ch11 edited

Author: trevorcampbell

jupyter.Rmd

@@ -104,8 +104,7 @@ To run a code cell independently, the cell needs to first be activated. This
 is done by clicking on it with the cursor. Jupyter will indicate a cell has been
 activated by highlighting it with a blue rectangle to its left. After the cell
 has been activated (Figure \@ref(fig:activate-and-run-button)), the cell can be run by either pressing the **Run** (`r fa("play", height = "11px")`) 
-button in the toolbar, or by using a keyboard shortcut of 
-`Shift + Enter`.
+button in the toolbar, or by using the keyboard shortcut `Shift + Enter`.
 
 ```{r activate-and-run-button, echo = FALSE, fig.cap = "An activated cell that is ready to be run. The red arrow points to the blue rectangle to the cell's left. The blue rectangle indicates that it is ready to be run. This can be done by clicking the run button (circled in red).", fig.retina = 2, out.width="100%"}
 image_read("img/activate-and-run-button-annotated.png") |> 
@@ -135,7 +134,7 @@ image_read("img/restart-kernel-run-all.png") |>
 ```
 
 ### The Kernel
-The kernel \index{kernel}\index{Jupyter notebook!kernel|see{kernel}} is a program that executes the code inside your notebook and 
+The kernel\index{kernel}\index{Jupyter notebook!kernel|see{kernel}} is a program that executes the code inside your notebook and 
 outputs the results. Kernels for many different programming languages have 
 been created for Jupyter, which means that Jupyter can interpret and execute 
 the code of many different programming languages. To run R code, your notebook 
@@ -166,7 +165,7 @@ image_read("img/create-new-code-cell.png") |>
 
 ## Markdown cells
 
-Text cells inside a Jupyter notebook are \index{markdown} \index{Jupyter notebook!markdown cell} called Markdown cells. Markdown cells 
+Text cells inside a Jupyter notebook are\index{markdown}\index{Jupyter notebook!markdown cell} called Markdown cells. Markdown cells 
 are rich formatted text cells, which means you can **bold** and *italicize* 
 text, create subject headers, create bullet and numbered lists, and more. These cells are 
 given the name "Markdown" because they use *Markdown language* to specify the rich text formatting.