diff --git a/README.md b/README.md
index 3076250..e82a622 100644
--- a/README.md
+++ b/README.md
@@ -6,9 +6,9 @@ This repo consists of a source code of a Python script which detects plagiarism
 
 ## How is it Done?
 
-You might be wondering how plagiarism detection on textual data is done, well it ain't as complicated as you may think.
+You might be wondering how plagiarism detection on textual data is done. Well, it ain't as complicated as you may think.
 
-We all know that computers are good with numbers; so in order to compute the similarity between two text documents, the textual raw data is transformed into vectors => arrays of numbers and from that, we make use of basic knowledge of vectors to compute the similarity between them.
+We all know that computers are good with numbers, so in order to compute the similarity between two text documents, the textual raw data is transformed into vectors => arrays of numbers and from that, we make use of basic knowledge of vectors to compute the similarity between them.
 
 This repo contains a basic example on how to do that.