improve the availability of critical bioinformatic tools and resources; and advocate for greater openness, interoperability, accessibility and reproducibility in public health microbial bioinformatics.","Public Health Alliance for Genomic Epidemiology","✓",null,null,"Global"]
[null,"RCSB PDB","https://www.rcsb.org/","The Protein Data Bank offers access to SARS-CoV-2 PDB structures with ligands.","RCSB PDB COVID-19/SARS-CoV-2 Resources","✓",null,null,"Global"]
[null,"REACH","https://www.reach-initiative.org/what-we-do/news/updates-on-ongoing-research-and-activities-linked-to-covid-19-pandemic/","Reach is collecting collecting vital information on the impact of the Coronavirus & the situation of affected populations in the 20+ countries it operates in, including Bangladesh, the Democratic Republic of the Congo, Libya, Mali, Nigeria, South Sudan, Syria, Ukraine, Yemen, and more.","REACH",null,null,"✓","LMICs","IMPACT, ACTED, UNOSAT"]
[null,"Red EAMI Ibero-American Medicines Authorities Network ","https://www.redeami.net/web/homes/eami_conten_home.htm","Red EAMI is leading En Red Contra COVID-19, a digital platform where the 22 Ibero-American countries will be able to share and consult official information on treatments, clinical trials of medicines and technical guides for health personnel, in order to face the COVID in the region.","En Red contra COVID-19",null,"✓",null,"LAC",null,null,null,null,"https://www.redeami.net/web/contenedor_general/eami_conten_contacto.htm"]
[null,"Roche Data Science Coalition","https://www.rochecanada.com/en/r-d/partnering/data-science-coalition.html","Roche has assembled a group of like-minded public and private organizations with a common mission and vision to bring actionable COVID-19 intelligence to patients, frontline healthcare providers, institutions, supply chains, and government.","Roche Data Science Coalition COVID-19 Database, Roche Data Science Coalition's UNCOVER",null,"✓","✓","Global"]
[null,"SCOR consortium","https://securecovidresearch.org/","The SCOR consortium response to the problem of sharing clinical information while respecting patients' privacys by making use of well-known, mathematically proven cryptographic techniques that are embodied in an open-source software package called MedCo, made available to all consortium partners. MedCo will be used to address specific medical questions, defined within the consortium.","SCOR Secure Collective COVID-19 Research - MedCo",null,"✓",null,"Global"]
[null,"SPHERES SARS-CoV-2 Sequencing for Public Health Emergency Response, Epidemiology and Surveillance ","https://www.cdc.gov/coronavirus/2019-ncov/covid-data/spheres.html","CDC is leading the SARS-CoV-2 Sequencing for Public Health Emergency Response, Epidemiology and Surveillance (SPHERES), a new national genomics consortium to coordinate SARS-CoV-2 sequencing across the United States.","SPHERES SARS-CoV-2 Sequencing for Public Health Emergency Response, Epidemiology and Surveillance ","✓",null,null,"USA","CDC"]
[null,"T1D Exchange","https://t1dexchange.org/","A non-profit organization focused on accelerating therapies and improving care for type 1 diabetes individuals.","T1D Exchange: Surveillance of COVID-19 in Patients with Type 1 Diabetes",null,"✓",null,"USA"]
[null,"Thalassemia International Federation","https://thalassaemia.org.cy/",null,"TIF Reporting of COVID-19 in haemoglobin disorders",null,"✓",null,"Global"]
[null,"The Commons Project","https://thecommonsproject.org/","A nonprofit public trust established to build platforms and services to make life better for people around the world. They build and operate the shared platforms and services that neither governments nor tech companies are well positioned to create.","COVIDcheck, CommonHealth COVID Data Map",null,"✓",null,"Global","Rockefeller Foundation",null,null,null,"info@thecommonsproject.org"]
[null,"TransCelerate BioPharma","https://transceleratebiopharmainc.com/covid-19/","TransCelerate BioPharma Inc. is a non-profit collaboration comprised of 20 of the largest biopharmaceutical companies. It has expanded access to COVID-19-related patient-level clinical data sharing via DataCelerate® to non-member companies. In addition, TransCelerate will expand the type of data shared to include data from both the investigational product and control arms of COVID-19 clinical trials. ","TransCelerate BioPharma",null,"✓",null,"Global"]
[null,"TU Wien ","https://www.tuwien.at/en/","TU Wien has set up a high-security data infrastructure and according processes to allow data owners to provide highly selective access (data visiting) to specific (fine-granular or aggregated, fingerprinted) subsets of data for identified individuals for limited periods of time to answer precisely defined questions accepted by the data owner. It allows data not sharable via existing COVID19 data portals to be used for analysis by enabling data owners to make their data visitable and usable in a fully controlled manner. Similar in concept to SAIL.","TU Wien OSSDIP data infrastructure and Processes",null,"✓",null,"Europe (Austria)","TU Wien","Academia","Andreas Rauber, Head of Information and Software Engineering Group","rauber@ifs.tuwien.ac.at"]
[null,"UK Biobank","https://www.ukbiobank.ac.uk/","UK Biobank is a major national and international health resource, and a registered charity in its own right, with the aim of improving the prevention, diagnosis and treatment of a wide range of serious and life-threatening illnesses – including cancer, heart diseases, stroke, diabetes, arthritis, osteoporosis, eye disorders, depression and forms of dementia. UK Biobank recruited 500,000 people aged between 40-69 years in 2006-2010 from across the country to take part in this project. ","UK Biobank COVID-19 Hub",null,"✓"]
[null,"VIVLI","https://vivli.org/","Vivli is a nonprofit organization that operates as a data broker, managing a platform of the same name allows organizations to share individual participant-level data from completed clinical trials for research purposes.","VIVLI COVID-19 Data Portal, COVID-19 CP Collaboration Platform",null,"✓",null,"Global"]
[null,"Wadhwani AI","https://www.wadhwaniai.org/","The Wadhwani Institute for Artificial Intelligence is\nan independent, nonprofit research institute and global hub, developing AI solutions for social good.","COVID-19 Data Science Consortium, Cough against COVID",null,"✓",null,"Asia (India)",null,null,null,null,"partnerships@wadhwaniai.org"]
[null,"ZOE","https://covid.joinzoe.com/","The COVID-19 Symptom Study app has been developed by health science company ZOE and it is endorsed by the Welsh Government, NHS Wales, the Scottish Government and NHS Scotland. 4,055,440 participants (as of 31/07/2020) have downloaded the app and are using it to regularly report on their health, making it the largest public science project of its kind anywhere in the world. App data is being analysed in collaboration with King's College London researchers.","COVID-19 Symptom Tracker",null,"✓",null,"Europe (UK, sweden) and USA"]
["POTENTIAL STRATEGIC PARTNERS","Africa CDC PGII (Pathogen Genomics Intelligence Institute)","https://africacdc.org/africa-cdc-institutes/africa-cdc-pathogen-genomics-intelligence-institute/","The Africa CDC Pathogen Genomics Intelligence Institute (PGII) was established to support public health pathogen genomics and bioinformatics activities in Africa. It focuses on: 1) Governance and enabling mechanisms for public health pathogen genomics in Africa; 2) Mapping the landscape of pathogen genomics in Africa; 3) Facilitate the implementation of demonstration programmes. ","Africa CDC PGII (Pathogen Genomics Intelligence Institute)","✓",null,null,"Africa"]
[null,"AI-Robotics vs COVID-19 Alliance","https://ec.europa.eu/futurium/en/ai-robotics-vs-covid19","The European Commission launches an initiative to collect ideas about deployable Artificial Intelligence (AI) and Robotics solutions as well as information on other initiatives that could help face the ongoing COVID-19 crisis.",null,null,null,null,"Europe","European Commission"]
[null,"AMRI (BBMRI/EATRIS/ECRIN)","https://eatris.eu/insights/bbmri-ecrin-and-eatris-join-forces-to-offer-covid-19-fast-response-service/","The COVID-19 Fast Response Service is a coordinated and accelerated procedure for researchers to access the academic facilities, services and resources of the three medical research infrastructures: the European Research Infrastructure for Translational Medicine (EATRIS), the European Clinical Research Infrastructure network (ECRIN) and the European research infrastructure for biobanking (BBMRI), working together under the umbrella of the Alliance of Medical Research Infrastructures (AMRI).","COVID-19 Fast Response Service","✓","✓","✓","Europe",null,null,null,"Chris Tieken, EATRIS Business Development Manager","christieken@eatris.eu"]
[null,"CAIAC Collective and Augmented Intelligence against COVID-19","https://www.caiac19.org/","The Collective and Augmented Intelligence Against Covid-19 (CAIAC), is a newly formed global alliance of think tanks that are working to deliver a platform, driven by AI to curb the effects of Covid-19 on the economy and public health. The plan by CAIAC is to create an advisory group that will be a conglomeration of UN entities like UN Global Pulse and UNESCO. They will then use the growing collection of economic, social, and global health data from this pandemic to enable efficient and confident decision-making by policymakers around the globe.","CAIAC Collective and Augmented Intelligence against COVID-19",null,null,"✓",null,"Future Society, Stability.ai, UNESCO,…",null,null,null,"info@caiac19.org"]
[null,"CDISC","https://wiki.cdisc.org/display/COVID19/CDISC+Interim+User+Guide+for+COVID-19"," The Interim User Guide provides examples and guidance on implementing CDISC standards for COVID-19 so that researchers can collect, structure and analyse data more effectively. It forms part of a package to drive critical breakthroughs in research for COVID-19. This package also includes a CDISC Guidance for Ongoing Studies Disrupted by the COVID-19 Pandemic as well as an annotated case report form and a mapping spreadsheet to support public health researchers utilising the Novel Coronavirus (nCoV) Acute Respiratory Infection Clinical Characterisation Data Tool. The Data Tool was developed by the World Health Organization (WHO) and the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) and is being used as the foundation for many COVID-19 research studies in numerous countries.","CDISC Interim User Guide",null,"✓","✓","Global"]
[null,"Centre for BME Health (Black and Minority Ethnic)","https://centreforbmehealth.org.uk/","The Centre for Black and Minority Ethnic Health works to address the health inequalities in health care access and health outcomes by supporting individuals and organisations in planning and undertaking research and healthcare delivery involving and understanding Black and Minority Ethnic (BME) and seldom heard communities.",null,null,null,null,"Europe (UK)","NIHR Applied Research Collaboration East Midlands and NIHR Leicester Biomedical Research Centre"]
[null,"COMET ","http://www.comet-initiative.org/","The COMET Initiative brings together people interested in the development and application of agreed standardised sets of outcomes, known as ‘core outcome sets’ (COS). ",null,null,null,null,"Europe?","European Commission, MRC, NIHR"]
[null,"COVID-evidence team","https://covid-evidence.org/"," COVID-evidence is a continuously updated database of the worldwide available evidence on interventions for COVID-19. It provides information about worldwide planned, ongoing, and completed trials on any intervention to treat or prevent SARS-CoV-2-infections.","COVID-evidence",null,null,"✓","Global","University of Basel, Stanford University,…"]
[null,"COVID-19 Clinical Research Coalition","https://covid19crc.org/","The coalition brings together individuals and institutions working to fast-track research that will provide evidence on COVID-19 prevention, diagnosis, and case management In resource-limited settings. Comment published on Lancet on 02/04/2020. ","COVID-19 Clinical Research Coalition",null,"✓","✓","LMICs",null,null,null,"Professor Sir Nicholas White, Chairman of the Wellcome Trust’s South-East Asian Research Units (Thailand & Vietnam)","nick.white@covid19crc.org ","CODATA is part of Data Together, with RDA, GO FAIR and WDS."]
[null,"COVID-19 Data Forum","https://covid19-data-forum.org/","The COVID-19 Data Forum is an ongoing series of multidisciplinary webinars and online meetings for topic experts to discuss data-related aspects of the scientific response to the pandemic. The Forum is a joint project of the R Consortium and the Stanford Data Science Institute. \"At all stages, there are many specific topics that need discussion. To sort them out, three kinds of activities are useful categories: obtaining the data; using the data; and communicating about the data.\"","COVID-19 Data Forum",null,null,"✓",null,"R Consortium and Stanford Data Science Institute"]
[null," COVID-19 HPC Consortium","https://covid19-hpc-consortium.org/","The COVID-19 High Performance Computing (HPC) Consortium is a unique private-public effort spearheaded by the White House Office of Science and Technology Policy, the U.S. Department of Energy and IBM to bring together federal government, industry, and academic leaders who are volunteering free compute time and resources on their world-class machines."," COVID-19 HPC Consortium",null,null,null,"Global"]
[null,"COVID-19 Multi Model Comparison Collaboration (CMCC)","https://decidehealth.world/CMCC","The overall goal of the CMCC is to provide country governments and other model users with an overview of aims, strengths and caveats of the existing COVID-19 models and how their projections differ and what the key-assumptions and drivers are of their models. ","COVID-19 Multi Model Comparison Collaboration (CMCC)",null,null,"✓","Global, but especially focused on LMICs","WHO, WB, Bill&Melinda Gates Foundation, iDSI, University of Oxford Modelling Consortium, LSHTM,…"]
[null,"COVID-19 OSS Help (Open Source HelpDesk)","https://covid-oss-help.org/","Open source scientific computing software core developers offer their help to virologists / epidemiologists / researchers working on a cure / ecc","COVID-19 OSS Help (Open Source HelpDesk)",null,null,null,"Global"]
[null,"Crowdfight COVID-19","https://crowdfightcovid19.org/","A service for COVID-19 researchers, who request help for specific tasks and are matched with researchers outside the specific remit.","Crowdfight COVID-19",null,null,null,"Global",null,null,"46,000 volunteers"]
[null,"Data against COVID","https://www.data-against-covid.org/","Community connecting data scientists and bioinformaticians with medical professionals / biochemists / virologists / infectious disease specialists / drug developers","Data against COVID",null,null,null,"Global"]
[null,"Data Science Africa","http://www.datascienceafrica.org/covid19/","Data Science Africa aims to create a hub in the network of data science researchers across Africa, by: 1) Providing an index of researchers and practitioners in the field of Data Science in Africa; 2) Developing a set of lecture and notes resources; 3) Links and sources of information and potential data sources; 4) In the future a discussion forum to discuss Data Science questions; 5) An online presence for data science conferences and workshops.","Data Science Africa COVID-19 Response",null,null,null,"Africa",null,null,null,null,"Elaine Nsoesie, onelaine@bu.edu; Vukosi Marivate,  vukosi.marivate@cs.up.ac.za; Esube Bekele, esube.tamirat@gmail.com "]
[null,"DATA-POP Alliance","https://datapopalliance.org/","Data-Pop Alliance is a collaborative laboratory created by the Harvard Humanitarian Initiative, MIT Connection Science, and Overseas Development Institute. We bring together researchers, experts, practitioners, and activists to change the world with data through three pillars of work: diagnosing local realities and human problems with data and AI; mobilizing capacities, communities, and ideas towards more data literate societies, and transforming the systems and processes that underpin our societies and countries.","C-19 Global South Observatory",null,null,"✓","LAC, Middle East and Africa, Asia",null,null,null,null,"covid19@datapopalliance.org"]
[null,"DHIS2","https://www.dhis2.org/covid-19","DHIS2 is an open source, web-based health management information system (HMIS) platform, in use by 67 low and middle-income countries. DHIS2 has released a digital data package to accelerate case detection, situation reporting, active surveillance and response for COVID-19. The package is inspired by the Ministry of Health Sri Lanka’s pioneering design of DHIS2 tracker for COVID-19 case detection and draws on years of collaboration with the World Health Organisation (WHO) to develop information system standards for case-based disease surveillance. The COVID-19 digital data package includes standard metadata aligned with the WHO’s technical guidance on COVID-19 surveillance and case definitions and implementation guidance to enable rapid deployment in countries. DHIS2 is currently being used for COVID-19 Surveillance in countries around the world. ","DHIS2 COVID-19 Package",null,null,"✓","LMICs"]
[null,"ECHALLIANCE","https://echalliance.com/","The European Connected Health Alliance (ECHAlliance) is the Global Connector for Digital Health, facilitating multi-stakeholder connections around ecosystems, driving sustainable change and disruption in the delivery of health and social care.","COVID-19 Pop-Up Ecosystems",null,"✓","✓","Europe, USA, Canada, China, Africa, Asia, Caribbean, Americas, Pacific",null,null,"78 countries, 700 member organisations",null,"info@echalliance.com","interesting for global connections and potentially public engagement "]
[null,"EcoHealth Alliance","https://www.ecohealthalliance.org/","EcoHealth Alliance is a global environmental health nonprofit organization dedicated to protecting wildlife and public health from the emergence of disease. Involved in phylogenetic analyses over the origin of COVID-19 (but funding to the programme got recently and controversially cut by NIH). ","EcoHealth Alliance","✓",null,null,"USA, LAC, Asia, Oceania"]
[null,"EDCTP European & Developing Countries Clinical Trials Partnership","https://www.edctp.org/","The European & Developing Countries Clinical Trials Partnership (EDCTP) is a public-public partnership between countries in Europe and sub-Saharan Africa, supported by the European Union.","EDCTP COVID-19 Emergency Funding",null,"✓","✓","Africa",null,null,"20 funded projects "]
[null,"ELIXIR","https://elixir-europe.org/services/covid-19","ELIXIR is an intergovernmental organisation that brings together life science resources from across Europe. These resources include databases, software tools, training materials, cloud storage and supercomputers.","ELIXIR strategic resources, COVID-19 Galaxy Project","✓",null,null,null,null,null,null,"Katharina Lauer, Industry Officer","katharina.lauer@elixir-europe.org"]
[null,"Emergent Alliance","https://emergentalliance.org/","A not-for-profit community which exists to better inform the future economic decision making of corporations, small businesses and nation states. Drawing on a diverse collaboration of corporates, individuals, NGOs and Governments, the Alliance will contribute expertise, data, and resources to inform decision making on regional and global economic challenges to aid societal recovery post Covid-19.","Emergent Alliance",null,null,"✓","Global","Rolls Royce, White Space, IBM, Microsoft, …"]
[null,"GO FAIR","https://www.go-fair.org/","GO FAIR is a bottom-up, stakeholder-driven and self-governed initiative that aims to implement the FAIR data principles, making data Findable, Accessible, Interoperable and Reusable (FAIR). It offers an open and inclusive ecosystem for individuals, institutions and organisations working together through Implementation Networks (INs). ","VODAN, VODAN Africa",null,null,null,"Global","GO FAIR",null,null,"Hana Pergl Sustkova, GO-FAIR Operations Officer","hana.pergl@go-fair.org"]
[null,"HZI Helmoltz Centre for Infection Research","https://sormasorg.helmholtz-hzi.de/, https://www.path.org/articles/open-source-software-tool-helps-governments-monitor-covid-19/","SORMAS is an open source mobile eHealth System that processes disease control and outbreak management procedures in addition to surveillance and early detection of outbreaks through real-time digital surveillance including peripheral health care facilities and laboratories. Developed by the Helmholtz Centre for Infection Research (HZI) jointly with multiple international partners, it now includes a COVID-specific module, currently used in Nigeria, Ghana, Fiji and Germany.","SORMAS Surveillance Outbreak Response Management and Analysis System",null,null,"✓","LMICs"]
[null,"ICPSR (Inter-University Consortium for Political and Social Research)","https://www.icpsr.umich.edu/","An international consortium of more than 750 academic institutions and research organizations, Inter-university Consortium for Political and Social Research (ICPSR) provides leadership and training in data access, curation, and methods of analysis for the social science research community.","ICPSR COVID-19 Data Repository",null,null,"✓","USA"]
[null,"IFB COVID","https://www.france-bioinformatique.fr/en/action-covid-19","The Institut Français de Bioinformatique (IFB) launches an action to identify the needs in computing and data analysis, and offers expertise and computing facilities to support the involved teams","IFB COVID",null,null,null,"Europe"]
[null,"Instruct-ERIC","https://instruct-eric.eu/news/resources-information-and-collaborations-to-support-covid-19-research/","Instruct-ERIC is a pan-European distributed research infrastructure making high-end technologies and methods in structural biology available to users. It is offering priority access for research directly related to COVID-19.","Instruct-ERIC strategic resources","✓",null,null,"Europe"]
[null,"Instruct-ITALIA","https://talos.cerm.unifi.it/instruct-it/news/58-computational","Instruct-ITALIA is the Italian infrastructure for Integrated Structural Biology. In response to COVID-19, it offers a number of resources including a variety of computational services mostly aimed at drug development. ","Instruct-ITALIA strategic resources","✓",null,null,"Europe"]
[null,"J-IDEA (Jameel Institute for Disease and Emergency Analytics) ","https://www.imperial.ac.uk/jameel-institute/covid-19/","The webpage provides access to video updates, regular reports on the research performed at the Centre, planning tools, data and code developed by the Imperial College COVID-19 Response Team, publications and sources of information","J-IDEA (Jameel Institute for Disease and Emergency Analytics) COVID-19 resources",null,null,null,"Europe (UK)"]
[null,"London School of Hygiene and Tropical Medicine","https://www.lshtm.ac.uk/","LSHTM is responding to COVID-19 in a variety of ways (funding, providing guidance, modelling tools, …)","LSHTM's COVID-19 Response",null,"✓","✓","LMICs",null,"Academia"]
[null,"NIHR R-TRC","https://www.nihr.ac.uk/partners-and-industry/industry/collaborate-with-us/respiratory-trc.htm","The R-TRC welcomes requests and proposals for early phase studies for adoption by the R-TRC. The R-TRC will support the design and development of adopted/selected studies for subsequent submission to the national prioritisation portal.","R-TRC Support for COVID-19 Studies",null,"✓",null,"Europe (UK)"]
[null,"N3C National COVID Cohort Collaborative","https://covid.cd2h.org/N3C","The National COVID Cohort Collaborative (N3C) is a collaboration among the NCATS-supported Clinical and Translational Science Awards (CTSA) Program hubs, the National Center for Data to Health (CD2H), distributed clinical data networks (PCORnet, OHDSI, ACT/i2b2, TriNetX), and other partner organizations, with overall stewardship by NIH’s National Center for Advancing Translational Sciences (NCATS). The N3C aims to improve the efficiency and accessibility of analyses with COVID-19 clinical data, expand our ability to analyze and understand COVID, and demonstrate a novel approach for collaborative pandemic data sharing.","N3C National COVID Cohort Collaborative",null,"✓",null,"USA"]
[null,"ODK ","https://getodk.org/covid-19/","The ODK community produces free and open-source software for collecting, managing, and using data in resource-constrained environments. It allows the offline data collection with mobile devices in remote areas. It has been used before during the Ebola outbreaks in West Africa in 2004 and the more recent outbreak in the Democratic Republic of Congo in 2019. The ODK community has further advanced its use in response to the COVID-19 by making available a reporting form in its deployments. The form is designed according to the World Health Organization’s protocol for investigating cases and contact tracing and investigations. The lead developers are also offering free support for any organization that has deployed the ODK in response to COVID-19.","ODK Open Data Kit ",null,"✓","✓","LMICs"]
[null,"PACTR Pan African Clinical Trials Registry","https://pactr.samrc.ac.za/","The Pan African Clinical Trials Registry (PACTR) is a regional register of clinical trials conducted in Africa. The PACTR is unique in recognising that African trialists face additional challenges in trial registration and seeks to provide feasible ways of overcoming these.","PACTR Pan African Clinical Trials Registry",null,"✓",null,"Africa"]
[null,"PANDORA Pan-African Network for Rapid Research, Response and Preparedness for Infectious Diseases Epidemics","https://www.pandora-id.net/","This multi-disciplinary consortium aims to develop outbreak rapid response teams for four Africa regions with 48-72 hours of a declared epidemic. Another goal is to develop the capacity for emerging infectious disease research that can be conducted both during an epidemic and also in the inter-epidemic period (also through data sharing). ","PANDORA Pan-African Network for Rapid Research, Response and Preparedness for Infectious Diseases Epidemics",null,null,"✓","Africa"]
[null,"PATH","https://www.path.org/","A global nonprofit improving public health.","PATH responds to COVID-19",null,"✓","✓","Global",null,null,"active in 70+ countries",null,"see https://path.azureedge.net/media/documents/PATH_COVID_response_overview_2020_4-2-2020.pdf for a list of contact details depending on the specific area of intervention."]
[null,"PCORI Patient-Centered Outcomes Research Institute","https://www.pcori.org/","PCORI helps people make informed healthcare decisions, and improves healthcare delivery and outcomes, by producing and promoting high-integrity, evidence-based information that comes from research guided by patients, caregivers, and the broader healthcare community.","HERO Registry",null,"✓",null,"USA"]
[null,"PoliMap COVID-19","https://polimap.org/","A group of more than 50 public health and social scientists and practitioners who want to help policymakers and citizens to understand the policy responses to COVID-19.","PoliMap COVID-19",null,null,"✓","Global (especially focused on LAC)"]
[null,"PRACE","https://prace-ri.eu/hpc-access/hpcvsvirus/","The Partnership for Advanced Computing in Europe runs a Fast Track Call for Proposals for projects that will use supercomputers to contribute to the fight against COVID-19.","PRACE versus COVID-19",null,null,null,"Europe"]
[null,"RDA Research Data Alliance","https://www.rd-alliance.org/",null,"RDA COVID-19 Working Group","✓","✓","✓","Global",null,"Academia, private sector, government"]
[null,"RECON R Epidemics Consortium (and COVID-19 Challenge)","https://www.repidemicsconsortium.org/","The R Epidemics Consortium (RECON) is an international not-for-profit, non-governmental organisation gathering experts in data science, modelling methodology, public health, and software development to create the next generation of analytics tools for informing the response to disease outbreaks, health emergencies and humanitarian crises, using the R software and other free, open-source resources.","RECON R Epidemics Consortium (and COVID-19 Challenge)",null,null,null,"Global"]
[null,"Respiratory TRC (Translational Research Collaboration)","https://www.nihr.ac.uk/partners-and-industry/industry/collaborate-with-us/respiratory-trc.htm","This NIHR Respiratory Translational Research Collaboration  carries out outstanding translational research in respiratory disease. Together with industry partners, the  Respiratory TRC focuses on experimental clinical research to identify mechanisms of pathophysiology of disease, or to demonstrate proof of concept or evidence of the validity of new discoveries or treatments.","R-TRC Support for COVID-19 Studies",null,"✓",null,"Europe (UK)","NIHR  "]
[null,"RESPIRE / BREATH HUB (Global Health Research Unit on Respiratory Health)","https://www.ed.ac.uk/usher/respire/news/2020/new-projects-covid-19-launched","RESPIRE is a Global Health Research Unit focusing on respiratory health in Asia. ","RESPIRE / BREATH HUB (Global Health Research Unit on Respiratory Health) COVID-19 projects",null,"✓","✓","Asia  ",null,null,null,"Morag Edwards, Unit Administrator","RESPIRE@ed.ac.uk"]
[null,"Trial-Forge","https://www.trialforge.org/covid-19-resources/","Trial Forge aims to make trials more efficient by looking for marginal gains across all trial processes, from research question to implementation into routine care. Providing documentation that may support those running COVID-19 trials or non-COVID trials affected by COVID-19.","Trial-Forge COVID-19 Resources",null,"✓",null,"Global","University of Aberdeen"]
[null,"TRANSVAC","https://www.transvac.org/","TRANSVAC is dedicated to accelerate vaccine candidates across the R&D pipeline, by offering services to vaccine developers in academic and industry settings.","TRANSVAC services to COVID-19 vaccine developers","✓","✓",null,"Europe"]

{"sheet":"Landscaping Organisations","index":1,"n_rows":260,"n_cols":10,"rows_kept":260,"cut":false,"hidden":false,"merged":[[0,9,1,9],[0,0,1,0],[0,1,1,1],[0,2,1,2],[0,3,1,3],[0,4,1,4],[0,5,0,7]]}
["CATEGORY","TYPE OF INITIATIVE","NAME ","WEBSITE","SUMMARY INFO","DATA SCALE",null,null,"DATA SCALE","GEOGRAPHY"]
[null,null,null,null,null,"molecular","patient","societal"]
["COVID-19 Initiatives",null,"4CE Consortium for Clinical Characterization of COVID-19 by EHR","https://covidclinical.net/","4CE is an international consortium for electronic health record (EHR) data-driven studies of the COVID-19 pandemic. The goal of this effort—led by the i2b2 international academics users group—is to inform doctors, epidemiologists and the public about COVID-19 patients with data acquired through the health care process.",null,"✓",null,"Patient","Global"]
["COVID-19 Initiatives",null,"ALERRT African Coalition for Epidemic Research, Response and Training COVID-19 response","https://www.alerrt.global/content/covid-19","A multi-disciplinary consortium building a patient-centered clinical research network to respond to epidemics across sub-Saharan Africa. It consists of consists of 21 partner organisations from 13 countries (9 African and 4 European). Currently working with the WHO/AFRO, Africa CDC and existing networks and structures across Africa and globally to adapt the CCP developed by ISARIC for implementation in Africa.\n\n",null,"✓",null,"Patient","Africa"]
["COVID-19 Initiatives","COVID-19 study","ANTICOV ","https://dndi.org/diseases/covid-19/","With partners, DNDi is on the cusp of launching ANTICOV, a large clinical trial in at least 10 African countries studying early treatment for people with mild COVID-19 symptoms. The aim is to find out whether treatments approved for other diseases could also be effective in halting the progression of COVID-19 and prevent the need for intensive care in hospitals. More information will be available soon.",null,"✓",null,"Patient","Africa"]
["COVID-19 Initiatives","Policy resource","C-19 Global South Observatory","https://datapopalliance.org/covid19/c19globalsouthobservatory/","The C-19 Global South Observatory aims to monitor the status, impacts and implications of the crisis (at a political, social and economic level) in countries of the Global South through succinct and analytical Country Briefs, which provide a thorough overview of the situation in each country.",null,null,"✓","Societal","Latin America"]
["COVID-19 Initiatives","Sequence data repository","CanCOGeN Canadian COVID Genomics Network","https://covid19.research.ubc.ca/research/canadian-covid-19-genomics-networkcancogen","Led by Genome Canada, in partnership with the six regional Genome Centres, national and provincial public health labs, genome sequencing centres through CGEn, hospitals, universities and the private sector, CanCOGeN will coordinate and scale up existing genomics-based COVID-19 research in Canada and internationally in order to accelerate public impact. CanCOGeN will undertake two related genomics projects to help us understand how the virus works, how it is evolving, and why people experience such different health outcomes. CanCOGeN will sequence the genomes of up to 10,000 patients and 150,000 viral samples and will build a bank of “virus to patient” data that will inform decision-making by public health authorities and support the development of therapies and vaccines. Of critical importance, CanCOGeN will establish and manage a framework for cross-Canada safe data sharing, coordination and analysis.","✓","✓",null,"Molecular\r\nPatient","North America"]
["COVID-19 Initiatives","National portal","CDC COVID-19 cases and testing in the U.S.","https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html \nhttps://www.cdc.gov/coronavirus/2019-ncov/cases-updates/testing-in-us.html","Daily case reports.",null,null,"✓","Societal"]
["COVID-19 Initiatives",null,"CETAF-DISSCO COVID-19 Taskforce","https://cetaf.org/covid19-taf-communities-taking-action","Researchers from collections-linked organizations from all over the world have joined forces around the COVID-19 TaF, which will focus on: 1) Post-COVID prioritisation of research foci on animal virus carriers; 2) Develop guidelines for the preservation of viral evidence in deposited biological specimens and samples; 3) Develop a biodiversity-related knowledge hub on COVID-19; 4)  Improve metadata registering practices on genetic material deposition  ","✓",null,null,null,"Europe"]
["COVID-19 Initiatives","Sequence data repository","COG-UK COVID-19 Genomics UK Consortium","https://www.cogconsortium.uk/"," The COVID-19 Genomics UK (COG-UK) consortium has been created to deliver large-scale and rapid whole-genome virus sequencing to local NHS centres and the UK government. COG-UK is made up of an innovative partnership of NHS organisations, the four Public Health Agencies of the UK, the Wellcome Sanger Institute and over twelve academic partners providing sequencing and analysis capacity. The virus genome data is combined with clinical and epidemiological datasets in order to help to guide UK public health interventions and policies.","✓","✓",null,"Molecular\r\nPatient","Europe"]
["COVID-19 Initiatives",null,"CONCVACT Africa CDC Consortium for COVID-19 Vaccine Clinical Trial",null,"The African Union Commission has launched a new initiative, the Africa Centres for Disease Control and Prevention (Africa CDC) Consortium for COVID-19 Vaccine Clinical Trial (CONCVACT). CONCVACT is an outcome of the virtual conference on Africa’s Leadership Role in COVID-19 Vaccine Development and Access held on 24-25 June 2020. CONCVACT is being implemented as part of the Africa Joint Continental Strategy for COVID-19. CONCVACT aims to secure more than 10 late stage vaccine clinical trials as early as possible on the continent by bringing together global vaccine developers and funders, as well as African organizations that facilitate clinical trials. The goal is to ensure that sufficient data is generated on the safety and efficacy of the most promising vaccine candidates for the African population so they can be confidently rolled out in Africa once vaccines are approved.",null,"✓",null,"Patient","Africa"]
["COVID-19 Initiatives","Literature","CORD-19 COVID-19 Open Research Dataset","https://www.semanticscholar.org/cord19","CORD-19 is a corpus of academic papers about COVID-19 and related coronavirus research. It's curated and maintained by the Semantic Scholar team at the Allen Institute for AI to support text mining and NLP research. Challenge hosted by Kaggle.",null,null,"✓","Societal","Global"]
["COVID-19 Initiatives","Policy resource","Coronavirus Tweets","https://www.kaggle.com/smid80/coronavirus-COVID19-tweets","Public Tweets on COVID-19 (UserID, location, hashtags, tweet text)",null,null,"✓","Societal","Global"]
["COVID-19 Initiatives","Policy resource","COVID Alliance","https://www.covidalliance.org/","A volunteer-powered nonprofit coalition bringing together best-in-class expertise across science, technology, and policy in a coordinated response to COVID-19. The team consists of epidemiologists, virologists, policy experts, medical informaticians, data scientists, and software engineers. The COVID Alliance Research Platform (CARP) provides researchers access to vast geolocation, public health, and medical datasets through our privacy-preserving cloud-computing environment. The ecosystem includes a range of donated and public-access datasets, including anonymized and aggregated geolocation data from over 25% of the adult US population and hyper-local, near-real time data feeds from hospitals, testing providers, and other partners.","✓","✓","✓","Molecular\r\nSocietal\r\nPatient","North America"]
["COVID-19 Initiatives","Funding","COVID CIRCLE (COVID-19 Research Coordination and Learning)","https://www.ukcdr.org.uk/covid-circle/","COVID CIRCLE will harness current UKCDR and GloPID-R activities, including continual mapping and analysis of global COVID-19 funding through the COVID Tracker (see entry). Building on this work, COVID CIRCLE will coordinate funding efforts, connect networks of researchers, and collate learnings to inform future epidemic and pandemic responses with a focus on lower-resource settings.",null,null,null,null,"Africa"]
["COVID-19 Initiatives",null,"COVID Human Genetic Effort","https://www.covidhge.com/","The COVID Human Genetic Effort is an international consortium aiming to discover: (i) Monogenic inborn errors of immunity (IEI), rare or common, underlying severe forms of COVID-19 in previously healthy individuals; (ii) Monogenic variations, rare or common, which make certain individuals resistant to the infection by the SARS-CoV2 itself, despite repeated exposure.",null,"✓",null,"Patient","Global"]
["COVID-19 Initiatives","Drug compound library","COVID Moonshot","https://covid.postera.ai/covid","An international consortium of scientists drawn from academia, biotechs, contract research organizations (CROs) and pharma, all working pro bono or at cost with funding generated from crowdfunding. Newly designed inhibitors are triaged by ML, synthesized and tested to develop effective, easy-to-make anti-COVID drugs.","✓",null,null,"Molecular","Global"]
["COVID-19 Initiatives","Disease registry","COVID-19 & Cancer Consortium","https://ccc19.org/","A consortium of over 100 cancer centers and other organizations who have come together to collect data about patients with cancer who have been diagnosed with COVID-19. ",null,"✓",null,"Patient","North America"]
["COVID-19 Initiatives",null,"COVID-19 Clinical Research Coalition","https://covid19crc.org/","The coalition brings together individuals and institutions working to fast-track research that will provide evidence on COVID-19 prevention, diagnosis, and case management In resource-limited settings. Comment published on Lancet on 02/04/2020. ",null,"✓","✓","Patient\r\nSocietal"]
["COVID-19 Initiatives",null,"COVID-19 CP Collaboration Platform","https://covidcp.org/","A platform for collaboration on RCTs, which operates by publicizing protocols whose PIs are open to various levels of collaboration: joining forces with other research teams to create a core protocol; admitting new sites under the existing PI and IRB; sharing anonymized interim and/or final data through our partner Vivli with other sites that choose to independently operate a trial under a similar protocol.",null,"✓",null,"Patient","Global"]
["COVID-19 Initiatives",null,"COVID-19 Evidence Accelerator","https://evidenceaccelerator.org/","COVID-19 Evidence Accelerator provides a unique venue for major data organizations, government and academic researchers, and health systems to gather and design quick-turn-around queries and share their results. COVID-19 Diagnostics Evidence Accelerator is a multi-stakeholder, collaborative project  leveraging real-world data in the diagnostic (e.g., nucleic acid or antigenic) and antibody testing (e.g., serological) space.","✓","✓","✓","Molecular\r\nSocietal\r\nPatient","North America"]
["COVID-19 Initiatives","Sequence data repository","COVID-19 Genomics Research Network","https://covidgenomics.org/","Proposed by the New York Genome Center, this is a city-wide genomics-focused research network to bring the genomics capacity and expertise in conjunction with area research programs on COVID-19. Focused on: 1) large scale full length viral sequencing to determine viral evolution and spread across the community; 2) whole genome germline sequencing and immune repertoire sequencing of affected individuals, focused on extreme phenotypes to examine host factors and immune responses; 3) single cell sequencing to examine tissue responses and provide a genome variation of expression context for viral responses; 4) establishment of a data commons for the research network so that full availability of data to investigators can be provided.","✓","✓",null,"Molecular\r\nPatient","North America"]
["COVID-19 Initiatives","Policy resource","COVID-19 Healthcare Coalition","https://c19hcc.org/","The COVID-19 Healthcare Coalition is a private-sector led response that brings together healthcare organizations, technology firms, nonprofits, academia, and startups to preserve the healthcare delivery system and help protect U.S. populations. Focus on: supporting the supply chain, informing coordinated social policies, powering data-driven clinical insights,... ",null,"✓",null,"Patient","North America"]
["COVID-19 Initiatives","Sequence data repository","COVID-19 Host Genetics Initiative","https://www.covid19hg.org/","A global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic","✓","✓",null,"Patient\r\nMolecular","Global"]
["COVID-19 Initiatives",null,"COVID-19 Mass Spectrometry Coalition","https://covid19-msc.org/","The aim is to use mass spectrometry to reduce the harm caused by the SARS-Cov2 virus. It will share sample collection and processing protocols and all data that is obtained to maximise the benefit for all.","✓",null,null,"Molecular","Global"]
["COVID-19 Initiatives","Dashboard","COVID-19 Mobility Data Network","https://www.covid19mobility.org/","A network of infectious disease epidemiologists at universities around the world working with technology companies to use aggregated mobility data to support the COVID-19 response. The goal is to provide daily updates to decision-makers at the state and local levels on how well social distancing interventions are working, using anonymized, aggregated data sets from mobile devices, along with analytic support for interpretation.",null,null,"✓","Molecular\r\nSocietal","Global"]
["COVID-19 Initiatives","Policy resource","COVID-19 Multi Model Comparison Collaboration (CMCC)","https://decidehealth.world/CMCC","The overall goal of the CMCC is to provide country governments and other model users with an overview of aims, strengths and caveats of the existing COVID-19 models and how their projections differ and what the key-assumptions and drivers are of their models. ",null,null,"✓","Societal","Global"]
["COVID-19 Initiatives","Patient-level platform","COVID-19 Research Database","https://covid19researchdatabase.org/","The database is a pro-bono, cross-industry collaborative, composed of institutions donating technology service, healthcare expertise, and limited and de-identified data. The database is a public-private consortium organized by Datavant, Health Care Cost Institute, Medidata, Mirador Analytics, Veradigm, Change Healthcare, Snowflake and many others. The database includes de-identified and limited datasets from medical and pharmacy claims data, electronic health record data, mortality data, and consumer data.  The database can be accessed by academic, scientific and medical researchers conducting real-world data studies related to COVID-19. Although researchers may come from any sector, only non-profit, non-commercial projects related to COVID-19 or pandemics will be considered. All results must be made publicly available.",null,"✓",null,"Patient","North America"]
["COVID-19 Initiatives","Policy resource","COVIDcheck","https://thecommonsproject.org/covidcheck","COVIDcheck helps people around the world understand and reduce their COVID-19 risks.  Developed in collaboration with CDC and the World Medical Association, it also supports schools, universities, employers,and public health agencies in their efforts to overcome the pandemic and return to a new normal.",null,"✓",null,"Patient","Global"]
["COVID-19 Initiatives","Policy resource","COVID-evidence","https://covid-evidence.org/","COVID-evidence is a continuously updated database of the worldwide available evidence on interventions for COVID-19. It provides information about worldwide planned, ongoing, and completed trials on any intervention to treat or prevent SARS-CoV-2-infections.","✓",null,null,"Molecular","Global"]
["COVID-19 Initiatives",null,"C-TAP COVID-19 Technology Access Pool","https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov/covid-19-technology-access-pool","A platform for open, collaborative sharing of knowledge, data and intellectual property on existing and new health tools to combat COVID-19.",null,null,null,null,"Global"]
["COVID-19 Initiatives",null,"DOLT Coronavirus Dataset","https://www.dolthub.com/repositories/Liquidata/corona-virus","This dataset is an import of data from John Hopkins University CSSE. Additionally, there are tables on disease characteristics sourced from the China Center for Disease Control Feb. 11, 2020 report. Lastly, there is individual case details sourced from the Singapore government, the Hong Kong government, the South Korean government, and the Philippines government. This data updates hourly.",null,null,"✓","Societal","Asia"]
["COVID-19 Initiatives","Policy resource","En Red contra COVID-19","https://www.segib.org/red-eami/","A digital platform where the 22 Ibero-American countries will be able to share and consult official information on treatments, clinical trials of medicines and technical guides for health personnel, in order to face the COVID in the region.",null,"✓",null,"Patient","Latin America"]
["COVID-19 Initiatives",null,"EndPandemic National Data Consortium","https://www.endpandemic.org/","The EndPandemic National Data Consortium aims to help the medical community accelerate the discovery and implementation of effective treatments and vaccines against COVID-19. It encourages pharmaceutical companies, clinical research organizations (CROs), and government agencies to share clinical and other data related to COVID-19 and SARS-CoV-2. With an integrated, continuously updated data repository and powerful analytics capabilities at their disposal, researchers can generate insights that will help find a cure for COVID-19 faster. ",null,"✓",null,"Patient","North America"]
["COVID-19 Initiatives",null,"EpiPose","https://cordis.europa.eu/project/id/101003688","EpiPose aims to provide urgently needed answers about the epidemiological characteristics of 2019-nCoV, the social dynamics of the outbreak, and the related public health preparedness and response to the ongoing epidemic, as well as to assess its economic impact. The consortium consists of 6 partners in 5 countries (BE, NL, UK, CH, IT) who provide complementary expertise in mathematical and statistical modelling of infectious diseases, participatory surveillance systems, living systematic reviews, and health economic analysis and have a strong international public health network. Led by Hasselt University (Belgium), includes LSHTM.",null,null,"✓","Societal","Europe"]
["COVID-19 Initiatives","Sequence data repository","GenOMICC study on COVID-19 patients","https://www.genomicsengland.co.uk/covid-19/","Genomics England, in partnership with the GenOMICC consortium, is working with the NHS to deliver whole genome sequencing of up to 20,000 people who have been severely affected by COVID-19 – requiring intensive care – and 15,000 people who had mild symptoms.",null,"✓",null,"Patient","Europe"]
["COVID-19 Initiatives","Policy resource","Google COVID-19 Community Mobility reports","https://www.google.com/covid19/mobility/","These Community Mobility Reports aim to provide insights into what has changed in response to policies aimed at combating COVID-19. The reports chart movement trends over time by geography, across different categories of places such as retail and recreation, groceries and pharmacies, parks, transit stations, workplaces, and residential.",null,null,"✓","Societal","Global"]
["COVID-19 Initiatives","Trial tracker","IQVIA COVID-19 Trial Matching Tool ","https://c19trials.com/#!/","To help anyone who wants to join the fight against COVID-19 find the right option, IQVIA has created a COVID-19 trial matching tool that includes all research projects seeking participants in the United States.",null,"✓",null,"Patient","North America"]
["COVID-19 Initiatives",null,"ISARIC COVID-19 Clinical Research Resources and Clinical Characterisation Protocol (CCP)","https://coronavirus.tghn.org/covid-disease-characterisation/isaric-ccp/","ISARIC's research resources include CCP, a data platform, a CRF, an observational study in Malawi.",null,"✓",null,"Patient"]
["COVID-19 Initiatives",null,"NORMAN-SCORE","https://www.normandata.eu/?q=node/361","NORMAN (Network of reference laboratories, research centres and related organisations for monitoring of emerging environmental substances) has launched the NORMAN-SCORE joint initiative to facilitate data comparison  between “SARS-CoV-2 in sewage” studies.",null,null,"✓","Societal","Europe"]
["COVID-19 Initiatives",null,"Open COVID-19 Initiative","https://app.jogl.io/project/118","Developing and sharing low-cost an open source methodologies to safely test for the presence of SARS-CoV-2 using multiple approaches.",null,null,null,null,"Global"]
["COVID-19 Initiatives",null,"PANDORA Pan-African Network for Rapid Research, Response and Preparedness for Infectious Diseases Epidemics","https://www.pandora-id.net/","This multi-disciplinary consortium aims to develop outbreak rapid response teams for four Africa regions with 48-72 hours of a declared epidemic. Another goal is to develop the capacity for emerging infectious disease research that can be conducted both during an epidemic and also in the inter-epidemic period (also through data sharing). ",null,null,"✓","Societal","Africa"]
["COVID-19 Initiatives",null,"PATH responds to COVID-19","https://www.path.org/path-responds-covid-19/","PATH, the Seattle-based medical nonprofit, is working with ministries, governments, and companies to improve their capacity to respond to COVID-19. This work includes providing technical and logistical support to the Democratic Republic of Congo’s Presidential COVID Task Force, developing data analytics and diagnostics with private industry in India, supporting disease surveillance in Senegal, and developing dashboards and mapping tools in Vietnam. ",null,"✓","✓","Societal\r\nPatient","Global"]
["COVID-19 Initiatives",null,"PERC (Partnership for Evidence-based Response to COVID-19)","https://preventepidemics.org/covid19/perc/","Partnership for Evidence-Based Response to COVID-19 (PERC) is a public-private partnership that supports evidence-based measures to reduce the impact of COVID-19 on African Union Member States. PERC member organizations are Africa Centres for Disease Control and Prevention, Resolve to Save Lives, an initiative of Vital Strategies, the World Health Organization, the UK Public Health Rapid Support Team and the World Economic Forum.  Ipsos and Novetta Mission Analytics bring market research expertise and years of data analytic support to the partnership. PERC collects social, economic, epidemiological, population movement, and security data from 20 African Union Member States to help determine the acceptability, impact and effectiveness of public health and social measures for COVID-19.",null,null,"✓","Societal","Africa"]
["COVID-19 Initiatives","COVID-19 study","PRINCIPLE trial (Platform Randomised trial of interventions against COVID-19 in older people)","https://www.phctrials.ox.ac.uk/principle-trial/home","UK nationwide clinical trial aiming to find treatments for COVID-19 for older people in the community. More than 500 GP surgeries are already recruiting people aged 50–64 with a pre-existing illness, or aged 65 and over, into the trial. It is the first trial of COVID-19 treatments to take place in primary care, one of the UK Government’s four national priority platform trials on the disease.",null,"✓",null,"Patient","Europe"]
["COVID-19 Initiatives","COVID-19 study","RECOVER Rapid European COVID-19 Emergency Response research","https://www.recover-europe.eu/","RECOVER is one of the 18 projects that the European Union has founded in response to the COVID-19 pandemic. It aims to obtain crucial unknown information about the disease through clinical research to help the EU fight the virus and save patients’ lives. ","✓","✓","✓","Molecular\r\nSocietal\r\nPatient","Europe"]
["COVID-19 Initiatives","COVID-19 study","RECOVERY trial (Randomised Evaluation of COVID-19 Therapy)","https://www.recoverytrial.net/","This national clinical trial aims to identify treatments that may be beneficial for people hospitalised with suspected or confirmed COVID-19.",null,"✓",null,"Patient","Europe"]
["COVID-19 Initiatives","COVID-19 study","REMAP-CAP trial ","https://www.remapcap.org/","A randomised, embedded, multi-factorial, adaptive platform trial for Community-Acquired Pneumonia (CAP).",null,"✓",null,"Patient","Global"]
["COVID-19 Initiatives","Sequence data repository","SPHERES SARS-CoV-2 Sequencing for Public Health Emergency Response, Epidemiology and Surveillance ","https://www.cdc.gov/coronavirus/2019-ncov/covid-data/spheres.html","CDC is leading the SARS-CoV-2 Sequencing for Public Health Emergency Response, Epidemiology and Surveillance (SPHERES), a new national genomics consortium to coordinate SARS-CoV-2 sequencing across the United States.","✓",null,null,"Molecular","North America"]
["COVID-19 Initiatives",null,"TransCelerate BioPharma","https://transceleratebiopharmainc.com/covid-19/","TransCelerate BioPharma Inc. is a non-profit collaboration comprised of 20 of the largest biopharmaceutical companies. It has expanded access to COVID-19-related patient-level clinical data sharing via DataCelerate® to non-member companies. In addition, TransCelerate will expand the type of data shared to include data from both the investigational product and control arms of COVID-19 clinical trials. TransCelerate also offers a number of tools to support centralised trial monitoring, to support protocol deviation management, issue and risk management, the use of patient-friendly technology.",null,"✓",null,"Patient","Global"]
["COVID-19 Initiatives","Dashboard","WHO COVID-19 situation reports  and dashboard","https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports/, https://covid19.who.int/","Daily descriptive situation reports.",null,null,"✓","Societal","Global"]
["Data Finder","Policy resource","Africa UN Knowledge Hub for COVID-19","http://knowledge.uneca.org/covid19/","Developed by the UN Development System in Africa, the Hub acts as a one-stop-shop on information and resources relevant to Africa on the pandemic. The Hub harnesses information and resources from credible sources including WHO, regional UN agencies, Ministries of health of African governments and credible news channels amongst others.",null,null,"✓","Societal","Africa"]
["Data Finder","Trial registry","ANZCTR Australian New Zealand Clinical Trials Registry","http://www.anzctr.org.au/","The ANZCTR contributes data to the WHO ICTRP.",null,"✓",null,"Patient"]
["Data Finder","Trial registry","ChiCTR Chinese Clinical Trial Registry","http://www.chictr.org.cn/abouten.aspx","The Chinese Clinical Trial Registry (ChiCTR), established in 2005, is the representative of China to join WHO ICTRP.",null,"✓",null,"Patient","Asia"]
["Data Finder","Trial registry","ClinicalTrials.gov","https://clinicaltrials.gov/","ClinicalTrials.gov is a database of privately and publicly funded clinical studies conducted around the world.",null,"✓",null,"Patient","Global"]
["Data Finder","Trial registry","Cochrane CENTRAL Central Register of Controlled Trials ","https://www.cochranelibrary.com/central/about-central","A highly concentrated source of reports of randomized and quasi-randomized controlled trials. Most CENTRAL records are taken from bibliographic databases (mainly PubMed and Embase), but records are also derived from other published and unpublished sources, including CINAHL, ClinicalTrials.gov and the WHO's International Clinical Trials Registry Platform",null,"✓",null,"Patient","Global"]
["Data Finder","Trial registry","Cochrane COVID-19 Study Register","https://covid-19.cochrane.org/","Cochrane's COVID-19 Study Register is a freely-available, continually-updated, annotated reference collection of human studies on COVID-19, including interventional, observational, diagnostic, prognostic, epidemiological, qualitative and economic designs.  The three primary data sources for Cochrane's COVID-19 Study Register are the publicly available trial registry platforms: ClinicalTrials.gov and the WHO's International Clinical Trials Registry Platform (ICTRP), and the National Library of Medicine's bibliographic database PubMed.",null,"✓",null,"Patient","Global"]
["Data Finder","Trial tracker","COVID-19 clinical trials registry","https://www.covid19-trials.com/","Data is pulled from the International Clinical Trials Registry Platform, including those from the Chinese Clinical Trial Registry, ClinicalTrials.gov, Clinical Research Information Service - Republic of Korea, EU Clinical Trials Register, ISRCTN, Iranian Registry of Clinical Trials, Japan Primary Registries Network, and German Clinical Trials Register."]
["Data Finder","Trial tracker","COVID-19 Research Project Tracker","https://www.ukcdr.org.uk/funding-landscape/covid-19-research-project-tracker/","A live database of funded research projects on COVID-19, soon to include a list of data repositories. This is part of the COVID CIRCLE initiative.",null,null,null,null,"Global"]
["Data Finder","Trial tracker","Covid-NMA","https://covid-nma.com/","Living mapping of ongoing research followed by a living network meta-analysis of study results. Led by international researchers from Cochrane, Université de Paris and other universities.",null,null,null,null,"Global"]
["Data Finder","trial registry","CRIS Clinical Research Information Service","http://cris.nih.go.kr/cris/en/use_guide/cris_introduce.jsp","The Clinical Research Information Service (CRIS) is a non-profit online registration system for clinical trials (researches) to be conducted in Korea. It joined the WHO International Clinical Trials Registry Platform (ICTRP) as 11th member of Primary Registry.",null,"✓",null,"Patient","Asia"]
["Data Finder","trial registry","CTRI Clinical Trials Registry India","http://ctri.nic.in/Clinicaltrials/login.php","Being a Primary Register of the ICTRP, registered trials are freely searchable both from the WHO's search portal, the ICTRP as well as from the CTRI (www.ctri.nic.in).",null,"✓",null,"Patient","Asia"]
["Data Finder",null,"Discovery VIRUS COVID-19 registry","https://www.sccm.org/Research/Research/Discovery-Research-Network/VIRUS-COVID-19-Registry","VIRUS is a cross-sectional, observational study and registry of all eligible adult and pediatric patients who are admitted to a hospital.",null,"✓",null,"Patient","Global"]
["Data Finder","Policy resource","ECDC National information resources on COVID-19","https://www.ecdc.europa.eu/en/COVID-19/national-sources","Links to national COVID-19 resources by European countries.",null,null,"✓","Societal"]
["Data Finder",null,"ERF-AISBL Research Infrastructures and COVID-19 Research ","https://erf-aisbl.eu/research-infrastructures-offer-for-research-on-covid-19/","Collection of information on relevant services. Here is a summary table for Health and Food resources: https://erf-aisbl.eu/wp-content/uploads/RIs-COVID19-Services-Life-Sciences-1.pdf"]
["Data Finder","Trial registry","EU Clinical Trials Register","https://www.clinicaltrialsregister.eu/","The European Union Clinical Trials Register allows to search for protocol and results information on: interventional clinical trials that are conducted in the European Union (EU) and the European Economic Area (EEA); clinical trials conducted outside the EU / EEA that are linked to European paediatric-medicine development.",null,"✓",null,"Patient","Europe"]
["Data Finder","National portal","Health Data Research Innovation Gateway","http://healthdatagateway.org","UK Gateway to search, discover and access health data and research tools, including COVID-related datasets",null,"✓","✓","Patient\r\nSocietal","Europe"]
["Data Finder",null,"Instruct-ERIC strategic resources","https://instruct-eric.eu/news/resources-information-and-collaborations-to-support-covid-19-research/","Instruct-ERIC offers priority access to its structural biology services for research related to COVID-19 through a priority access pathway.","✓",null,null,"Molecular"]
["Data Finder","Trial registry","ISRCTN registry","https://www.isrctn.com/","The ISRCTN registry is a primary clinical trial registry recognised by WHO and ICMJE that accepts all clinical research studies (whether proposed, ongoing or completed), providing content validation and curation and the unique identification number necessary for publication. All study records in the database are freely accessible and searchable.",null,"✓",null,"Patient","Global"]
["Data Finder",null,"nfdi4health Task Force COVID-19","https://www.nfdi4health.de/index.php/task-force-covid-19-2/","The nfdi4health Task Force COVID-19 will create a comprehensive inventory of German studies on COVID-19 with structured health data from registers, administrative health databases, primary care, clinical studies including vaccination studies, epidemiological studies and health reporting. It will also promote the timely implementation of harmonized research related to COVID-19 and Record linkage of various COVID-19 data records.",null,"✓",null,"Patient","Europe"]
["Data Finder","Trial registry","NIPH Clinical Trials Search","https://rctportal.niph.go.jp/en/","The website can be used to cross-search the content of four national clinical research information registries: Japan Registry of Clinical Trials (jRCT), the University Hospital Medical Information Network Center (UMIN-CTR), the Japan Medical Association Center (JMACCT), the Japan Pharmaceutical Information Center (JAPIC).",null,"✓",null,"Patient","Asia"]
["Data Finder",null,"OpenAIRE Zenodo COVID-19 community","https://zenodo.org/communities/covid-19?page=1&size=20","This community collects research outputs that may be relevant to the Coronavirus Disease (COVID-19) or the SARS-CoV-2. Scientists are encouraged to upload their outcome in this collection to facilitate sharing and discovery of information. ",null,null,null,null,"Europe"]
["Data Finder","Trial registry","PACTR Pan African Clinical Trials Registry","https://pactr.samrc.ac.za/","The Pan African Clinical Trials Registry (PACTR) is a regional register of clinical trials conducted in Africa. The PACTR is unique in recognising that African trialists face additional challenges in trial registration and seeks to provide feasible ways of overcoming these. For example, a common problem for individuals living in sub-Saharan Africa is limited, unreliable and costly internet access. With this in mind, the registry provides alternative means of trial registration for registrants who do not have reliable access to the internet. Trials may be registered manually by email, postal mail or facsimile correspondence and trial registration is free.\n",null,"✓",null,"Patient","Africa"]
["Data Finder","Trial registry","ReBEC Brazilian Registry of Clinical Trials","http://www.ensaiosclinicos.gov.br/","The Brazilian Clinical Trials Registry / Registro Brasileiro de Ensaios Clínicos (ReBEC) is an open access virtual platform for registration of ongoing experimental and non-experimental studies on humans performed in Brazil.",null,"✓",null,"Patient","Latin America"]
["Data Finder","Trial registry","REPEC Peruvian Clinical Trial Registry","https://ensayosclinicos-repec.ins.gob.pe/en/","REPEC has been developed by Peruvian National Institute of Health (INS) to provide information about clinical trials underway in Peru, in order to promote transparency to improve the public opinion regarding clinical research.",null,"✓",null,"Patient","Latin America"]
["Data Finder","Trial registry","RPCEC Cuban Public Registry of Clinical Trials","https://rpcec.sld.cu/en/home","The Cuban Public Registry of Clinical Trials (RPCEC) is a website with a database of clinical trials, with national coverage.",null,"✓",null,"Patient","Latin America"]
["Data Finder","Trial tracker","Systematic review of COVID-19 clinical trials","https://www.iddo.org/research-themes/covid-19/live-systematic-clinical-trial-review","Includes a visual tool for mapping current trial registrations"]
["Data Finder","Policy resource","Tracking COVID-19 in Latin America","https://www.as-coa.org/articles/coronavirus-latin-america","The page lists country-level information about measures and impact of COVID-19.",null,null,null,null,"Latin America"]
["Data Finder","Trial registry","WHO ICTRP International Clinical Trials Registry Platform","https://www.who.int/ictrp/en",null,null,"✓",null,"Patient","Global"]
["Data Finder","Policy resource","Wikidata COVID_19","https://www.wikidata.org/wiki/Wikidata:WikiProject_COVID-19","Collate resources relevant to COVID-19 such as data model for disease outbreak, description of outbreak and virus, etc.",null,null,null,null,"Global"]
["Data Platform","Sequence data repository","2019 Novel Coronavirus Resource (2019nCoVR)","https://bigd.big.ac.cn/ncov/?lang=en","The Genomics Data Center of the Chinese Academy of Sciences constructed the 2019 Novel Coronavirus Resource (2019nCoVR). It features comprehensive integration of genomic and proteomic sequences as well as their metadata information from the Global Initiative on Sharing All Influenza Data, National Center for Biotechnology Information, China National GeneBank, National Microbiology Data Center and China National Center for Bioinformation (CNCB)/National Genomics Data Center (NGDC). It also incorporates a wide range of relevant information including scientific literatures, news, and popular articles for science dissemination, and provides visualization functionalities for genome variation analysis results based on all collected 2019-nCoV strains. Moreover, by linking seamlessly with related databases in CNCB/NGDC, 2019nCoVR offers virus data submission and sharing services for raw sequence reads and assembled sequences, and synchronized data release in international databases.","✓",null,null,"Molecular","Asia"]
["Data Platform","Sequence data repository","Africa CDC PGII (Pathogen Genomics Intelligence Institute)","https://africacdc.org/africa-cdc-institutes/africa-cdc-pathogen-genomics-intelligence-institute/","The Africa CDC Pathogen Genomics Intelligence Institute (PGII) was established to support public health pathogen genomics and bioinformatics activities in Africa. It focuses on: 1) Governance and enabling mechanisms for public health pathogen genomics in Africa; 2) Mapping the landscape of pathogen genomics in Africa; 3) Facilitate the implementation of demonstration programmes. ","✓",null,null,"Molecular","Africa"]
["Data Platform",null,"AWS data lake for the analysis of COVID-19 data","https://aws.amazon.com/covid-19-data-lake/","The AWS COVID-19 data lake is a centralized repository of up-to-date and curated datasets focused on the spread and characteristics of the novel coronavirus (SARS-CoV-2). This data lake contains pre-processed, curated, and publicly-readable data (such as such as COVID-19 case tracking data from The New York Times, COVID-19 testing data from the COVID Tracking Project, hospital bed availability from Definitive Healthcare, health survey data from the Delphi Research Group, and research data from over 45,000 articles about COVID-19 and related coronaviruses from the Allen Institute for AI), ready for analysis by anyone and many of which is sourced through AWS Data Exchange.",null,"✓","✓","Patient\r\nSocietal"]
["Data Platform","Cohort / biobank","BBMRI-ERIC COVID-19 resources","https://www.bbmri-eric.eu/wp-content/uploads/BBMRI-ERIC-response-to-COVID-2.10.pdf","The document lists resources from 600+ biobanks including access to samples and clinical data.",null,"✓",null,"Patient","Europe"]
["Data Platform","Drug compound library","BioExcel COVID-19","https://bioexcel-cv19.bsc.es/#/","BioExcel-CV19 is a platform designed to provide web-access to atomistic-MD trajectories for macromolecules involved in the COVID-19 disease.","✓",null,null,"Molecular","Europe"]
["Data Platform","Sequence data repository","Broad Terra cloud workspace","https://app.terra.bio/#workspaces/pathogen-genomic-surveillance/COVID-19_Broad_Viral_NGS","Data and analytical tools from the viral genomics group at the Broad Institute","✓",null,null,"Molecular"]
["Data Platform",null,"C3.ai COVID-19 Data Lake","https://c3.ai/products/c3-ai-covid-19-data-lake/","The C3.ai COVID-19 Data Lake uniquely integrates multiple data sources in a unified data model, ready for analysis – datasets come from governmental, NGO, and commercial sources - requires registration",null,"✓","✓","Patient\r\nSocietal"]
["Data Platform","Dashboard","CommonHealth COVID Data Map","https://coviddatamap.org/","CommonHealth Data Map is a non-profit data aggregation and mapping platform for organizations to share and display relevant data to inform the COVID-19 response at the global, national and local level.  Working with the world’s leading public health institutions and experts to deliver the real-time data and insights they need to respond effectively to the pandemic.",null,null,"✓","Societal","Global"]
["Data Platform","Drug compound library","Coronavirus canSAR","https://corona.cansar.icr.ac.uk/, https://www.icr.ac.uk/news-archive/scientists-bring-together-world-s-coronavirus-research-in-'intelligent'-online-database","can SAR is an integrated knowledgebase developed by ICR that brings together data across biology, chemistry, pharmacology, structural biology, cellular networks, and clinical annotations, and applies machine learning approaches to provide predictions useful for drug discovery and translational research. This resource has been adapted for the battle against COVID-19  and aims to be the world's first one-stop shop for coronavirus research.","✓",null,null,"Molecular","Global"]
["Data Platform","Drug compound library","COVID OpenData Portal","https://opendata.ncats.nih.gov/covid19/","NCATS is generating a collection of datasets by screening a panel of SARS-CoV-2-related assays against all approved drugs -> COVID-19-related drug repurposing data and experiments for all approved drugs.","✓",null,null,"Molecular","Global"]
["Data Platform","Sequence data repository","COVID-19 Cell Atlas","https://www.covid19cellatlas.org/","The COVID-19 Cell Atlas has provided the most comprehensive resource to date for exploring cell-type specific expression of SARS-CoV2-linked genes. These data have informed our understanding of which cell types are susceptible to viral infection.","✓",null,null,"Molecular","Global"]
["Data Platform","National portal","COVID-19 Clinical Data Analytics Platform","https://www.covidcdap.org/covid-19-cdap/","Australian central data repository and analytics platform with case report forms, led by Queensland University of Technology, Monash University and University of Sydney",null,"✓",null,null,"Global"]
["Data Platform","Patient-level platform","COVID-19 Data Exchange","https://www.covid19-dataexchange.org/","The COVID-19 Data Exchange is an easy-to-use platform, allowing its participants to securely source, publish and exchange non-personal data with public and private organizations, and other stakeholders aiming at stopping the virus’ progression and its economic impact. Brought by Dawex, supported by Microsoft, France Digital, Deloitte,...",null,"✓",null,"Patient","Global"]
["Data Platform","Sequence data repository","COVID-19 Data Portal","https://www.covid19dataportal.org/","The COVID-19 Data Portal was launched in April 2020 to bring together relevant datasets for sharing and analysis in an effort to accelerate coronavirus research. It enables researchers to upload, access and analyse COVID-19 related reference data and specialist datasets as part of the wider European COVID-19 Data Platform. The portal also features data analysis and visualisation tools to help interpret the data. The COVID-19 Data Portal is the entry point to the wider European COVID-19 Data Platform initiative, which involves the creation of multiple SARS-CoV-2 Data Hubs.","✓","✓",null,"Molecular\r\nPatient","Europe"]
["Data Platform",null,"COVID-19 dataset clearinghouse","https://asone.ai/polymath/index.php?title=COVID-19_dataset_clearinghouse","A repository for public data sets relating to the COVID-19 pandemic. It was also initially envisioned as a clearinghouse for matching requests for data cleaning of such datasets with volunteers willing to perform this clearing, but this part of the project was redirected towards United against COVID-19.",null,"✓","✓","Patient\r\nSocietal"]
["Data Platform","National portal","COVID-19 National Core Studies","https://www.hdruk.ac.uk/covid-19/covid-19-national-core-studies/","The UK National Core Studies programme is enabling the UK to use health data and research to inform both our near and long-term responses to COVID-19, as well as accelerating progress to establish a world-leading health data and research infrastructure for the future.",null,"✓","✓","Patient\r\nSocietal","Europe"]
["Data Platform","Drug compound library","COVID-19 preclinical drug development database","https://covidpipeline.acmedsci.ac.uk/","This database maps emerging COVID-19 preclinical drug development research across the UK. Our aim is to help researchers identify collaborations, share expertise, materials and methods, avoid duplicating effort and prioritise the most promising research.","✓",null,null,"Molecular","Europe"]
["Data Platform","Imaging dataset","COVID-DPR Digital Pathology Repository","https://covid19pathology.nih.gov/","The goal of the COVID-DPR is to make whole slide images (WSI) of COVID related pathology available as a resource to the community. This includes: 1) function as a reference dataset of COVID-19 histopathology, with a focus on lungs, liver, kidney and heart histopathology; 2) provide a dataset for investigative studies into the histopathology of COVID-19 infection, including image analysis, ML, AI; 3) support, as needed, clinical trials for the treatment and prevention of COVID-19 infections.",null,"✓",null,"Patient","Global"]
["Data Platform","National portal","Dataon","https://dataon.kisti.re.kr/index.jsp#","The Korea Institute of Science and Technology launched the DataOn platform, which allows researchers to deposit and use research data related to COVID-19. Research data uploaded to the DataOn are planning to be disclosed to a global community after KISTI and VODAN (Virus Outbreak Data Network) develops institutional collaboration arrangements in the near future.",null,null,null,null,"Asia"]
["Data Platform",null,"ECRIN Clinical Research Metadata Repository","https://ecrin.org/clinical-research-metadata-repository","ECRIN has launched the Clinical Research Metadata Repository (Beta-version 0.3), including COVID-19 data, allowing the discovery of clinical studies and related data objects, as there are for example protocol, information sheet and consent form, data management plan, statistical analysis plan, case report form, results, publications, descriptive metadata, etc.. The Clinical Research Metadata Repository is updated regularly through collection of data from the most important sources of information worldwide, from New Zealand to The Netherlands and from Japan to Lebanon.",null,"✓",null,"Patient","Global"]
["Data Platform",null,"ELIXIR COVID-19 data resources","https://elixir-europe.org/services/covid-19","The page lists a number of platforms to access data relevant to COVID-19 and specific datasets.",null,null,null,null,"Europe"]
["Data Platform","Drug compound library","EU-OPENSCREEN ERIC COVID-19 data resources","https://www.eu-openscreen.eu/covid-19/eu-openscreen-eric.html","Access to small molecule libraries and, through partners, to bioactive/drug repurposing collections.","✓",null,null,"Molecular","Europe"]
["Data Platform","Imaging dataset","Euro-BioImaging COVID-19 data resources","https://www.eurobioimaging.eu/content/Covid19","Access to data related to COVID-19 research, including via the BioImage Archive.",null,null,null,null,"Europe"]
["Data Platform","Drug compound library","EXSCALATE4COV","https://www.exscalate4cov.eu/","E4C is a public-private consortium supported by the European Commission’s Horizon 2020 tender for projects to counter the Coronavirus pandemic and improve the management and care of patients. At the core of E4C is Exscalate (EXaSCale smArt pLatform Against paThogEns), at present the most powerful and cost-efficient intelligent supercomputing platform in the world. Exscalate has a \"chemical library\" of 500 billion molecules and a processing capacity of more than 3 million molecules per second. The E4C consortium, coordinated by Dompé Farmaceutici , is composed by 18 institutions from seven European countries. The aim is the identification of molecules effective against Coronavirus and new tools against future pandemics within 18 months.","✓",null,null,null,"Europe"]
["Data Platform",null,"Figshare COVID-19 Open Research Data","https://covid19.figshare.com/","Collection of open research data on COVID-19.",null,null,"✓","Societal"]
["Data Platform","Patient-level platform","Harmony Alliance COVID-19 Data Platform","https://www.harmony-alliance.eu/covid19/","HARMONY is the largest public-private partnership for blood cancer in Europe, with multidisciplinary groups representing 90 organizations.Data collected, will include demographics, diagnosis, treatment, details deterministically linked to the individual patient data, clinical trials, observational studies, epidemiological data, inpatient and outpatient electronic patient records, other clinical data and registries, real-world data related to COVID-19. The data collected on the HARMONY COVID-19 Data Platform are to be integrated in the European COVID-19 Data Portal.",null,"✓",null,"Patient","Europe"]
["Data Platform","Sequence data repository","IBM Functional Genomics Platform","https://s2s-omxware.us-south.containers.appdomain.cloud/landing","IBM processed all newly sequenced public SARS-CoV-2 genomes, yielding over 2M sequences including genomes, genes, proteins, functional domains and more.","✓",null,null,"Molecular","Global"]
["Data Platform",null,"ICPSR COVID-19 Data Repository","https://www.icpsr.umich.edu/web/about/cms/2365","ICPSR has created a new archive for data examining the social, behavioral, public health, and economic impact of the novel coronavirus global pandemic. This is a free self-publishing option for any researcher who wants to share data related to COVID-19. Deposits should include all data, annotated program code, command files, and documentation necessary to understand the data collection and/or replicate research findings.",null,null,"✓","Societal","North America"]
["Data Platform","Clinical dataset","IDDO/ISARIC Clinical Data Sharing Platform","https://www.iddo.org/research-themes/covid-19, https://isaric.tghn.org/","IDDO is collaborating with the International Severe Acute Respiratory and emerging Infections Consortium (ISARIC) to aggregate, standardise and share COVID-19 clinical data from around the globe. IDDO is providing the data-sharing framework for secure, governed access to data collected by ISARIC partners. The IDDO framework enables the upload, anonymisation, and curation of disparate data types and sources. All data are collated and inventoried so that researchers can request access to data for new analyses that address knowledge gaps and accelerate the response to COVID-19.",null,"✓",null,"Patient"]
["Data Platform","Patient-level platform","I-MOVE-COVID-19","https://www.imoveflu.org/i-move-covid-19/","The I-MOVE-COVID-19 consortium aims to obtain epidemiological and clinical information on patients with COVID-19 as well as virological information on SARS-CoV-2, through (a) provision of a flexible surveillance platform (adaptable to the epidemiological situation), (b) research studies and (c) evaluation of public health interventions (e.g. vaccination, antivirals), in order to contribute to the knowledge base, guide patient management, and inform the public health response. This will be achieved through adaptation and expansion of the existing, long-running, Europe-wide influenza surveillance network (I-MOVE) to include COVID-19. The network includes primary care networks, hospitals, and national laboratory reference centres in 10 countries across the WHO European Region.","✓","✓","✓","Molecular","Europe"]
["Data Platform","Sequence data repository","NCBI Virus Sars-CoV-2 Data Dashboard","https://www.ncbi.nlm.nih.gov/labs/virus/vssi/#/sars-cov-2","a community portal for viral sequence data from RefSeq, GenBank and other NCBI repositories","✓",null,null,"Molecular","Global"]
["Data Platform","Drug compound library","Targeting COVID-19 Portal","https://ghddi-ailab.github.io/Targeting2019-nCoV/","Public information sharing portal and data repository for the drug discovery community, initiated by GHDDI. Includes its high throughput screening platform and multiple compound libraries and access to its COVID-19 Drug Discovery Cloud Computing System on Alibaba Cloud","✓",null,null,"Molecular","Global"]
["Data Platform","Patient-level platform","VIVLI COVID-19 Data Portal","https://vivli.org/vivli-covid-19-portal/","Vivli is a nonprofit organization that operates as a data broker, managing a platform of the same name allows organizations to share individual participant-level data from completed clinical trials for research purposes. Through the platform, individuals can search listed studies, request data sets or aggregated data, and share data of their own. During the COVID-19 pandemic, the platform has formed a relationship with d-wise, a clinical data consulting company, to waive all fees for sharing and accessing clinical trial data to encourage individuals to share and use data through the site to pursue COVID-19 treatments. ",null,"✓",null,"Patient","Global"]
["Data Science Initiatives",null," COVID-19 HPC Consortium","https://covid19-hpc-consortium.org/","The COVID-19 High Performance Computing (HPC) Consortium is a unique private-public effort spearheaded by the White House Office of Science and Technology Policy, the U.S. Department of Energy and IBM to bring together federal government, industry, and academic leaders who are volunteering free compute time and resources on their world-class machines."]
["Data Science Initiatives",null,"CAIAC Collective and Augmented Intelligence against COVID-19","https://www.caiac19.org/","The Collective and Augmented Intelligence Against Covid-19 (CAIAC), is a newly formed global alliance of think tanks that are working to deliver a platform, driven by AI to curb the effects of Covid-19 on the economy and public health. The plan by CAIAC is to create an advisory group that will be a conglomeration of UN entities like UN Global Pulse and UNESCO. They will then use the growing collection of economic, social, and global health data from this pandemic to enable efficient and confident decision-making by policymakers around the globe.",null,null,"✓","Societal","Global"]
["Data Science Initiatives",null,"CODATA Decadal Programme","https://codata.org/initiatives/strategic-programme/decadal-programme/","CODATA has been tasked by the International Science Council to prepare a major global programme ‘Making Data Work for Cross-Domain Grand Challenges’ for launch in 2021 with the Data Together organisations and a large number of other partners. The aim of the initiative is to assist interdisciplinary research by addressing the critical issues of data access, interoperability and reuse across domain, disciplinary, and institutional boundaries. Initial working groups are underway. In the area of infectious disease, work is focussing on combining large-scale longitudinal cohort data and clinical data in a secure and federated infrastructure for analysis of HIV. This work will be expanded to include an examination of pandemic epidemiology data, with reference to the urgent case of COVID-19, and in preparation for future resilience.",null,"✓","✓","Societal\r\nPatient","Global"]
["Data Science Initiatives",null,"COVID-19 Data Forum","https://covid19-data-forum.org/","The COVID-19 Data Forum is an ongoing series of multidisciplinary webinars and online meetings for topic experts to discuss data-related aspects of the scientific response to the pandemic. The Forum is a joint project of the R Consortium and the Stanford Data Science Institute. \"At all stages, there are many specific topics that need discussion. To sort them out, three kinds of activities are useful categories: obtaining the data; using the data; and communicating about the data.\"",null,null,null,null,"Global"]
["Data Science Initiatives",null,"COVID-19 Data Science Consortium","https://www.covid19datascienceconsortium.org/","The Covid19 Consortium brings together scientists, researchers, technologists, global corporations, philanthropies and startups—to collaboratively and expeditiously build and deploy technology solutions to help fight the pandemic.",null,"✓",null,"Patient","Global"]
["Data Science Initiatives",null,"COVID-19 Galaxy Project","https://covid19.galaxyproject.org/","The Galaxy project is one of the world's largest, most successful, web-based bioinformatics platforms. In collaboration with Elixir, it has been used in analysing and publishing SARS-CoV2 data. A series of webinars were organised to guide participants step-by-step through setting up and executing the SARS-CoV-2 data analyses workflows developed by the global Galaxy community.","✓",null,null,"Molecular","Europe"]
["Data Science Initiatives","Policy resource","COVID-19 Interoperability Alliance","https://covid19ia.org/","The Alliance is an informatics focused environment supporting collaborative authoring of COVID-19 related interoperability data resources. It provides a hub for healthcare information to enable public and private organizations to quickly and easily identify, monitor, and measure data relevant to COVID-19 and has made these resources available through the following: 1) Open access to downloadable data resources created by the Alliance; 2) Open access to an interactive content browser; 3) FHIR API access to published data assets (for development purposes only); 4) A collaborative information management workshop for registered contributors; 5) Useful links relating to COVID-19 interoperability and analytics. The type of data resources being created include clinical, demographic, and administrative value sets; Focused terminology subsets; FHIR profiles and attributes; and useful meta-data.",null,"✓",null,"Patient"]
["Data Science Initiatives",null,"COVID-19 OSS Help (Open Source HelpDesk)","https://covid-oss-help.org/","Open source scientific computing software core developers offer their help to virologists / epidemiologists / researchers working on a cure / ecc",null,null,null,null,"Global"]
["Data Science Initiatives",null,"COVID-19 Pop-Up Ecosystems","https://echalliance.com/news-and-events/pop-up-ecosystem/","E.g.., ecosystem on COVID-19 data donation.",null,"✓","✓","Societal\r\nPatient","Global"]
["Data Science Initiatives",null,"Crowdfight COVID-19","https://crowdfightcovid19.org/","A service for COVID-19 researchers, who request help for specific tasks and are matched with researchers outside the specific remit.",null,null,null,null,"Global"]
["Data Science Initiatives",null,"Data against COVID","https://www.data-against-covid.org/","Community connecting data scientists and bioinformaticians with medical professionals / biochemists / virologists / infectious disease specialists / drug developers",null,null,null,null,"Global"]
["Data Science Initiatives",null,"Data Science Africa COVID-19 Response","http://www.datascienceafrica.org/covid19/","Data Science Africa are responding to this pandemic in the following ways (so far): 1) Providing a platform for Data Science in Africa participants and affiliates to convene and help in any way they can; 2) Organizing virtual meetings to educate; 3) Providing links and sources of information and potential data sources.",null,null,null,null,"Africa"]
["Data Science Initiatives",null,"DATA4COVID (Data Collaboratives in response to COVID-19)","https://data4covid19.org/, https://docs.google.com/document/d/1JWeD1AaIGKMPry_EN8GjIqwX4J4KLQIAqP09exZ-ENI/edit","NYU GovLab resources for COVID-19 research. A repository for data collaboratives seeking to address the spread of COVID-19 and its secondary effects"]
["Data Science Initiatives",null,"IFB COVID","https://www.france-bioinformatique.fr/en/action-covid-19","The Institut Français de Bioinformatique (IFB) launches an action to identify the needs in computing and data analysis, and offers expertise and computing facilities to support the involved teams"]
["Data Science Initiatives",null,"Instruct-ITALIA strategic resources","https://talos.cerm.unifi.it/instruct-it/news/58-computational","As a contribution to the global fight against Covid-19, INSTRUCT-ITALIA has extended its portfolio of services available to users by including a variety of computational services mostly aimed at drug development. The new services include 3D structural modeling, analysis of high-throughput NMR-based screening and modeling of ligand-protein interactions, based also on screening data.","✓",null,null,"Molecular"]
["Data Science Initiatives","Drug compound library","JEDI Grand Challenge Billion Molecules against COVID-19","https://www.covid19.jedi.group/","The mission is to improve (in silico or others) methods to identify compounds with blocking interactions relevant to any SARS-CoV-2 target, by optimizing/accelerating the use of HPC (High Performance Computing), Artificial Intelligence, and provide experimental validation. JEDI (Joint European Disruptive Initiative) is launching Tech GrandChallenges to push the frontiers of innovation, with a radical method based on excellence, no geographical return, speed, high expectations & bold risk-taking. In this case, the scale is global rather than European.","✓",null,null,"Molecular","Global"]
["Data Science Initiatives",null,"J-IDEA (Jameel Institute for Disease and Emergency Analytics) COVID-19 resources","https://www.imperial.ac.uk/jameel-institute/covid-19/","The webpage provides access to video updates, regular reports on the research performed at the Centre, planning tools, data and code developed by the Imperial College COVID-19 Response Team, publications and sources of information",null,null,"✓","Societal"]
["Data Science Initiatives",null,"ODK Open Data Kit ","https://getodk.org/covid-19/","The ODK community produces free and open-source software for collecting, managing, and using data in resource-constrained environments. It allows the offline data collection with mobile devices in remote areas. It has been used before during the Ebola outbreaks in West Africa in 2004 and the more recent outbreak in the Democratic Republic of Congo in 2019. The ODK community has further advanced its use in response to the COVID-19 by making available a reporting form in its deployments. The form is designed according to the World Health Organization’s protocol for investigating cases and contact tracing and investigations. The lead developers are also offering free support for any organization that has deployed the ODK in response to COVID-19.",null,null,"✓","Societal"]
["Data Science Initiatives",null,"PRACE versus COVID-19","https://prace-ri.eu/hpc-access/hpcvsvirus/","The Partnership for Advanced Computing in Europe runs a Fast Track Call for Proposals for projects that will use supercomputers to contribute to the fight against COVID-19."]
["Data Science Initiatives",null,"RECON R Epidemics Consortium (and COVID-19 Challenge)","https://www.repidemicsconsortium.org/","The R Epidemics Consortium (RECON) is an international not-for-profit, non-governmental organisation gathering experts in data science, modelling methodology, public health, and software development to create the next generation of analytics tools for informing the response to disease outbreaks, health emergencies and humanitarian crises, using the R software and other free, open-source resources.",null,null,null,null,"Global"]
["Data Science Initiatives",null,"Roche Data Science Coalition's UNCOVER","https://www.rochecanada.com/en/r-d/partnering/data-science-coalition.html","Kaggle administers the United Network for COVID-19 Data Exploration and Research (UNCOVER), to answer questions that will focus on capacity management and research studies for COVID-19.",null,"✓","✓","Societal\r\nPatient","Global"]
["Data Science Initiatives",null,"SCOR Secure Collective COVID-19 Research - MedCo","https://securecovidresearch.org/, https://medco.epfl.ch/","The SCOR consortium response to the problem of sharing clinical information while respecting patients' privacys by making use of well-known, mathematically proven cryptographic techniques that are embodied in an open-source software package called MedCo, made available to all consortium partners. MedCo will be used to address specific medical questions, defined within the consortium. Currently implemented in 3 Swiss hospitals, MedCo’s interface is designed to be used by medical professionals who are not necessarily computer science experts. Its decentralized model is based on a cryptographic principle called secure multiparty computation, which makes it possible to confidentially analyze the data at the different hospitals.",null,"✓",null,"Patient"]
["Data Science Initiatives",null,"SORMAS Surveillance Outbreak Response Management and Analysis System","https://sormasorg.helmholtz-hzi.de/, https://www.path.org/articles/open-source-software-tool-helps-governments-monitor-covid-19/","SORMAS is an open source mobile eHealth System that processes disease control and outbreak management procedures in addition to surveillance and early detection of outbreaks through real-time digital surveillance including peripheral health care facilities and laboratories. Developed by the Helmholtz Centre for Infection Research (HZI) jointly with multiple international partners, it now includes a COVID-specific module, currently used in Nigeria, Ghana, Fiji and Germany.",null,"✓","✓","Patient\r\nSocietal"]
["Data Science Initiatives",null,"SURF Stanford Medicine COVID-19 Tools","https://surf.stanford.edu/covid-19-tools/","a suite of data visualization tools and calculators to help healthcare providers and policy makers understand demands on the healthcare system ",null,null,"✓","Societal"]
["Data Science Initiatives","Funding","Trinity Challenge","https://thetrinitychallenge.org/","Announced by Dame Sally Davies as a coalition united by the common aim of using data and advanced analytics to develop insights and actions to contribute to a world better protected from health emergencies"]
["Data Science Initiatives",null,"VODAN Africa","https://www.vodan-totafrica.info/","VODAN Africa is the Africa Implementation Network of Universities and Hospitals in Uganda, Ethiopia, Nigeria, Kenya, Tunisia and Zimbabwe; as well as Professors and graduate students from the University of Leiden supported by the GO FAIR Foundation. The initiative is funded by the Philips Foundation to enable distributed access to the critical data needed from Africa and the rest of the world to fight and contain the COVID-19 pandemic. The Virus Outbreak Data Africa Network will ensure that medical data are discoverable by computers and accessible under governance regulations. Data will not be displaced as data are visited by the algorithms based on the access accorded to the data by data stewards. ",null,null,null,null,"Africa"]
["Data Science Initiatives",null,"VODAN Virus Outbreak Data Network","https://www.go-fair.org/implementation-networks/overview/vodan/","The VODAN Implementation Network is one of the joint activities carried out by CODATA, RDA, WDS, and GO FAIR. It aims to make source data FAIR and make them available for reuse in a distributed manner. The FAIRification will initially focus on the Clinical Research Form (CRF) model following the WHO standards. ",null,"✓",null,"Patient","Global"]
["Data Sharing Policy",null,"AMRI COVID-19 Fast Response Service ","https://eatris.eu/insights/bbmri-ecrin-and-eatris-join-forces-to-offer-covid-19-fast-response-service/","The COVID-19 Fast Response Service is a coordinated and accelerated procedure for researchers to access the academic facilities, services and resources of the three medical research infrastructures: the European Research Infrastructure for Translational Medicine (EATRIS), the European Clinical Research Infrastructure network (ECRIN) and the European research infrastructure for biobanking (BBMRI), working together under the umbrella of the Alliance of Medical Research Infrastructures (AMRI).",null,"✓",null,"Patient"]
["Data Sharing Policy",null,"CDISC Interim User Guide","https://wiki.cdisc.org/display/COVID19/CDISC+Interim+User+Guide+for+COVID-19"," The Interim User Guide provides examples and guidance on implementing CDISC standards for COVID-19 so that researchers can collect, structure and analyse data more effectively. It forms part of a package to drive critical breakthroughs in research for COVID-19. This package also includes a CDISC Guidance for Ongoing Studies Disrupted by the COVID-19 Pandemic as well as an annotated case report form and a mapping spreadsheet to support public health researchers utilising the Novel Coronavirus (nCoV) Acute Respiratory Infection Clinical Characterisation Data Tool. The Data Tool was developed by the World Health Organization (WHO) and the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) and is being used as the foundation for many COVID-19 research studies in numerous countries.",null,"✓","✓","Societal\r\nPatient"]
["Data Sharing Policy","Policy resource","COMET Initiative","http://www.comet-initiative.org/Studies/Details/1538","COMET (Core Outcome Measures in Effectiveness Trials) brings together people interested in the development and application of agreed standardised sets of outcomes, known as ‘core outcome sets’ (COS). COS will ensure that this evidence base will contain, as a minimum, the key information needed by decision makers about the effects of interventions. COMET has prepared a briefing paper to summarise work to date on COS for COVID-19 and the COMET team is available to respond to any queries about it. COMET will also facilitate contact with COS developers to help determine which COS may be most relevant to a particular research study."]
["Data Sharing Policy","Literature","ELIXIR strategic resources","https://elixir-europe.org/services/covid-19","The page lists a number of resources offered by ELIXIR, ranging from interoperability resources, to analysis tools and computing resources.","✓",null,null,"Molecular"]
["Data Sharing Policy","Literature","EU-OPENSCREEN ERIC strategic resources","https://www.eu-openscreen.eu/covid-19/eu-openscreen-eric.html","The page lists a number of resources offered by EU-OPENSCREEN ERIC in response to COVID-19, such as access to labs and instruments, optimisation of assays, ecc.","✓",null,null,"Molecular"]
["Data Sharing Policy","Policy resource","FAIRsharing COVID-19 Collection","https://fairsharing.org/collection/COVID19Resources","A draft collection that contains databases (including knowledgebases and repositories) and standards that are responding to, or appropriate for, use in the COVID-19 pandemic. These resources may be focused on patient response, clinical trials, virology studies or other related areas and, with respect to the databases in this Collection, contain COVID-19 related datasets. ","✓","✓","✓","Patient\r\nMolecular\r\nSocietal","Global"]
["Data Sharing Policy","Clinical academic society","Public Health Alliance for Genomic Epidemiology","https://pha4ge.org/","The Public Health Alliance for Genomic Epidemiology (PHA4GE) is a global coalition that is actively working to establish consensus standards; document and share best practices; improve the availability of critical bioinformatic tools and resources; and advocate for greater openness, interoperability, accessibility and reproducibility in public health microbial bioinformatics. The Data Structures working group has published its first preprint on SARS-CoV-2 contextual data specification for open genomic epidemiology.","✓",null,null,"Molecular"]
["Data Sharing Policy","Policy resource","RDA COVID-19 Working Group","https://www.rd-alliance.org/groups/rda-covid19","Published Recommendations and Guidelines on Data Sharing for COVID-19 (30/06/2020). RDA addresses the need for open and interoperable sharing of research data and builds the social, technical and cross-disciplinary links to enable such sharing on a global scale.\nRDA Members come together through focused Working Groups and Interest Groups, formed by experts from all around the world – from academia, private sector and government. "]
["Data Sharing Policy","Policy resource","Trial-Forge COVID-19 Resources","https://www.trialforge.org/covid-19-resources/","Trial Forge aims to make trials more efficient by looking for marginal gains across all trial processes, from research question to implementation into routine care. Providing documentation that may support those running COVID-19 trials or non-COVID trials affected by COVID-19.",null,"✓",null,"Molecular\r\nPatient"]
["Datasets","Disease registry","ASH RC COVID-19 Registry for Hematology","https://www.ashresearchcollaborative.org/s/covid-19-registry","The ASH Research Collaborative (ASH RC) COVID-19 Registry for Hematology, a global public reference tool that is part of the ASH RC Data Hub platform, captures data on individuals who test positive for COVID-19 and have a hematologic condition (past or present) and/or have experienced a post-COVID-19 hematologic complication.",null,"✓",null,"Patient","North America"]
["Datasets","Disease registry","CAPACITY","https://capacity-covid.eu/","A BHF COVID-19 Cardiovascular Disease UK flagship project, CAPACITY is a registry of patients with COVID-19 including cardiovascular risk and complications. ",null,"✓",null,"Patient","Europe"]
["Datasets","Drug compound library","CAS COVID-19 Resources ","https://www.cas.org/covid-19-antiviral-compounds-dataset","CAS (a division of the American Chemical Society) is making a wide range of resources and expertise openly available to support the fight against COVID-19, among which an open source dataset assembled from CAS REGISTRY® including known anti-viral drugs and related chemical compounds that are structurally similar to known antivirals. The dataset license terms support use for applications including research, data mining, machine learning, and analytics at no charge.","✓",null,null,"Molecular","Global"]
["Datasets","COVID-19 study","Coronaisrael","http://coronaisrael.org","Daily report on the spread of COVID-19 in Israel, based on one minute population-wide surveys, by the Weizmann Institute of Science",null,null,"✓","Societal"]
["Datasets",null,"CoV-AbDab: The Coronavirus Antibody Database","http://opig.stats.ox.ac.uk/webapps/covabdab/","Public database to document all published/patented binding antibodies and nanobodies to coronaviruses, including SARS-CoV2, SARS-CoV1, and MERS.","✓",null,null,"Molecular","Global"]
["Datasets","Imaging dataset","COVID-19 CT segmentation dataset","http://medicalsegmentation.com/COVID19/?fbclid=IwAR3renB2nuN2pNt0yRwrwExQfJfzvHbz16PwDbLCTv5N5fR1-m9o9kndomE","This is a dataset of 100 axial CT images from >40 patients with COVID-19 that were converted from openly accessible JPG images.",null,"✓",null,"Patient","Europe"]
["Datasets",null,"COVID-19 Data Repository for Africa","https://github.com/dsfsi/covid19africa/","The dataset includes patient demographics, date of diagnosis, location, symptoms, travel history, source of information and other necessary information. The location data is at the city, town or village level, and does not include household geographical coordinates so as to preserve individuals’ privacy. ",null,"✓",null,"Patient","Africa"]
["Datasets","disease registry","COVID-19 Dermatology Registry","https://www.aad.org/member/practice/coronavirus/registry","This survey is for all health care professionals taking care of (a) COVID-19 patients who develop dermatologic manifestations, or (b) dermatology patients with an existing condition who then develop COVID-19. ",null,"✓",null,"Patient","North America"]
["Datasets","disease registry","COVID-19 Global  Rheumatology Alliance","https://rheum-covid.org/","The Alliance brings together the global rheumatology community to collect, analyze and disseminate information about COVID-19 and rheumatology to patients, physicians and other relevant groups to improve the care of patients with rheumatic disease. European healthcare professionals are referred to the EULAR registry (adults & pediatric), otherwise data for adults need to be entered in the Global UCSF RedCap Survey or another global pediatric one ",null,"✓",null,"Patient","Global"]
["Datasets","disease registry","COVID-19 in liver disease reporting registry","https://www.covid-hep.net/","Universal and collaborative registry project to collect data on patients with liver disease at any stage or liver transplants who develop laboratory-confirmed COVID-19.",null,"✓",null,"Patient","Global"]
["Datasets","Dashboard","CovidLiveData","https://covidclinicaldata.org/, https://braid.health/www/covid","Open source COVID-19 dataset of clinical and imaging data. Braid Health is a digital health innovation company that develops AI-powered diagnostic tools for radiology, Carbon Health is a technology-enabled healthcare provider. ",null,"✓",null,"Patient","North America"]
["Datasets",null,"CTD Comparative Toxicogenomics Database","http://ctdbase.org/detail.go?type=disease&acc=MESH%3aC000657245","Publicly available database that aims to advance understanding about how environmental exposures affect human health. It provides manually curated information about chemical–gene/protein interactions, chemical–disease and gene–disease relationships. These data are integrated with functional and pathway data to aid in development of hypotheses about the mechanisms underlying environmentally influenced diseases. Additional ongoing projects involving manual curation of exposome data and chemical–phenotype relationships to help identify pre–disease biomarkers resulting from environmental exposures.","✓",null,null,"Molecular","Global"]
["Datasets","Dashboard","DELVE Global COVID-19 Dataset","https://rs-delve.github.io/data_software/global-dataset.html","This openly-licensed research-ready dataset consolidates country-level COVID-19 data from multiple sources. It contains cases, deaths, tests, non-pharmaceutical interventions, excess mortality, mobility statistics, weather patterns and other metadata for up to 170 countries.",null,null,"✓","Societal","Global"]
["Datasets",null,"GISAID EpiCov Database","https://www.gisaid.org/","GISAID data Submitters and Curators ensure real-time data sharing of hCoV-19 remains reliable, to enable rapid progress in the understanding of the new COVID-19 disease and in the research and development of candidate medical countermeasures.","✓",null,null,"Molecular","Global"]
["Datasets","Disease registry","Global Hidradenitis Suppurativa COVID-19 Registry","https://hscovid.ucsf.edu/",null,null,"✓",null,"Patient"]
["Datasets",null,"Google COVID-19 BigQuery Public Datasets program ","https://console.cloud.google.com/marketplace/product/bigquery-public-datasets/covid19-public-data-program?_ga=2.50412585.-1025946963.1593906652&pli=1","Repository of public datasets, like Johns Hopkins Center for Systems Science and Engineering (JHU CSSE), the Global Health Data from the World Bank, and OpenStreetMap data, free to access and query through Google COVID-19 Public Dataset Program. Researchers can also use BigQuery ML to train advanced machine learning models with this data right inside BigQuery at no additional cost (until 15/9/2020).  ",null,null,"✓","Societal","Global"]
["Datasets","Policy resource","HDX COVID-19 datasets","https://data.humdata.org/dataset","Datasets and visualizations from a wide variety of humanitarian partners",null,null,"✓","Societal","Africa"]
["Datasets",null,"HERO Registry","https://heroesresearch.org/","Focused on healthcare workers, the registry collects health information about relevant COVID-19 risk factors, medical encounters, and health status. Participants will be invited to clinical trials",null,"✓",null,"Patient","North America"]
["Datasets","Drug compound library","IBM Dataset","https://covid19-mol.mybluemix.net/","IBM have released a new dataset to help researchers generate potential new drug candidates for COVID-19. They have applied novel AI generative frameworks to three COVID-19 targets and have generated ~3000 molecules","✓",null,null,"Molecular","Global"]
["Datasets","Clinical dataset","intubateCOVID","https://www.intubatecovid.org/info","The Difficult Airway Society, in association with Guy’s and St Thomas’ NHS Foundation Trust, have therefore developed intubateCOVID to collect data on intubation episodes and details of any symptoms which develop in airway manages and assistants following COVID-19 airway management.",null,"✓",null,"Patient","Global"]
["Datasets",null,"IQVIA CARE (COVID-19 Active Research Experience) Project registry","https://www.helpstopcovid19.com/","The IQVIA CARE Project is an opt-in registry available to anyone – to advance understanding of COVID-19 through shared information about disease prevalence, symptom progression, and treatment outcomes. IQVIA will collect the following information from patients who choose to participate: basic demographic information, symptoms, and some medical history. Launched in April in the USA, it is now open to English and Spanish speakers in the USA, and English speakers in the UK (since end of June), with plans for further extension.",null,"✓",null,"Patient","Global"]
["Datasets","Dashboard","JHU CSSE COVID-19 data repository","https://github.com/CSSEGISandData/COVID-19","The data repository for the 2019 Novel Coronavirus Visual Dashboard operated by the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE). Also, Supported by ESRI Living Atlas Team and the Johns Hopkins University Applied Physics Lab (JHU APL).",null,null,null,null,"Global"]
["Datasets","Dashboard","Johns Hopkins Coronavirus Resource Center","https://coronavirus.jhu.edu/","The Johns Hopkins Coronavirus Resource Center (CRC) is a continuously updated source of COVID-19 data and expert guidance. It aggregates and analyzes the best data available on COVID-19—including cases, as well as testing, contact tracing and vaccine efforts—to help the public, policymakers and healthcare professionals worldwide respond to the pandemic.",null,"✓","✓","Societal\r\nPatient","North America"]
["Datasets",null,"LENS COVID-19 datasets","https://about.lens.org/covid-19/","The Lens has assembled free and open datasets of patent documents, scholarly research works metadata and biological sequences from patents, and deposited them in a machine-readable and explorable form.",null,null,null,null,"Global"]
["Datasets","Disease registry","MSIF Global Data Sharing Initiative","https://www.msif.org/covid-19-ms-global-data-sharing-initiative/","MSIF with its members and the MS Data Alliance launched a global data sharing initiative for COVID-19 and multiple sclerosis (MS) to achieve insights on the effect of the virus in people with MS, aiming to steer decision-making during the pandemic.",null,"✓",null,"Patient","Global"]
["Datasets","Clinical dataset","NHS COVID-19 Data Store","https://www.england.nhs.uk/contact-us/privacy-notice/how-we-use-your-information/covid-19-response/nhs-covid-19-data-store/","The secure NHS COVID-19 Data Store brings together and protects accurate, real-time information to inform strategic and operational decisions in response to the current pandemic in one place.",null,null,"✓","Societal","Europe"]
["Datasets","Clinical dataset","NWL COVID-19 Data Repository","https://imperialcollegehealthpartners.com/nwl-covid-data-access/north-west-london-covid-19-data-repository/","This North West London COVID-19 data repository is to be used as part of both operational and research related requests to access the De-identified data for Covid-19 related issues. Data access requests must be submitted via completion of the NWL Covid-19 Research Project Data Access Request Form and indicate which data environment below is relevant to the access request. This will then be considered by the COVID-19 NWL Data Prioritisation Group and a response issued within a week. Supported by the Discover-NOW Hub.",null,"✓",null,"Patient","Europe"]
["Datasets","Clinical dataset","Open COVID-19 Data Working Group dataset","https://github.com/beoutbreakprepared/nCoV2019, https://www.nature.com/articles/s41597-020-0448-0"," a dataset, containing international patient-level deidentified real-time data, released and curated by the Open COVID-19 Data Curation Group.",null,"✓",null,"Patient","Global"]
["Datasets","Clinical dataset","OpenData4COVID19","https://hira-covid19.net/","South Korea has released the world’s first de-identified COVID-19 nationwide patient data",null,"✓",null,"Patient","Asia"]
["Datasets","Clinical dataset","OpenSAFELY","https://www.opensafely.org/","UK Secure analytics platform for electronic health records in the NHS",null,"✓",null,"Patient","Europe"]
["Datasets","Disease registry","PAN-COVID (Pregnancy and Neonatal)","https://pan-covid.org/","Collection of clinical experience of COVID in pregnancy and the neonates to inform the global community about the natural history of the disease and guide improvements in clinical care and public health. ",null,"✓",null,"Patient","Europe"]
["Datasets","Disease registry","PIDTRAN USA Pediatric COVID-19 Registry","https://www.pids.org/news/764-usa-pediatric-covid-19-registry.html","The Pediatric Infectious Diseases Transplant Network (PIDTRAN) through its Coordinating Center at St. Jude Children's Research Hospital, in collaboration with Children's Hospital of Philadelphia, Seattle Children's and Chicago Children's Hospital have created a survey to capture epidemiologic and clinical information about ALL cases of pediatric COVID-19 infections in the United States.",null,"✓",null,"Patient","North America"]
["Datasets","Disease registry","PRIORITY Pregnancy Coronavirus Outcomes Registry","https://priority.ucsf.edu/"]
["Datasets","Disease registry","PsoProtect","https://psoprotect.org/","PsoProtect is an international registry for health care providers to report outcomes of COVID-19 in individuals with psoriasis.",null,"✓",null,"Patient","Global"]
["Datasets",null,"Public Coronavirus Twitter Dataset","https://github.com/echen102/COVID-19-TweetIDs","The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.",null,null,"✓","Societal","Global"]
["Datasets","Sequence data repository","RCSB PDB COVID-19/SARS-CoV-2 Resources","https://www.rcsb.org/news?year=2020&article=5e74d55d2d410731e9944f52&feature=true","SARS-CoV-2 PDB structures with ligands","✓",null,null,"Molecular"]
["Datasets","Clinical dataset","RKI COVID19","https://npgeo-corona-npgeo-de.hub.arcgis.com/datasets/dd4580c810204019a7b8eb3e0b329dd6_0/data","Cases data by the Robert Koch Institute.",null,"✓","✓","Patient\r\nSocietal","Europe"]
["Datasets",null,"Roche Data Science Coalition COVID-19 Database","https://www.rochecanada.com/en/r-d/partnering/data-science-coalition.html","Roche Data Science Coalition has developed a centralized location, housed by ThinkData Works’ Namara platform, for curated publicly available population datasets which will be gathered from sources across the globe.  The data collected through the Roche Data Science Coalition will be used to enhance COVID-19 research datasets focused on informing the management of the global COVID-19 pandemic and will provide the scientific and research community with a robust foundation for current and future COVID-19 patient-level data work. The Roche Data Science Coalition collaborators, as well as patients, clinicians, infectious disease specialists, epidemiologists and data scientists will use this data to accelerate research efforts, evaluate solutions and ensure knowledge mobilization globally. ",null,"✓",null,"Patient","Global"]
["Datasets","Disease registry","SECURE-AD registry","https://www.covidderm.org/login/?next=/insight/","Registry for patients with atopic dermatitis.",null,"✓",null,"Patient","Global"]
["Datasets","Disease registry","SECURE-Cirrhosis registry","https://covidcirrhosis.web.unc.edu/","A secure, online, de-identified Personal Health Identifier (PHI)-free reporting registry for patients with chronic liver disease and post-liver transplantation from North and South America, China/Japan/Korea.",null,"✓",null,"Patient","Global"]
["Datasets","Disease registry","SECURE-IBD database","https://covidibd.org/","Surveillance Epidemiology of Coronavirus Under Research Exclusion (SECURE-IBD) is an international, pediatric and adult database to monitor and report on outcomes of COVID-19 occurring in IBD patients. ",null,"✓",null,"Patient","Global"]
["Datasets","Disease registry","SECURE-SCD registry","https://covidsicklecell.org/","This registry is designed to capture pediatric and adult COVID-19 cases that are occurring across the world in patients living with sickle cell disease.",null,"✓",null,"Patient","Global"]
["Datasets",null,"Stanford University  COVDB Coronavirus Antiviral Research Database","https://covdb.stanford.edu/","The Database promotes uniform reporting of experimental results to facilitate comparisons between different candidate antiviral compounds, identifies gaps in coronavirus antiviral drug development, and provides an objective synthesis of published antiviral research. The Database contains data from in vitro experiments and animal model and clinical studies. It contains lookup explanatory tables for drugs, investigational compounds, molecular targets of therapy, virus strains, cell lines, animal models, and pharmacokinetic data. The drugs and investigational compounds are classified into 13 main compound classes based on their mechanism of action.","✓",null,null,"Molecular","North America"]
["Datasets","Disease registry","T1D Exchange: Surveillance of COVID-19 in Patients with Type 1 Diabetes","https://t1dexchange.org/covid19/","T1D Exchange is working with the clinics in its Quality Improvement Collaborative (QIC) and other clinics and partners around the country to gain a deeper understanding of how COVID-19  is affecting people with type 1 diabetes.",null,"✓",null,"Patient","North America"]
["Datasets","Disease registry","TIF Reporting of COVID-19 in haemoglobin disorders","https://www.surveymonkey.com/r/F7QLNRJ","Thalassemia International Federation is putting together a registry to collect clinical outcome data on thalassaemia patients who have been infected with the SARS-CoV-2 virus aiming to identify factors which may contribute to either good or poor outcomes.",null,"✓",null,"Patient","Global"]
["Datasets","Imaging dataset","University of Montreal COVID-19 Image Data Collection","https://github.com/ieee8023/covid-chestxray-dataset","Public open dataset of chest X-ray and CT images of patients which are suspected positive for COVID-19 or other viral and bacterial pneumonias. To be used  to develop deep learning based models that can identify COVID-19 characteristic pneumonia.",null,"✓",null,"Patient","Global"]
["Datasets","Patient-level platform","WHO Global COVID-19 Clinical Data Platform","https://www.who.int/teams/health-care-readiness-clinical-unit/covid-19/data-platform","The platform is a secure, limited-access, password-protected platform hosted on OpenClinica for clinical characterization and management of hospitalized patients with suspected or confirmed COVID-19. To harmonize data collection across diverse global settings, WHO has developed a standard CRF. ",null,"✓",null,"Patient"]
["Funding",null,"ACT (Access to COVID-19 Tools) Accelerator","https://www.who.int/initiatives/act-accelerator/","A global collaboration to accelerate the development, production and equitable access to new COVID-19 diagnostics, therapeutics and vaccines.","✓","✓","✓","Molecular\r\nSocietal\r\nPatient","Global"]
["Funding",null,"ACTIV Accelerating COVID-19 Therapeutic Interventions and Vaccines","https://www.nih.gov/research-training/medical-research-initiatives/activ","Public-private partnership to develop a coordinated research strategy for prioritizing and speeding development of the most promising treatments and vaccines. Highlighted on STAT: https://www.statnews.com/2020/07/23/nih-to-start-flurry-of-large-studies-of-potential-covid-19-treatments/?utm_source=STAT+Newsletters&utm_campaign=72919c15b7-MR_COPY_01&utm_medium=email&utm_term=0_8cab1d7961-72919c15b7-151633685","✓","✓",null,"Molecular\r\nPatient","North America"]
["Funding",null,"EDCTP COVID-19 Emergency Funding","https://www.edctp.org/news/edctp-covid-19-emergency-funding-twenty-research-projects/","EDCTP is providing emergency funding for 20 projects  conducted by 20 consortia, 12 of which are coordinated by entities based in sub-Saharan Africa.",null,"✓","✓","Societal\r\nPatient"]
["Funding",null,"GECO Global Effort on COVID-19 Health Research ","https://www.nihr.ac.uk/documents/global-effort-on-covid-19-geco-health-research-call-specification/24832","Global Effort on COVID-19 (GECO) Health Research is a new cross UK government funding call aiming to support applied health research that will address COVID-19 knowledge gaps.  The focus is on understanding the pandemic and mitigating its health impacts in low and middle-income countries (LMIC) contexts. The call prioritises epidemiology, clinical management, infection control and health system responses.",null,null,"✓","Societal"]
[null,null,"Apple COVID-19","https://apps.apple.com/us/app/apple-covid-19/id1504132184","Apple  has updated its own COVID-19 iOS app and website with new features to allow users to anonymously share info, including their age, number of existing health conditions, symptoms, potential exposure risks and the state in which they’re located.",null,"✓","✓","Societal\r\nPatient","Global"]
[null,"Imaging dataset","Butterfly Network Data Library","https://www.butterflynetwork.com/covid-19","Butterfly Network focuses on producing handheld ultrasound scanners that can be connected to tablets or smartphones - especially useful for introduction in parts of Africa and Latin America. They have been collecting a lung image library for COVID-19.",null,"✓",null,"Patient","Global"]
[null,"Imaging dataset","CAD4COVID","https://www.delft.care/cad4covid/","CAD4COVID has been developed by Delft Imaging with the intention to support triaging in resource-constrained settings and high-prevalence areas. It has become available in the week of March 30th and its use will be free-of-charge. It uses artificial intelligence on chest X-rays and is based on the succcessful use of CAD4TB for tubercolosis detection.",null,"✓",null,"Patient","Africa"]
[null,null,"CHIME","https://penn-chime.phl.io/"," A tool developed by Predictive Healthcare at Penn Medicine to assist hospitals and public health officials with hospital capacity planning.  CHIME is a modified SIR model of outbreak progression that is limited to short term forecasting. ",null,null,"✓","Societal"]
[null,"COVID-19 study","Coronagenes","https://www.ed.ac.uk/coronagenes","Study asking people who have used DNA testing services (such as Ancestry DNA), estimated as more than 30 millions worldwide, to upload their DNA data and complete online questionnaires about their health, lifestyle and any symptoms.",null,"✓",null,"Patient","Global"]
[null,"Literature","Coronavirus Tech Handbook","https://coronavirustechhandbook.com/","Crowd-sourced library for technologists, civic organisations, public and private institutions, researchers, and specialists of all kinds working on responses to the pandemic."]
[null,"COVID-19 study","Cough against COVID","https://www.coughagainstcovid.org/","Project to build an AI-powered cough analysis technology that could potentially help in the early diagnosis of COVID-19. This starts from building a large dataset of cough sounds from COVID-19 positive patients as well as those who have matching symptoms. The anonymised dataset will be open access and available to the research community.",null,"✓",null,"Patient","Global"]
[null,"Dashboard","COVID Near You","https://covidnearyou.org/","The COVID Near You website was developed in response to the recent COVID-19 pandemic. COVID Near You analyzes thousands of crowdsourced reports to generate local and national maps of COVID-like-illness. It relies on the general public to participate and report if they or their family members are sick or healthy. Those who are feeling sick are asked to describe their symptoms, recent travel history, and if they have been in contact with someone diagnosed with COVID-19. This platform arms public health officials and researchers with real-time, anonymous information.",null,"✓","✓","Societal\r\nPatient","North America"]
[null,"COVID-19 study","COVID Tracking Project","https://covidtracking.com/","Every day, volunteers compile the latest numbers on tests, cases, hospitalizations, and patient outcomes from every US state and territory. They have partnered with the Boston University Center for Antiracist Research to collect the most complete racial data anywhere in the COVID Racial Data Tracker.",null,null,"✓","Societal","North America"]
[null,"National portal","COVID-19 Colombia Project Novel Coronavirus Data Repository","https://coviddataproject.com/proposes/novel-coronavirus","The COVID-19 Colombia Project collects and publishes a series of data files with cumulative counts of coronavirus cases. The databases designed can be used to power any dashboard and serve in reporting tracking the virus for Colombia departments, municipalities, and cities.",null,null,"✓","Societal","Latin America"]
[null,"Clinical dataset","COVID-19 Data in Harvard Dataverse","https://dataverse.harvard.edu/dataverse/covid19","Dataverse is an open-source software with a growing, active community; Harvard Dataverse is one of the 56 Dataverse repositories world-wide; 50 COVID-19 datasets with 2,043 data files deposited since February 7; Total of 48,471 downloads by April 23; Include datasets on: COVID-19 statistics, social science studies to evaluate the effectiveness of government measures, survey data, Twitter data, gubernatorial responses, replication data for preprints",null,null,"✓","Societal"]
[null,"National portal","COVID-19 Data Protal Sweden","http://covid19dataportal.se","Swedish national node of the COVID-19 data porta","✓","✓"]
[null,null,"COVID-19 Disease Map","https://covid.pages.uni.lu/","a platform for visual exploration and computational analyses of molecular processes involved in SARS-CoV-2 entry, replication, and host-pathogen interactions, as well as immune response, host cell recovery and repair mechanisms. ","✓",null,null,"Molecular"]
[null,"Literature","COVID-19 Healthcare Coalition Resource Library","https://c19hcc.org/resource-library","A very extensive resource library, from dashboards, to datasets, research, tools and more.","✓","✓","✓","Molecular\r\nPatient\r\nSocietal"]
[null,"Cohort / biobank","COVID-19 Quebec Biobank","https://www.mcgillgenomecentre.ca/covid-19-research/quebec-covid-19-biobank/","This provincial infrastructure’s main objective is to make the samples and data needed by Quebec researchers in their work on COVID-19 available to them, within a strict ethical and legal framework. In addition, the Biobank will serve to catalyze and facilitate the coordination of research on COVID-19 being conducted in Quebec, in Canada, and around the world. It will support research efforts to discover new biomarkers of the disease, track its evolution, and develop drugs and vaccines. It will also foster the development of new technologies for analyzing large databases.",null,"✓",null,"Patient","North America"]
[null,"Policy resource","COVID-19 Statistics and Research - Our World in Data","https://ourworldindata.org/coronavirus","Presenting best available data to help inform relevant governments and public health organisations."]
[null,"COVID-19 study","COVID-19 Symptom Tracker","https://covid.joinzoe.com/","The COVID-19 Symptom Study app has been developed by health science company ZOE and it is endorsed by the Welsh Government, NHS Wales, the Scottish Government and NHS Scotland. 4,055,440 participants (as of 31/07/2020) have downloaded the app and are using it to regularly report on their health, making it the largest public science project of its kind anywhere in the world. App data is being analysed in collaboration with King's College London researchers.",null,"✓","✓","Societal\r\nPatient","Global"]
[null,"Imaging dataset","COVID-19: Casistica Radiologica Italiana","https://www.sirm.org/category/senza-categoria/covid-19/","Radiology data (X-rays and demographics)..",null,"✓",null,"Patient","Europe"]
[null,"COVID-19 study","covidaware.me","https://covidaware.me/","GA4GH Driver Project the Monarch Initiative has partnered with Pryzm Health to develop Covidaware.me—an online platform for individuals to anonymously share COVID-19 and flu-like symptoms and track their progression over time. The information is converted into a machine-readable format, allowing individuals to compare their information to others, or to download their information using an open format called a Phenopacket—a GA4GH standard for sharing phenotypic information.",null,"✓",null,"Patient","Global"]
[null,"Imaging dataset","COVID-CT dataset","https://github.com/UCSD-AI4H/COVID-CT","A CT scan dataset about COVID-19 (349 images from 216 patients).",null,"✓",null,"Patient","Global"]
[null,"COVID-19 study","COVIDENCE study","https://www.qmul.ac.uk/covidence/","This national study is being carried out by a team of doctors, scientists, public health specialists and health economists to advance understanding of risk factors for coronavirus disease among UK adults, establish long-consequence impact of the illness.",null,"✓",null,"Patient","Europe"]
[null,"National portal","Croatian Open Data Portal on COVID-19","http://data.gov.hr/dataset/koronavirus","The open (machine-readable) data on the website koronavirus.hr is collected and submitted by the Croatian Institute of Public Health and the Ministry of Health of the Republic of Croatia with the aim of informing the public about the epidemic of the new coronavirus in the Republic of Croatia.",null,null,"✓","Societal","Europe"]
[null,"Dashboard","CSIS Southeast Asia COVID-19 Tracker","https://www.csis.org/programs/southeast-asia-program/southeast-asia-covid-19-tracker-0","The Center for Strategic and International Studies (CSIS) is a bipartisan, nonprofit policy research organization dedicated to advancing practical ideas to address the world’s greatest challenges.",null,null,"✓","Societal","Asia"]
[null,"Disease registry","Cure HIV-COVID Reporting Database","https://hivcovid.org/","Coronavirus Under Research Exclusion (CURE HIV-COVID) is an adult database to monitor and report on outcomes of COVID-19 occurring in HIV patients.",null,"✓",null,"Patient","North America"]
[null,"Clinical dataset","DECOVID ","https://www.decovid.org/","An emerging research collaboration between The Alan Turing Institute, NHS Trusts, HDR UK and other academic partners. This collaboration aims to use near real-time health data as the Covid-19 pandemic unfolds to allow researchers and clinicians to identify factors and generate insights that can lead to more effective clinical treatment strategies. DECOVID will be affiliated to PIONEER - the Health Data Research Hub for Acute Care. ",null,"✓",null,"Patient","Europe"]
[null,"COVID-19 study","DETECT Health Study","https://detectstudy.org/","Scripps Research has designed DETECT (Digital Engagement & Tracking for Early Control & Treatment), a study that will monitor the heart rate through wearables and allow patients to record symptoms like fever or coughing.",null,"✓",null,"Patient","North America"]
[null,null,"DHIS2 COVID-19 Package","https://www.dhis2.org/covid-19","DHIS2 is an open source, web-based health management information system (HMIS) platform, in use by 67 low and middle-income countries. DHIS2 has released a digital data package to accelerate case detection, situation reporting, active surveillance and response for COVID-19. The package is inspired by the Ministry of Health Sri Lanka’s pioneering design of DHIS2 tracker for COVID-19 case detection and draws on years of collaboration with the World Health Organisation (WHO) to develop information system standards for case-based disease surveillance. The COVID-19 digital data package includes standard metadata aligned with the WHO’s technical guidance on COVID-19 surveillance and case definitions and implementation guidance to enable rapid deployment in countries. DHIS2 is currently being used for COVID-19 Surveillance in countries around the world. ",null,null,"✓","Societal"]
[null,"Imaging dataset","DIAMOND coronavirus dataset","https://www.diamond.ac.uk/covid-19/for-scientists/Main-protease-structure-and-XChem.html","Diamond has been able to solve a new structure of the SARS-CoV-2 main protease (MPro) at high resolution (PDB ID: 6YB7), and complete a large XChem crystallographic fragment screen against it.","✓",null,null,"Molecular","Global"]
[null,"Sequence data repository","DNAStack Beacon","https://covid-19.dnastack.com/","Researchers can use the new Beacon to discover sequences with specific genetic mutations and map their geographic and evolutionary origins. The platform integrates derivative data from genetic sequencing libraries such as GISAID and links to Nextstrain pathogen evolution visualizations.","✓",null,null,"Molecular"]
[null,"National portal","DS4C Data Science for COVID-19 in South Korea","https://www.kaggle.com/kimjihoo/coronavirusdataset","Structured dataset based on the report materials of KCDC (Korea Centers for Disease Control & Prevention) and local governments.",null,null,"✓","Societal","Asia"]
[null,"Policy resource","Emergent Alliance","https://emergentalliance.org/","A not-for-profit community which exists to better inform the future economic decision making of corporations, small businesses and nation states. Drawing on a diverse collaboration of corporates, individuals, NGOs and Governments, the Alliance will contribute expertise, data, and resources to inform decision making on regional and global economic challenges to aid societal recovery post Covid-19.",null,null,null,null,"Global"]
[null,"Clinical academic society","END-COVID","https://www.ersnet.org/research/end-covid---european-respiratory-network-for-data-sharing-in-covid19-","European Respiratory Netowrk for data sharing in COVID-19 by the European Respiratory Society",null,null,null,null,"Europe"]
[null,"Dashboard","European Centre for Disease Control COVID-19 data","https://data.europa.eu/euodp/en/data/dataset/covid-19-coronavirus-data, https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide","The dataset contains the latest available public data on COVID-19 including a daily situation update, the epidemiological curve and the global geographical distribution (EU/EEA and the UK, worldwide). Dashboard available at: https://www.ecdc.europa.eu/en/covid-19-pandemic",null,null,"✓","Societal","Global"]
[null,"Clinical academic society","Forum of International respiratory societies","https://www.firsnet.org/","Includes links to COVID-19 resources from international respiratory societies",null,null,null,null,"Global"]
[null,"National portal","Ghana COVID-19 Monitoring Dashboard","https://statsghana.maps.arcgis.com/apps/opsdashboard/index.html#/a22ebfb6d9cb47ff9ce87619d53f68e5",null,null,null,"✓","Societal","Africa"]
[null,"Dashboard","HealthMap ","https://healthmap.org/covid-19/","An online map that is tracking the outbreak in real time.",null,null,"✓","Societal","Global"]
[null,"National portal","Indonesia COVID-19 Data Tracker","https://data.kemkes.go.id/covid19/index.html",null,null,null,"✓","Societal","Asia"]
[null,null,"Kinsa HealthWeather","https://healthweather.us/?date=2020-08-17&mode=RtAtypical&regionId=US","HealthWeather™ is a visualization of seasonal illness linked to fever – specifically influenza-like illness. The aggregate, anonymized data visualized is a product of Kinsa’s network of Smart Thermometers and accompanying mobile applications, and Kinsa is providing the map and associated charts as a public service.",null,null,"✓","Societal","North America"]
[null,"COVID-19 study","LEOSS Lean European Open Survey for SARS-CoV-2 Infected Patients","https://leoss.net/","Mandated by the ESCMID Emerging Infections Task Force (EITaF) and supported by the German Infectious Disease Society, the Lean European Open Survey on SARS-CoV‑2 (LEOSS) project is a prospective European multi-center cohort study, to get more in-depth knowledge about the epidemiology and clinical course of patients infected with SARS-CoV‑2. The goal is to establish a quick and simple register that allows anonymous documentation of patients. This data can be used to identify independent predictors of outcome in patients with diagnosed infection by SARS-CoV‑2.",null,"✓",null,"Patient","Global"]
[null,"Literature","LitCOVID","https://www.ncbi.nlm.nih.gov/research/coronavirus/","LitCovid is a curated literature hub for tracking up-to-date scientific information about the 2019 novel Coronavirus. It is the most comprehensive resource on the subject, providing a central access to 28433 (and growing) relevant articles in PubMed. The articles are updated daily and are further categorized by different research topics and geographic locations for improved access.",null,null,null,null,"Global"]
[null,"COVID-19 study","Mbale COVID-19 Open Cohort Study","https://www.mcri.ac.ug/covid.html","A voluntary online study available in English-language. Some unique features of this study include: real-time access to incoming data that can be analysed to inform the situation on the ground as the study is ongoing. It will also provide feedback for participants who may require self-quarantine or report to a health facility for further checks.",null,"✓",null,"Patient","Africa"]
[null,"Cohort / biobank","N3C National COVID Cohort Collaborative","https://covid.cd2h.org/N3C","The National COVID Cohort Collaborative (N3C) is a collaboration among the NCATS-supported Clinical and Translational Science Awards (CTSA) Program hubs, the National Center for Data to Health (CD2H), distributed clinical data networks (PCORnet, OHDSI, ACT/i2b2, TriNetX), and other partner organizations, with overall stewardship by NIH’s National Center for Advancing Translational Sciences (NCATS). The N3C aims to improve the efficiency and accessibility of analyses with COVID-19 clinical data, expand our ability to analyze and understand COVID, and demonstrate a novel approach for collaborative pandemic data sharing.",null,null,"✓","Societal","North America"]
[null,"National portal","National observatinoal COVID-19 data portal","https://www.health-ri.nl/news/new-health-data-portal-will-support-covid-19-research","ZonMw has commissioned Health-RI and the GO FAIR foundation to develop a data portal to help researchers find and reuse COVID-19 related observational data from Dutch health care providers",null,"✓",null,"Patient","Europe"]
[null,"Sequence data repository","Nextstrain","https://nextstrain.org/","nextstrain.org aims to provide a real-time snapshot of evolving pathogen populations and to provide interactive data visualizations to virologists, epidemiologists, public health officials, and community scientists. Through interactive data visualizations, it aims to allow exploration of continually up-to-date datasets, providing a novel surveillance tool to the scientific and public health communities.","✓",null,null,"Molecular"]
[null,"Dashboard","NY Times COVID-19 data","https://github.com/nytimes/covid-19-data","An ongoing repository of data on coronavirus cases and deaths in the U.S.",null,null,"✓","Societal","North America"]
[null,"Dashboard","OECD country policy tracker","https://www.oecd.org/coronavirus/country-policy-tracker/","Provides information about the resopnse to COVID-19 at a coutnry level",null,null,"✓","Societal","Global"]
[null,"National portal","ONE Africa COVID-19 Tracker","https://www.one.org/africa/about/policy-analysis/covid-19-tracker/","The ONE Africa COVID-19 Tracker was created  so that information on the health, economic, and social impacts of the virus on African countries is easily accessible, all in one place. The Tracker includes a wide range of data to help the world better understand where resource gaps exist, how the economies of African countries are being impacted, and how societies and the individuals living within them are affected.",null,null,"✓","Societal","Africa"]
[null,"Literature","OpenAIRE COVID-19 Gateway","https://www.openaire.eu/openaire-covid-19-gateway","The OpenAIRE COVID-19 Gateway aims to aggregate COVID-19 records (publications-data-software-other research outcomes), link them together and provide a single access point for their discovery and navigation. All COVID-19 related research results are linked to people, organizations and projects, later on with services and facilities, providing a good overview and cross-disciplinary navigation of the related research eco-system.",null,null,null,null,"Europe"]
[null,"COVID-19 study","PHOSP-COVID study (Post Hospitalisation)","https://www.phosp.org/about/","PHOSP-COVID has been set up and funded as a long term research study to recruit 10,000 patients who have been hospitalised with COVID-19. Over the course of a year, clinical assessments will track patients to gain a comprehensive picture of the impact COVID-19 has had on longer term health outcomes across the UK. The PHOSP-COVID team will then develop trials of new strategies for clinical care, including personalised treatments for groups of patients based on the particular disease characteristics they show as a result of having COVID-19 to improve their long term health.",null,"✓",null,"Patient","Europe"]
[null,"Policy resource","PoliMap COVID-19","https://polimap.org/","PoliMap provides a simple visualization tool to compare countries and policy responses across four core domains: 1) Interventions to reduce viral transmission; 2) Interventions to increase the health systems’ capacity ; 3) Interventions to mitigate the negative consequences of the pandemic and the interventions; 4) Governance interventions to delegate power, resources, information sharing and accountability",null,null,"✓","Societal","Global"]
[null,"Policy resource","REACH","https://www.reach-initiative.org/what-we-do/news/updates-on-ongoing-research-and-activities-linked-to-covid-19-pandemic/","Reach is collecting collecting vital information on the impact of the Coronavirus & the situation of affected populations in the 20+ countries it operates in, including Bangladesh, the Democratic Republic of the Congo, Libya, Mali, Nigeria, South Sudan, Syria, Ukraine, Yemen, and more.",null,null,"✓","Societal","Africa"]
[null,"Clinical dataset","RESPIRE / BREATH HUB (Global Health Research Unit on Respiratory Health) COVID-19 projects","https://www.ed.ac.uk/usher/respire/news/2020/new-projects-covid-19-launched","Focused on Asia countries. COVID-19 detection from chest X-rays using deep learning is one of the COVID-related projects (based in Pakistan).",null,"✓","✓","Societal\r\nPatient","Asia"]
[null,"National portal","Risorse dati su COVID-19","https://dati-covid.italia.it/","Single space for open data on the Italian situation for the Covid-19 emergency. Includes epidemiological data, clinical trials, drugs.","✓","✓",null,"Molecular\r\nPatient","Europe"]
[null,"COVID-19 study","R-TRC Support for COVID-19 Studies","https://www.nihr.ac.uk/partners-and-industry/industry/collaborate-with-us/respiratory-trc.htm","The R-TRC welcomes requests and proposals for early phase studies for adoption by the R-TRC. The R-TRC will support the design and development of adopted/selected studies for subsequent submission to the national prioritisation portal.",null,"✓",null,"Patient"]
[null,"National portal","Sierra Leone COVID-19 Live Update","https://salone-covid19.website/",null,null,null,"✓","Societal","Africa"]
[null,null,"TRANSVAC services to COVID-19 vaccine developers","https://eatris.eu/insights/services-covid-19-vaccine-developers-transvac/","Researchers developing vaccine candidates against COVID19 can also benefit from TRANSVAC2 services, namely but not exclusively: animal models, adjuvant formulation, clinical trial support, regulatory support.",null,"✓",null,"Patient"]
[null,null,"TU Wien OSSDIP data infrastructure and Processes","http://www.ifs.tuwien.ac.at/~andi/secure_data_infrastructure.html","TU Wien within a timeframe of two weeks set up a high-security data infrastructure and according processes to allow data owners to provide highly selective access (data visiting) to specific (fine-granular or aggregated, fingerprinted) subsets of data for identified individualsfor limited periods of time to answer precisely defined questions accepted by the data owner. It allows data not sharable via existing COVID19 data portals to be used for analysis by enabling data owners to make their data visitable and usable in a fully controlled manner. It is thus meant to complement existing Open Data portals and support access to sensitive and not openly sharable data. ",null,"✓",null,"Patient"]
[null,"Cohort / biobank","UK Biobank COVID-19 Hub","https://www.ukbiobank.ac.uk/2020/06/covid-19-hub/","Crucial new data (GP; hospital inpatient; death; critical care) on the health of 500,000 UK Biobank participants are being made available to scientists tackling the COVID-19 emergency. UK Biobank has also started an antibody study.",null,"✓",null,"Patient","Global"]
[null,"Clinical academic society","WHO GARD","https://gard-breathefreely.org/","Global Alliance Against Respiratory Diseases",null,null,null,null,"Global"]
["Data Platform",null,"European Open Science Cloud (EOSC)","EOSC-Life Strategic plan for the development of a COVID-19 repository including specification of technical requirements, policies and procedures - v2 | Zenodo","Proposal for the development of a COVID-19 repository as part of the European Open Science Cloud",null,null,null,null,"Europe"]

{"sheet":"Note on methodology","index":2,"n_rows":0,"n_cols":0,"rows_kept":0,"cut":false,"hidden":false,"merged":[]}

{"sheet":"Sheet1","index":3,"n_rows":20,"n_cols":7,"rows_kept":20,"cut":false,"hidden":false,"merged":[]}
["RESOURCES"]
[]
["Data Scale",null,"Category",null,"Type of Initiative",null,"Geography"]
[]
["Molecular",null,"Data Platform",null,"Drug compound library",null,"Global"]
["Societal",null,"Data Finder",null,"Sequence data repository",null,"North America"]
["Patient",null,"Datasets",null,"Patient-level platform",null,"Europe"]
[null,null,"COVID-19 Initiatives",null,"National portal",null,"Asia"]
[null,null,"Data Science Initiatives",null,"Dashboard",null,"Africa"]
[null,null,"Data Sharing Policy",null,"Trial registry",null,"Latin America"]
[null,null,"Funding",null,"Trial tracker"]
[null,null,null,null,"Disease registry"]
[null,null,null,null,"Cohort / biobank"]
[null,null,null,null,"COVID-19 study"]
[null,null,null,null,"Imaging dataset"]
[null,null,null,null,"Clinical dataset"]
[null,null,null,null,"Clinical academic society"]
[null,null,null,null,"Policy resource"]
[null,null,null,null,"Literature"]
[null,null,null,null,"Funding"]