VisitorCounts: Modeling and Forecasting Visitor Counts Using Social Media (original) (raw)
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: | 2.0.3 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | Rssa, methods, ggplot2, zoo, cowplot |
| Suggests: | knitr, rmarkdown, testthat |
| Published: | 2025-01-15 |
| 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 |
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