List of Hubs
Current Hubs
The hubs listed below are all active and have open source data available and ready to analyze in hubverse format.
Do you have a hub, but it’s not listed? Tell us about your hub!
US Centers for Disease Control
FluSight Forecast Hub
This project collects forecasts for weekly new hospitalizations due to confirmed influenza.
Licensed under the MIT License
Contact: FluSight Forecast Hub
COVID-19 Forecast Hub
A repository run by the US CDC to collect forecasts of weekly incident COVID-19 hospital admissions.
Licensed under the Apache License 2.0
Contact: COVID-19 Forecast Hub
Scenario Modeling Hub Coordination Team
COVID-19 Scenario Modeling Hub
The COVID-19 Scenario Modeling Hub aims to examine the impact of changes in behavior and control, new variants, and vaccination over a 3-month to 2-year time period, depending on the round.
Licensed under the MIT License
Flu Scenario Modeling Hub
The Flu Scenario Modeling Hub aims to anticipate the impact of changes in vaccination coverage and effectiveness, prior population immunity, and dominant subtypes over the course of each influenza season.
Licensed under the MIT License
RSV Scenario Modeling Hub
The RSV Scenario Modeling Hub aims to project the impacts of new vaccines and monoclonal antibodies over the course of each RSV season.
Licensed under the MIT License
COVID-19 Scenario Modeling Hub - Research
The COVID-19 Research Scenario Modeling Hub intended to encourage modeling to address specific COVID-19 research questions. Specific focus areas in the pipeline include revisiting whether we could have projected the heterogeneities observed during early stages of the pandemic and whether better modeling may have been able to inform action to reduce these heterogeneities. Additional research topics may follow.
Licensed under the MIT License
epiENGAGE
Variant Nowcast Hub
A repository to store COVID-19 variant nowcasts collected as a modeling hub.
Licensed under the MIT License
Contact: Nick Reich
Flu Metrocast Hub
The Flu MetroCast Hub is a modeling hub with the goal of collecting city- and county-level forecasts of influenza activity. The hub is led by the epiENGAGE team from UT-Austin and UMass-Amherst, as a part of the CDC Insight Net program.
Licensed under the MIT License
Contact: Dongah Kim
AI4Casting (U of Guelph)
Hosptitalization Forecast Hub
Public Health Ontario’s Ontario Respiratory Virus Tool Data monitors the capacity of hospitals, helping policymakers and health professionals gauge the burden of disease on the healthcare system. It tracks real-time bed utilization, enabling effective planning for resource allocation, particularly during times of heightened disease outbreaks.
Licensed under the MIT License
Contact: Siddhesh Suresh Kadam
RVDSS Forecast Hub
RVDSS is a national surveillance system that collects and reports data on the detection of respiratory viruses, including RSV (Respiratory Syncytial Virus), SARS-CoV-2 (COVID-19), and Influenza. Through laboratory-confirmed positive tests, the system helps track the spread of these viruses, offering essential data to support public health measures, pandemic preparedness, and disease control.
Licensed under the MIT License
Contact: Siddhesh Suresh Kadam
European Centre for Disease Prevention and Control (ECDC)
RespiCast Syndromic Indicators
The European Syndromic Indicators Forecasting Hub collates weekly forecasts on Influenza-Like-Illness (ILI) and Acute Respiratory Infection (ARI) incidence in EU/EEA countries.
Contact: European Centre for Disease Prevention and Control (ECDC)
European Covid-19 Forecasting Hub
The European Covid-19 Forecasting Hub collates weekly forecasts on Covid-19 Hospital Admissions in EU/EEA countries.
Contact: European Centre for Disease Prevention and Control (ECDC)
RespiCompass - ECDC’s Respiratory Diseases Scenario Hub
RespiCompass is a platform dedicated to hosting and sharing scenario modelling results for respiratory pathogens. This initiative is funded and led by the European Centre for Disease Prevention and Control (ECDC). RespiCompass develops and applies multi-model analyses through international modelling collaboration.
Contact: European Centre for Disease Prevention and Control (ECDC)
California Department of Public Health
West Nile Virus Forecasting Hub
This is an open (by request) forecasting challenge to predict monthly West Nile virus (WNV) total disease cases in select California counties in 2024 in the months of May through December. This is the first iteration of a California county-specific Forecasting Challenge.
Licensed under the CC-BY 4.0 license
Contact: West Nile Virus Forecasting Hub
Johns Hopkins University Infectious Disease Dynamics Group
US RSV Forecast Hub
This repository is designed to collect forecast data for the 2024-2025 RSV Forecast Hub run by Johns Hopkins University Infectious Disease Dynamics Group. This project collects forecasts for weekly new hospitalizations due to confirmed RSV.
Licensed under the MIT License
Contact: Shaun Truelove
Atlantic Coast Center for Infectious Disease Dynamics and Analytics
NC DHHS / ACCIDDA Forecasting Collaboration
Flu Forecasts for NC DHHS. Two models (influpaint + a mechanistic dual strain model). Similar than Flusight but using state health data for Flu, COVID-19 and RSV as targets instead. We run a lean hubverse structure, where most of our repository is hubverse compliant but not all. It allows us to leverage the amazing hubverse tools which have been instrumental in this collaboration.
Contact: Sara Loo
Contact: Matthew Mietchen
- NC DHHS / ACCIDDA Forecasting Collaboration
- NC DHHS / ACCIDDA Forecasting Collaboration Insights
Archival Hubs
The hubverse
Archival FluSight hub (2015–2019)
original FluSight Forecast submissions (https://github.com/cdcepi/FluSight-forecasts), reformatted to align with the hubverse format.
Licensed under the MIT License
Contact: Luke Mullany