diff --git a/.gitignore b/.gitignore
index ea82c56..62f55b7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,4 +12,5 @@ Rplots.pdf
 .DS_Store
 docs
 /doc/
-.RData
\ No newline at end of file
+.RData
+/revdep/
diff --git a/DESCRIPTION b/DESCRIPTION
index d6224e1..96f7803 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -6,7 +6,7 @@ Authors@R: c(
     person("Philip", "Bulsink", , "bulsinkp@gmail.com", role = "aut",
            comment = c(ORCID = "0000-0001-9668-2429"))
   )
-Description: Obtain Formula 1 data via the 'Ergast API' <https://ergast.com/mrd/> and the unofficial API <https://www.formula1.com/en/f1-live.html> via the 'fastf1' 'Python' library <https://docs.fastf1.dev/>.
+Description: Obtain Formula 1 data via the 'Ergast API' <https://ergast.com/mrd/> and the unofficial API <https://www.formula1.com/en/timing/f1-live> via the 'fastf1' 'Python' library <https://docs.fastf1.dev/>.
 Config/reticulate: 
   list(
     packages = list(
diff --git a/README.Rmd b/README.Rmd
index c500dee..b0182fe 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -61,7 +61,7 @@ library(f1dataR)
 Data is pulled from:
 
 * [Ergast API](https://ergast.com/mrd/)
-* [F1 Data Stream](https://www.formula1.com/en/f1-live.html) via the [Fast F1 python library](https://docs.fastf1.dev/index.html)
+* [F1 Data Stream](https://www.formula1.com/en/timing/f1-live) via the [Fast F1 python library](https://docs.fastf1.dev/index.html)
 
 Note the Ergast Motor Racing Database API will be shutting down at the end of 2024. When a new data source is identified the package will be migrated to that source.
 
diff --git a/README.md b/README.md
index b975d1c..58f1c14 100644
--- a/README.md
+++ b/README.md
@@ -39,7 +39,7 @@ library(f1dataR)
 Data is pulled from:
 
 - [Ergast API](https://ergast.com/mrd/)
-- [F1 Data Stream](https://www.formula1.com/en/f1-live.html) via the
+- [F1 Data Stream](https://www.formula1.com/en/timing/f1-live) via the
   [Fast F1 python library](https://docs.fastf1.dev/index.html)
 
 Note the Ergast Motor Racing Database API will be shutting down at the
diff --git a/cran-comments.md b/cran-comments.md
index dff6c63..cae4a96 100644
--- a/cran-comments.md
+++ b/cran-comments.md
@@ -1,3 +1,8 @@
 ## Resubmission
 
 This is a minor update to mirror upstream API changes.
+
+Some new functions are added. 
+An internal dataset is removed (the API now provides this data in a more up-to-date fashion).
+
+This change also removes the `usethis` package from Suggests (it was only incorrectly included for building the internal dataset).
diff --git a/vignettes/setup_fastf1.Rmd b/vignettes/setup_fastf1.Rmd
index 0f81459..74d1357 100644
--- a/vignettes/setup_fastf1.Rmd
+++ b/vignettes/setup_fastf1.Rmd
@@ -53,8 +53,7 @@ setup_fastf1()
 
 This will create a virtual environment using your system's default Python version,
 and install `fastf1` in that python environment. It will also tell `reticulate` to use that
-environment instead of just running in your main system. For more information on Python 
-environments read [this article (infoworld.com)](https://www.infoworld.com/article/3239675/virtualenv-and-venv-python-virtual-environments-explained.html). 
+environment instead of just running in your main system. Many resources exist online to explain python environments in more detail. 
 
 # Repeat/Recurring Issues