diff --git a/modules/Data_Output/Data_Output.Rmd b/modules/Data_Output/Data_Output.Rmd
index 3e5b49fc7..1af192cb5 100644
--- a/modules/Data_Output/Data_Output.Rmd
+++ b/modules/Data_Output/Data_Output.Rmd
@@ -7,9 +7,8 @@ output:
 ---
 
 ```{r, echo = FALSE}
-library(knitr)
-library(readr)
-opts_chunk$set(comment = "")
+library(tidyverse)
+knitr::opts_chunk$set(comment = "")
 ```
 
 <style type="text/css">
@@ -23,7 +22,7 @@ pre { /* Code block - slightly smaller in this lecture */
 
 While its nice to be able to read in a variety of data formats, it's equally important to be able to output data somewhere.
 
-The `readr` package provides data exporting functions which have the pattern `write_*`: 
+The `readr` package in the tidyverse provides data exporting functions which have the pattern `write_*`: 
 
 - `write_csv()`, 
 - `write_delim()`, others. 
@@ -61,6 +60,15 @@ write_csv(dat, file = "YouthTobacco_newNames.csv")
 write_delim(dat, file = "YouthTobacco_newNames.csv", delim = ",")
 ```
 
+## GUT CHECK!
+
+What does `write_csv()` do? Saves data to:
+
+A. R's memory
+
+B. A file on your hard drive
+
+C. A ggplot
 
 ## R binary file
 
@@ -109,6 +117,20 @@ knitr::include_graphics(here::here("images/subset_objects_in_environment.png"))
 knitr::include_graphics(here::here("images/save_environment.png"))
 ```
 
+## REMINDER: Saving a ggplot to file
+
+A few options:
+
+-   RStudio \> Plots \> Export \> Save as image / Save as PDF
+-   RStudio \> Plots \> Zoom \> [right mouse click on the plot] \> Save image as
+-   In the code
+
+```{r, eval = FALSE}
+ggsave(filename = "saved_plot.png",  # will save in working directory
+       plot = rp_fac_plot,
+       width = 6, height = 3.5)               # by default in inches
+```
+
 ## Summary {.small}
 
 - Use `write_csv()` and `write_delim()` from the `readr` package to write your (modified) data
@@ -119,6 +141,10 @@ knitr::include_graphics(here::here("images/save_environment.png"))
 
 💻 [Data Output Lab](https://jhudatascience.org/intro_to_r/modules/Data_Output/lab/Data_Output_Lab.Rmd)
 
+📃 [Posit's Data Import Cheatsheet](https://rstudio.github.io/cheatsheets/data-import.pdf)
+
+📃 [Day 2 Cheatsheet](https://jhudatascience.org/intro_to_r/modules/cheatsheets/Day-2.pdf)
+
 ```{r, fig.alt="The End", out.width = "50%", echo = FALSE, fig.align='center'}
 knitr::include_graphics(here::here("images/the-end-g23b994289_1280.jpg"))
 ```
diff --git a/modules/Data_Output/lab/Data_Output_Lab.Rmd b/modules/Data_Output/lab/Data_Output_Lab.Rmd
index c37dd193b..525569ca6 100644
--- a/modules/Data_Output/lab/Data_Output_Lab.Rmd
+++ b/modules/Data_Output/lab/Data_Output_Lab.Rmd
@@ -19,7 +19,7 @@ and assign it to an object named `vacc`.
 
 ```
 # General format
-library(readr)
+library(tidyverse)
 # OBJECT <- read_csv(FILE)
 ```
 
diff --git a/modules/Data_Output/lab/Data_Output_Lab_Key.Rmd b/modules/Data_Output/lab/Data_Output_Lab_Key.Rmd
index 77fa7be58..024f83bc5 100644
--- a/modules/Data_Output/lab/Data_Output_Lab_Key.Rmd
+++ b/modules/Data_Output/lab/Data_Output_Lab_Key.Rmd
@@ -19,7 +19,7 @@ and assign it to an object named `vacc`.
 
 ```
 # General format
-library(readr)
+library(tidyverse)
 # OBJECT <- read_csv(FILE)
 ```