get_cms_meta_data {healthyR.data} | R Documentation |
Retrieve CMS Metadata Links from CMS
Description
This function sends a request to the specified CMS data URL, retrieves the JSON data, and processes it to create a tibble with relevant information about the datasets.
Usage
get_cms_meta_data(
.title = NULL,
.modified_date = NULL,
.keyword = NULL,
.identifier = NULL,
.data_version = "current",
.media_type = "all"
)
Arguments
.title |
This can be a title that is used to search the data. |
.modified_date |
This can be a date in the format of "YYYY-MM-DD" |
.keyword |
This can be a keyword that is used to search the data. |
.identifier |
This can be an identifier that is used to search the data. |
.data_version |
This can be one of three different choices: "current", "archive", or "all". The default is "current" and if you make a choice that does not exist then it will default to "current". |
.media_type |
This can be one of three different choices: "all", "csv", "API", or "other". The default is "all" and if you make a choice that does not exist then it will default to "all". |
Details
The function fetches JSON data from the CMS data URL and extracts relevant fields to create a tidy tibble. It selects specific columns, handles nested lists by unnesting them, cleans column names, and processes dates and media types to make the data more useful for analysis. The columns in the returned tibble are:
-
title
-
description
-
landing_page
-
modified
-
keyword
-
described_by
-
fn
-
has_email
-
identifier
-
start
-
end
-
references
-
distribution_description
-
distribution_title
-
distribution_modified
-
distribution_start
-
distribution_end
-
media_type
-
data_link
Value
A tibble with data links and relevant metadata about the datasets.
Author(s)
Steven P. Sanderson II, MPH
See Also
https://data.cms.gov/data.json
Other Meta Data:
get_provider_meta_data()
Examples
library(dplyr)
# Fetch and process metadata from the CMS data URL
get_cms_meta_data(
.keyword = "nation",
.title = "Market Saturation & Utilization State-County"
) |>
glimpse()