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Fig 1.

Ordered steps of the present study.

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Fig 2.

Location of the study area.

Sources: Brazilian Institute of Geography and Statistics (IBGE) 2021, and software ArcGIS 10.4.1.

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Fig 2 Expand

Table 1.

Descriptive statistics of census indicators.

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Table 1 Expand

Table 2.

Description of essential services and their spatial density.

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Table 2 Expand

Fig 3.

Evolution of daily COVID-19 cases in Recife from March 12th to July 8th, 2020.

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Fig 4.

Spatial distribution of cumulative reported COVID-19 cases in Recife at the neighbourhood-level.

Sources: Brazilian Institute of Geography and Statistics (IBGE) 2021, and software ArcGIS 10.4.1.

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Fig 5.

Spatial distribution of case-fatality in Recife as a result of cluster analysis.

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Table 3.

The performance of OLS models over time using combined datasets of determinants.

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Table 3 Expand

Fig 6.

Performance of local R2 across the neighborhoods of Recife city.

Sources: Brazilian Institute of Geography and Statistics (IBGE) 2021, and software ArcGIS 10.4.1.

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Fig 6 Expand

Fig 7.

Effects of determinants on prediction of COVID-19 cases according to their coefficients in GWR regression.

Sources: Brazilian Institute of Geography and Statistics (IBGE) 2021, and software ArcGIS 10.4.1.

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Fig 7 Expand