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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: 2.0.0
Depends: R (≥ 3.5.0)
Imports: Rssa, methods, ggplot2
Suggests: knitr, rmarkdown, spelling, testthat (≥ 3.0.0)
Published: 2024-03-25
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
Language: en-US
Materials: README NEWS
CRAN checks: VisitorCounts results

Documentation:

Reference manual: VisitorCounts.pdf
Vignettes: national_park_analysis

Downloads:

Package source: VisitorCounts_2.0.0.tar.gz
Windows binaries: r-devel: VisitorCounts_2.0.0.zip, r-release: VisitorCounts_2.0.0.zip, r-oldrel: VisitorCounts_2.0.0.zip
macOS binaries: r-release (arm64): VisitorCounts_2.0.0.tgz, r-oldrel (arm64): VisitorCounts_2.0.0.tgz, r-release (x86_64): VisitorCounts_2.0.0.tgz, r-oldrel (x86_64): VisitorCounts_2.0.0.tgz
Old sources: VisitorCounts archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=VisitorCounts to link to this page.

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.
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