typos

Author: arm61

_build/intro.md

@@ -40,19 +40,18 @@ The "Thebelab" button will make the code blocks in the webpage interactive, they
 The Thebelab integration is still in beta and therefore will not work perfectly every time (it is known not to work for the pylj examples towards the end).
 When the Thebelab integration fails, please use the Interact button.
 
+## Code (in)efficiency
+
+Please be aware that the Python code written in this tutorial has been written to prioritise understanding, above computational efficiency. Individual examples may therefore not be be the most efficient implementation of particular algorithms. That said, we have endeavoured to provide code examples that are “authentic”, and accurately represent the relevant aspects of “real” molecular dynamics methods.
+
 ## Sharing this resource
 
 This is an open educational resource, shared under a [CC BY-SA 4.0 license](./LICENSE.md).
 This means that anyone is free to copy and redistribute the resource in any medium or format and welcome to remix, transform, and build upon the material for any purpose, even commercially.
 Basically you can do whatever you want with it, although we would appreciate if you would reference the original resource if you use it.
-Please use the reference below, or download it has a [BibTeX file](./sim_and_scat.bib)
+Please use the reference below, or download it has a [BibTeX file](./sim_and_scat.bib).
 > The reference information will go here
 
-
-## Code (in)efficiency
-
-Please be aware that the Python code written in this tutorial has been written to prioritise understanding, above computational efficiency. Individual examples may therefore not be be the most efficient implementation of particular algorithms. That said, we have endeavoured to provide code examples that are “authentic”, and accurately represent the relevant aspects of “real” molecular dynamics methods.
-
 ## Authors
 
 This open educational resource was originally developed by [Andrew R. McCluskey](https://orcid.org/0000-0003-3381-5911) during his PhD at the University of Bath and Diamond Light Source.

content/intro.md

@@ -28,19 +28,18 @@ The "Thebelab" button will make the code blocks in the webpage interactive, they
 The Thebelab integration is still in beta and therefore will not work perfectly every time (it is known not to work for the pylj examples towards the end).
 When the Thebelab integration fails, please use the Interact button.
 
+## Code (in)efficiency
+
+Please be aware that the Python code written in this tutorial has been written to prioritise understanding, above computational efficiency. Individual examples may therefore not be be the most efficient implementation of particular algorithms. That said, we have endeavoured to provide code examples that are “authentic”, and accurately represent the relevant aspects of “real” molecular dynamics methods.
+
 ## Sharing this resource
 
 This is an open educational resource, shared under a [CC BY-SA 4.0 license](./LICENSE.md).
 This means that anyone is free to copy and redistribute the resource in any medium or format and welcome to remix, transform, and build upon the material for any purpose, even commercially.
 Basically you can do whatever you want with it, although we would appreciate if you would reference the original resource if you use it.
-Please use the reference below, or download it has a [BibTeX file](./sim_and_scat.bib)
+Please use the reference below, or download it has a [BibTeX file](./sim_and_scat.bib).
 > The reference information will go here
 
-
-## Code (in)efficiency
-
-Please be aware that the Python code written in this tutorial has been written to prioritise understanding, above computational efficiency. Individual examples may therefore not be be the most efficient implementation of particular algorithms. That said, we have endeavoured to provide code examples that are “authentic”, and accurately represent the relevant aspects of “real” molecular dynamics methods.
-
 ## Authors
 
 This open educational resource was originally developed by [Andrew R. McCluskey](https://orcid.org/0000-0003-3381-5911) during his PhD at the University of Bath and Diamond Light Source.