diff --git a/README.md b/README.md
index 4a43f373..4b76f312 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,3 @@
 # policyengine.py
 
-PolicyEngine's main user-facing Python package, incorporating country packages and integrating data visualization and analytics. Read the documentation [here](https://policyengine.github.io/policyengine/policyengine.py).
+PolicyEngine's main user-facing Python package, incorporating country packages and integrating data visualization and analytics. Read the documentation [here](https://policyengine.github.io/policyengine.py).
diff --git a/changelog_entry.yaml b/changelog_entry.yaml
index e69de29b..6e930d6c 100644
--- a/changelog_entry.yaml
+++ b/changelog_entry.yaml
@@ -0,0 +1,4 @@
+- bump: patch
+  changes:
+    changed:
+    - Updated documentation link in README
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