diff --git a/NAMESPACE b/NAMESPACE
index f820b5dc..c4ca4682 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -55,7 +55,6 @@ export(autoplot)
 export(cases_deaths_subset)
 export(clone)
 export(complete)
-export(covid_case_death_rates)
 export(covid_incidence_county_subset)
 export(covid_incidence_outliers)
 export(detect_outlr)
diff --git a/R/reexports.R b/R/reexports.R
index 0ba0e1b9..a86fdd1d 100644
--- a/R/reexports.R
+++ b/R/reexports.R
@@ -151,24 +151,6 @@ delayedAssign("covid_incidence_outliers", epidatasets::covid_incidence_outliers)
 #' @export
 delayedAssign("jhu_confirmed_cumulative_num", epidatasets::jhu_confirmed_cumulative_num)
 
-#' @inherit epidatasets::covid_case_death_rates description source references title
-#' @inheritSection epidatasets::covid_case_death_rates Data dictionary
-#' @examples
-#' # Since this is a re-exported dataset, it cannot be loaded using
-#' # the `data()` function. `data()` looks for a file of the same name
-#' # in the `data/` directory, which doesn't exist in this package.
-#' # works
-#' epiprocess::covid_case_death_rates
-#'
-#' # works
-#' library(epiprocess)
-#' covid_case_death_rates
-#'
-#' # fails
-#' data(covid_case_death_rates, package = "epiprocess")
-#' @export
-delayedAssign("covid_case_death_rates", epidatasets::covid_case_death_rates)
-
 #' @inherit epidatasets::archive_cases_dv_subset description source references title
 #' @inheritSection epidatasets::archive_cases_dv_subset Data dictionary
 #' @examples
diff --git a/man/archive_cases_dv_subset.Rd b/man/archive_cases_dv_subset.Rd
index 7eff52df..f07f8149 100644
--- a/man/archive_cases_dv_subset.Rd
+++ b/man/archive_cases_dv_subset.Rd
@@ -50,18 +50,18 @@ The data in the \code{epi_archive$DT} attribute has columns:
 }
 
 \examples{
- # Since this is a re-exported dataset, it cannot be loaded using
- # the `data()` function. `data()` looks for a file of the same name
- # in the `data/` directory, which doesn't exist in this package.
- # works
- epiprocess::archive_cases_dv_subset
+# Since this is a re-exported dataset, it cannot be loaded using
+# the `data()` function. `data()` looks for a file of the same name
+# in the `data/` directory, which doesn't exist in this package.
+# works
+epiprocess::archive_cases_dv_subset
 
- # works
- library(epiprocess)
- archive_cases_dv_subset
+# works
+library(epiprocess)
+archive_cases_dv_subset
 
- # fails
- data(archive_cases_dv_subset, package = "epiprocess")
+# fails
+data(archive_cases_dv_subset, package = "epiprocess")
 
 }
 \keyword{datasets}
diff --git a/man/cases_deaths_subset.Rd b/man/cases_deaths_subset.Rd
index 397ef93c..fdd38c61 100644
--- a/man/cases_deaths_subset.Rd
+++ b/man/cases_deaths_subset.Rd
@@ -61,17 +61,17 @@ COVID-19 cases, daily}
 }
 
 \examples{
- # Since this is a re-exported dataset, it cannot be loaded using
- # the `data()` function. `data()` looks for a file of the same name
- # in the `data/` directory, which doesn't exist in this package.
- # works
- epiprocess::cases_deaths_subset
+# Since this is a re-exported dataset, it cannot be loaded using
+# the `data()` function. `data()` looks for a file of the same name
+# in the `data/` directory, which doesn't exist in this package.
+# works
+epiprocess::cases_deaths_subset
 
- # works
- library(epiprocess)
- cases_deaths_subset
+# works
+library(epiprocess)
+cases_deaths_subset
 
- # fails
- data(cases_deaths_subset, package = "epiprocess")
+# fails
+data(cases_deaths_subset, package = "epiprocess")
 }
 \keyword{datasets}
diff --git a/man/covid_case_death_rates.Rd b/man/covid_case_death_rates.Rd
deleted file mode 100644
index f51cc858..00000000
--- a/man/covid_case_death_rates.Rd
+++ /dev/null
@@ -1,71 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/reexports.R
-\docType{data}
-\name{covid_case_death_rates}
-\alias{covid_case_death_rates}
-\title{JHU daily COVID-19 cases and deaths rates from all states}
-\format{
-An object of class \code{epi_df} (inherits from \code{tbl_df}, \code{tbl}, \code{data.frame}) with 37576 rows and 4 columns.
-}
-\source{
-This object contains a modified part of the
-\href{https://github.com/CSSEGISandData/COVID-19}{COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University}
-as \href{https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/jhu-csse.html}{republished in the COVIDcast Epidata API}.
-This data set is licensed under the terms of the
-\href{https://creativecommons.org/licenses/by/4.0/}{Creative Commons Attribution 4.0 International license}
-by the Johns Hopkins University on behalf of its Center for Systems Science
-in Engineering. Copyright Johns Hopkins University 2020.
-
-Modifications:
-\itemize{
-\item \href{https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/jhu-csse.html}{From the COVIDcast Epidata API}:
-These signals are taken directly from the JHU CSSE
-\href{https://github.com/CSSEGISandData/COVID-19}{COVID-19 GitHub repository}
-without changes. The 7-day average signals are computed by Delphi by
-calculating moving averages of the preceding 7 days, so the signal for
-June 7 is the average of the underlying data for June 1 through 7,
-inclusive.
-}
-}
-\usage{
-covid_case_death_rates
-}
-\description{
-This data source of confirmed COVID-19 cases and deaths is based on reports
-made available by the Center for Systems Science and Engineering at Johns
-Hopkins University, as downloaded from the CMU Delphi COVIDcast Epidata
-API. This example data is a snapshot as of March 20, 2024, and
-ranges from December 31, 2020 to December 31, 2021. It
-includes all states. It is used in the {epiprocess} correlation vignette.
-}
-\section{Data dictionary}{
-
-
-The data has columns:
-\describe{
-\item{geo_value}{the geographic value associated with each row
-of measurements.}
-\item{time_value}{the time value associated with each row of measurements.}
-\item{case_rate}{7-day average signal of number of new
-confirmed COVID-19 cases per 100,000 population, daily}
-\item{death_rate}{7-day average signal of number of new confirmed
-deaths due to COVID-19 per 100,000 population, daily}
-}
-
-}
-
-\examples{
- # Since this is a re-exported dataset, it cannot be loaded using
- # the `data()` function. `data()` looks for a file of the same name
- # in the `data/` directory, which doesn't exist in this package.
- # works
- epiprocess::covid_case_death_rates
-
- # works
- library(epiprocess)
- covid_case_death_rates
-
- # fails
- data(covid_case_death_rates, package = "epiprocess")
-}
-\keyword{datasets}
diff --git a/man/covid_incidence_county_subset.Rd b/man/covid_incidence_county_subset.Rd
index ba2c9bc4..dbd382b8 100644
--- a/man/covid_incidence_county_subset.Rd
+++ b/man/covid_incidence_county_subset.Rd
@@ -57,17 +57,17 @@ The data has columns:
 }
 
 \examples{
- # Since this is a re-exported dataset, it cannot be loaded using
- # the `data()` function. `data()` looks for a file of the same name
- # in the `data/` directory, which doesn't exist in this package.
- # works
- epiprocess::covid_incidence_county_subset
+# Since this is a re-exported dataset, it cannot be loaded using
+# the `data()` function. `data()` looks for a file of the same name
+# in the `data/` directory, which doesn't exist in this package.
+# works
+epiprocess::covid_incidence_county_subset
 
- # works
- library(epiprocess)
- covid_incidence_county_subset
+# works
+library(epiprocess)
+covid_incidence_county_subset
 
- # fails
- data(covid_incidence_county_subset, package = "epiprocess")
+# fails
+data(covid_incidence_county_subset, package = "epiprocess")
 }
 \keyword{datasets}
diff --git a/man/covid_incidence_outliers.Rd b/man/covid_incidence_outliers.Rd
index 0d2ea889..19110970 100644
--- a/man/covid_incidence_outliers.Rd
+++ b/man/covid_incidence_outliers.Rd
@@ -50,17 +50,17 @@ The data has columns:
 }
 
 \examples{
- # Since this is a re-exported dataset, it cannot be loaded using
- # the `data()` function. `data()` looks for a file of the same name
- # in the `data/` directory, which doesn't exist in this package.
- # works
- epiprocess::covid_incidence_outliers
+# Since this is a re-exported dataset, it cannot be loaded using
+# the `data()` function. `data()` looks for a file of the same name
+# in the `data/` directory, which doesn't exist in this package.
+# works
+epiprocess::covid_incidence_outliers
 
- # works
- library(epiprocess)
- covid_incidence_outliers
+# works
+library(epiprocess)
+covid_incidence_outliers
 
- # fails
- data(covid_incidence_outliers, package = "epiprocess")
+# fails
+data(covid_incidence_outliers, package = "epiprocess")
 }
 \keyword{datasets}
diff --git a/man/jhu_confirmed_cumulative_num.Rd b/man/jhu_confirmed_cumulative_num.Rd
index fad62fa8..b1636115 100644
--- a/man/jhu_confirmed_cumulative_num.Rd
+++ b/man/jhu_confirmed_cumulative_num.Rd
@@ -49,17 +49,17 @@ The data has columns:
 }
 
 \examples{
- # Since this is a re-exported dataset, it cannot be loaded using
- # the `data()` function. `data()` looks for a file of the same name
- # in the `data/` directory, which doesn't exist in this package.
- # works
- epiprocess::jhu_confirmed_cumulative_num
+# Since this is a re-exported dataset, it cannot be loaded using
+# the `data()` function. `data()` looks for a file of the same name
+# in the `data/` directory, which doesn't exist in this package.
+# works
+epiprocess::jhu_confirmed_cumulative_num
 
- # works
- library(epiprocess)
- jhu_confirmed_cumulative_num
+# works
+library(epiprocess)
+jhu_confirmed_cumulative_num
 
- # fails
- data(jhu_confirmed_cumulative_num, package = "epiprocess")
+# fails
+data(jhu_confirmed_cumulative_num, package = "epiprocess")
 }
 \keyword{datasets}
diff --git a/vignettes/correlation.Rmd b/vignettes/correlation.Rmd
index e24a2193..6556f9d7 100644
--- a/vignettes/correlation.Rmd
+++ b/vignettes/correlation.Rmd
@@ -23,8 +23,8 @@ library(dplyr)
 
 The data is included in this package (via the [`epidatasets` package](https://cmu-delphi.github.io/epidatasets/)) and can be loaded with:
 ```{r}
-x <- covid_case_death_rates %>%
-  select(geo_value, time_value, case_rate, death_rate) %>%
+x <- cases_deaths_subset %>%
+  select(geo_value, time_value, case_rate = case_rate_7d_av, death_rate = death_rate_7d_av) %>%
   arrange(geo_value, time_value)
 ```