diff --git a/README.md b/README.md
index cf579d8..d19ea38 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ Continually updated Data Science IPython Notebooks.
 
 This repo is a collection of IPython Notebooks I reference while working with data.
 
-Although I created most notebooks, some notebooks I reference were created by other authors who are credited by naming the authors and/or providing a link to the source.
+Although I created most notebooks, some notebooks I reference were created by other authors who are credited by providing their names and/or a link to their source.
 
 ## Index