park_visitation

A data frame storing monthly visitation counts by National Park Service (NPS) for 20 popular US national parks and associated Flickr photo-user-days (PUD).
Here, photo-user-days (PUD) count the number of unique users posting a photo on Flickr on a given day from within the boundaries of a given National Park.

datasets

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> .

Robert Bowen

VisitorCounts

Modeling and Forecasting Visitor Counts Using Social Media

Russell Goebel

Beth Ann Brackett

Kimihiro Noguchi

Dylan Way

park_visitation function

A data frame with 3276 rows and 4 variables.
<dl>
 <dt>date</dt>
<dd>Date of monthly observation, in year-month-day format.</dd> <dt>park</dt>
<dd>National Park alpha code identifying a National Park.</dd> <dt>pud</dt>
<dd>Flickr photo-user-days (PUD). Here, PUD count the number of unique users posting a photo on flickr on a given day from within the boundaries of a given National Park.</dd> <dt>nps</dt>
<dd>Visitation count for the corresponding park and month given by the National Park Service (NPS).</dd>
</dl>

Format

National Park Visitation Counts and Associated Photo-User-Days Data. — park_visitation

A data frame with 3276 rows and 4 variables.
<dl>
 <dt>date</dt>
<dd>Date of monthly observation, in year-month-day format.</dd>

 <dt>park</dt>
<dd>National Park alpha code identifying a National Park.</dd>

 <dt>pud</dt>
<dd>Flickr photo-user-days (PUD). Here, PUD count the number of unique users posting a photo on flickr on a given day from within the boundaries of a given National Park.</dd>

 <dt>nps</dt>
<dd>Visitation count for the corresponding park and month given by the National Park Service (NPS).</dd>


</dl>

park_visitation: National Park Visitation Counts and Associated Photo-User-Days Data.

Description

Usage

Arguments

Format