The Rnssp R package is a catalog of data processing and analytics tools, templates, and functions commonly used across the National Syndromic Surveillance Program at the Centers for Disease Control and Prevention (CDC). Its goal is to improve code reproducibility, standardize and document reusable functions, facilitate the sharing of routine reports across the NSSP Community of Practice (CoP), and better engage the NSSP CoP.
You can install the development version of Rnssp
from GitHub:
# Install the Rnssp package
devtools::install_github("cdcgov/Rnssp")
To install the package for Webassembly, run the following in your webr
REPL or add it to your shinylive
application:
# Install the Rnssp package for webr
webr::install("Rnssp", repos = c("https://cdcgov.github.io/Rnssp-wasm", "https://repo.r-wasm.org"))
This is a basic example which shows you how to:
- use the
Rnssp
package to create a user profile - and use the user profile to pull data from an API (here the ESSENCE API)
library(Rnssp)
## Creating a user profile (token)
myProfile <- create_token_profile()
## Creating a user profile (username and password)
myProfile <- create_profile()
## Inspect your `myProfile` confirming that username and password are completely hidden
myProfile
## JSON URL from ESSENCE API
url <- "https://essence.syndromicsurveillance.org/nssp_essence/api/alerts/regionSyndromeAlerts?end_date=31Jan2021&start_date=29Jan2021"
## Update Start and End dates in ESSENCE API URL
url <- change_dates(url, start_date = Sys.Date() - 30, end_date = Sys.Date())
## Pull Time Series Data from ESSENCE
api_data <- get_api_data(url) # or api_data <- myProfile$get_api_data(url)
## Inspect data object structure
names(api_data)
## Get a glimpse of the pulled dataset
glimpse(api_data$regionSyndromeAlerts)
Should you want to contribute to this project, submit a push request to this Github repository and consider submitting a request to be added as a developer to [email protected].
If you encounter a clear bug, please consider emailing the author at [email protected] and/or file an issue with a minimal reproducible example.
@software{Azondekon_Rnssp_A_Signature_2024,
author = {Azondekon, Gbedegnon Roseric and Sheppard, Michael},
doi = {10.5281/zenodo.10884244},
license = {Apache License (>= 2)},
month = mar,
title = {{Rnssp: A Signature R package for the National Syndromic Surveillance Program (NSSP)}},
url = {https://github.com/CDCgov/Rnssp},
version = {0.3.0},
year = {2024}
}
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