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VisitorCounts: Modeling and Forecasting Visitor Counts Using Social Media

Performs modeling and forecasting of park visitor counts using social media data and (partial) on-site visitor counts. Specifically, the model is built based on an automatic decomposition of the trend and seasonal components of the social media-based park visitor counts, from which short-term forecasts of the visitor counts and percent changes in the visitor counts can be made. A reference for the underlying model that 'VisitorCounts' uses can be found at Russell Goebel, Austin Schmaltz, Beth Ann Brackett, Spencer A. Wood, Kimihiro Noguchi (2023) <doi:10.1002/for.2965> .

Version: 2.0.2
Depends: R (≥ 3.5.0)
Imports: Rssa, methods, ggplot2, zoo
Suggests: knitr, rmarkdown, testthat
Published: 2024-08-18
DOI: 10.32614/CRAN.package.VisitorCounts
Author: Robert Bowen [aut, cre], Russell Goebel [aut], Beth Ann Brackett [ctb], Kimihiro Noguchi [aut], Dylan Way [aut]
Maintainer: Robert Bowen <robertbowen.bham at gmail.com>
License: GPL-3
NeedsCompilation: no
Materials: README NEWS
CRAN checks: VisitorCounts results

Documentation:

Reference manual: VisitorCounts.pdf
Vignettes: national_park_analysis (source, R code)

Downloads:

Package source: VisitorCounts_2.0.2.tar.gz
Windows binaries: r-devel: VisitorCounts_2.0.2.zip, r-release: VisitorCounts_2.0.2.zip, r-oldrel: VisitorCounts_2.0.2.zip
macOS binaries: r-release (arm64): VisitorCounts_2.0.2.tgz, r-oldrel (arm64): VisitorCounts_2.0.2.tgz, r-release (x86_64): VisitorCounts_2.0.2.tgz, r-oldrel (x86_64): VisitorCounts_2.0.2.tgz
Old sources: VisitorCounts archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.