Methods and Tools

A list of methods and tools are being collected for analyzing COVID-19 data, a cloud platform is being setup with open access to serve your research needs on COVID-19.

Please fill out the form if the tool you need is not on the list below.

Modular CapabilitiesExample AI algorithmsAnalytical ObjectiveExampleCode
Policy analysisImpact of international travel and border control measures on the global spread of the novel 2019 Coronavirus outbreak (Wells et al., 2020)Evaluate the impact of policy to the spread of COVID-19democode
Environmental factor analysisEstablish the role of absolute humidity on transmission rates of the COVID-19 outbreakEstimate the role of environmental factors on transmission of COVID-19demo 
Disease spread patternsSpatial and temporal clustering algorithm (DB-SCAN and ST-DBSCAN) Spatiotemporal event detection and tracking (Yu et al., 2017, 2018)Detect the COVID-19 confirmed, recovered and dead cases hotspot considering spatial and temporal features to learn disease transmission patterndemo
Sentiment analysis LSA, CNN, Topic modelMonitor public sentiment from tweets for disease surveillance