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