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")
This is a basic example which shows you how to:
- use the
Rnssp
package to create an NSSP user profile - and use the NSSP user profile to pull data from ESSENCE via the ESSENCE API
library(Rnssp)
## Creating an NSSP user profile
myProfile <- Credentials$new(
username = askme("Enter your username: "),
password = askme()
)
## Inspect your `myProfile` confirming that username and password are completely hidden
myProfile
## JSON URL from ESSENCE API
url <- "https://essence.syndromicsurveillance.org/nssp_essence/api/alerts/regionSyndromeAlerts?end_date=31Jan2021&start_date=29Jan2021"
## Update Start and End dates in ESSENCE API URL
url <- change_dates(url, start_date = Sys.Date() - 30, end_date = Sys.Date())
## Pull Time Series Data from ESSENCE
api_data <- get_api_data(url) # or api_data <- myProfile$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 gazondekon@cdc.gov.
If you encounter a clear bug, please consider emailing the author at gazondekon@cdc.gov and/or file an issue with a minimal reproducible example.
citation("Rnssp")
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