Data preprocessing

Transform line-list data into a model-compatible format

ts_format()

Format line list data into time series

Data archival

Archive any relevant data for filesystem-level caching, or for keeping track of backfilled syndromic/case/mortality data.

storeRDS()

Store an R object into the file cache

retrieveRDS()

Retrieve an RDS modified nearest to a specific date

retrievePath()

Retrieve the path of a file modified nearest to a specific date

mostRecentTimestamp()

Identify the timestamp of the most recently modified file in the file cache

Analysis

Functions for fitting syndromic data to a seasonal baseline and extacting various features of model results

excessCases()

Fits a baseline to case data

excessExtract()

Helper function to format the results from excessCases

Visualizing results

Launch an RShiny server to visualize results interactively

dashboardPlot()

Create interactive Shiny app to explore results