Score plots of municipalities to visualize separation between clusters in functional PC1-PC2 (A) and PC1-PC3 (B).
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posted on 2024-02-01, 18:39 authored by Manuel Ribeiro, Leonardo Azevedo, André Peralta Santos, Pedro Pinto Leite, Maria João PereiraEach plot shows the scores of municipalities belonging to one cluster in a different colour (same colour scheme as presented in Figs 8–10) and the scores of the municipalities belonging to the other clusters in grey colour.
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unsupervised learning algorithmsresults provide proofpublic health authoritiesmitigation policies efficacyhierarchical clustering adaptedfindings reveal disparitiesextract meaningful informationexploratory statistical toolclassify patterns underlyingunderstand spatiotemporal patternspandemic 8217novel approach expandsmain temporal patternsmain spatiotemporal patterns2021 82112020 8211understanding spatiotemporal patternsconfirmed daily covidcoastal municipalities versusfunctional data analysisspatiotemporal analysistemporal evolutionspatiotemporal similaritiesscientific understandingproposed approachaugust 20202021 period2 pandemicspatiotemporal dynamicsxlink ">would allowwinter seasonsvariability usingtimeframe spanningseriously constrainspotential benefitsmarch 2022incidence ratesimproved assessmentdisease incidenceconsidering datacomprehensive approachesclassified according2022 autumn19 incidence19 cases
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