diff --git a/DESCRIPTION b/DESCRIPTION
index b254fea..b902e70 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: shinymodels
 Title: Interactive Assessments of Models
-Version: 0.0.1
+Version: 0.1.0
 Authors@R: c(
     person("Max", "Kuhn", , "max@rstudio.com", role = c("aut", "cre"),
            comment = c(ORCID = "0000-0003-2402-136X")),
diff --git a/NEWS.md b/NEWS.md
new file mode 100644
index 0000000..8c0180a
--- /dev/null
+++ b/NEWS.md
@@ -0,0 +1,3 @@
+# shinymodels 0.1.0
+
+* First CRAN release
diff --git a/R/explore.R b/R/explore.R
index 8de152e..1b6318a 100644
--- a/R/explore.R
+++ b/R/explore.R
@@ -63,6 +63,7 @@ generics::explore
 #' tuning parameter combinations that were fully resampled. As a result,
 #' parameter combinations that were discarded during the race will now be able
 #' to be selected.
+#' @return A shiny application.
 #' @examples
 #' data(ames_mlp_itr)
 #'
diff --git a/R/organize_data.R b/R/organize_data.R
index 6112aa7..d574e55 100644
--- a/R/organize_data.R
+++ b/R/organize_data.R
@@ -134,7 +134,8 @@ get_app_type <- function(y) {
 #'
 #' This is a print method for a shiny_data class
 #' @param x an object of class shiny_data
-#' @param ... Other parameters not currently used
+#' @param ... Other parameters not currently used.
+#' @return `x` invisibly.
 #' @keywords internal
 #' @export
 print.shiny_data <- function(x, ...) {
@@ -146,5 +147,5 @@ print.shiny_data <- function(x, ...) {
     paste("tuning parameters:", .get_tune_parameter_names(x$tune_results)),
     sep = "\n"
   )
-  cat(string)
+  invisible(x)
 }
diff --git a/R/shiny_models.R b/R/shiny_models.R
index 7a7dba7..0043b70 100644
--- a/R/shiny_models.R
+++ b/R/shiny_models.R
@@ -14,6 +14,7 @@
 #' data sets.
 #' @param original_data Original dataset.
 #' @param ... Other parameters not currently used.
+#' @return A shiny application.
 #' @export
 #' @keywords internal
 
diff --git a/README.Rmd b/README.Rmd
index f43fd97..83678a3 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -24,10 +24,10 @@ The goal of shinymodels is to launch a Shiny app given tidymodels' tuning or res
 
 ## Installation
 
-~~You can install the released version of shinymodels from [CRAN](https://CRAN.R-project.org) with:~~
+You can install the released version of shinymodels from [CRAN](https://CRAN.R-project.org) with:
 
 ``` r
-install.packages("shinymodels") ## not yet
+install.packages("shinymodels") 
 ```
 
 And the development version from [GitHub](https://github.com/) with:
diff --git a/README.md b/README.md
index d48ceeb..e73bae3 100644
--- a/README.md
+++ b/README.md
@@ -18,11 +18,11 @@ results.
 
 ## Installation
 
-~~You can install the released version of shinymodels from
-[CRAN](https://CRAN.R-project.org) with:~~
+You can install the released version of shinymodels from
+[CRAN](https://CRAN.R-project.org) with:
 
 ``` r
-install.packages("shinymodels") ## not yet
+install.packages("shinymodels") 
 ```
 
 And the development version from [GitHub](https://github.com/) with:
diff --git a/man/explore.Rd b/man/explore.Rd
index e606dc5..30e9cab 100644
--- a/man/explore.Rd
+++ b/man/explore.Rd
@@ -26,6 +26,9 @@ if they are enclosed with in \code{c()}.
 points is enabled (the default) or not. This can be helpful for very large
 data sets.}
 }
+\value{
+A shiny application.
+}
 \description{
 \code{explore()} launches a Shiny application to interact with results from some
 tidymodels functions.
diff --git a/man/print.shiny_data.Rd b/man/print.shiny_data.Rd
index 4be7b6a..1513326 100644
--- a/man/print.shiny_data.Rd
+++ b/man/print.shiny_data.Rd
@@ -10,7 +10,10 @@
 \arguments{
 \item{x}{an object of class shiny_data}
 
-\item{...}{Other parameters not currently used}
+\item{...}{Other parameters not currently used.}
+}
+\value{
+\code{x} invisibly.
 }
 \description{
 This is a print method for a shiny_data class
diff --git a/man/shiny_models.Rd b/man/shiny_models.Rd
index 9c2fc92..4a7b5a1 100644
--- a/man/shiny_models.Rd
+++ b/man/shiny_models.Rd
@@ -38,6 +38,9 @@ data sets.}
 
 \item{original_data}{Original dataset.}
 }
+\value{
+A shiny application.
+}
 \description{
 This function takes the \code{\link[=organize_data]{organize_data()}} result to shiny_models a Shiny app.
 }