diff --git a/.github/workflows/deploy_bookdown.yml b/.github/workflows/deploy_bookdown.yml
index 258a30449..94d7e8246 100644
--- a/.github/workflows/deploy_bookdown.yml
+++ b/.github/workflows/deploy_bookdown.yml
@@ -13,7 +13,7 @@ jobs:
     concurrency:
       group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }}
     env:
-      GITHUB_PAT: ${{ secrets.GITHUB_PAT }}
+      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
       EMAIL: ${{ secrets.EMAIL }}
     steps:
       # Checkout repository
diff --git a/00-preface.Rmd b/00-preface.Rmd
index 1e3c686c2..35554226b 100644
--- a/00-preface.Rmd
+++ b/00-preface.Rmd
@@ -247,7 +247,7 @@ This book was written using RStudio's [bookdown](https://bookdown.org/) package\
 
 Could this be a new paradigm for textbooks? Instead of the traditional model of textbook companies publishing updated *editions* of the textbook every few years, we apply a software design influenced model of publishing more easily updated *versions*. We can then leverage open-source communities of instructors and developers for ideas, tools, resources, and feedback. As such, we welcome your GitHub pull requests.
 
-Finally, since this book is under a [Creative Commons Attribution - NonCommercial - ShareAlike 4.0 license](https://creativecommons.org/licenses/by-nc-sa/4.0/), feel free to modify the book as you wish for your own non-commercial needs, but please list the authors at the top of `index.Rmd` as: "Chester Ismay, Albert Y. Kim, Arturo Valdivia, and YOU!"
+Finally, since this book is under a [Creative Commons Attribution - NonCommercial – ShareAlike 4.0 license](https://creativecommons.org/licenses/by-nc-sa/4.0/), feel free to modify the book as you wish for your own non-commercial needs, but please list the authors at the top of `index.Rmd` as: "Chester Ismay, Albert Y. Kim, Arturo Valdivia, and YOU!"
 
 \newpage
 
diff --git a/02-visualization.Rmd b/02-visualization.Rmd
index 85ae68fd7..1ecce12db 100755
--- a/02-visualization.Rmd
+++ b/02-visualization.Rmd
@@ -204,7 +204,7 @@ Let's now put the theory of the grammar of graphics into practice.
 
 
 
-## Five named graphs - the 5NG {#FiveNG}
+## Five named graphs – the 5NG {#FiveNG}
 
 In order to keep things simple in this book, we will only focus on five different types of graphics, each with a commonly given name. We term these "five named graphs" or in abbreviated form, the **5NG**: \index{five named graphs}