diff --git a/README.md b/README.md
index ad2d4c3..d054cba 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,9 @@
 # Julia for Data Analysis
 
-This repository contains source codes for the "Julia for Data Analysis" book
-that is written by Bogumił Kamiński and is planned to be published in 2022 by
-[Manning Publications Co.](https://www.manning.com/).
+This repository contains source codes for the
+["Julia for Data Analysis"](https://www.manning.com/books/julia-for-data-analysis?utm_source=bkamins&utm_medium=affiliate&utm_campaign=book_kaminski2_julia_3_17_22)
+book that is written by Bogumił Kamiński and is planned to be published in 2022
+by [Manning Publications Co.](https://www.manning.com/).
 
 ## Setting up your environment