diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7891d7949..122973554 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -74,6 +74,7 @@
 #### Bugfixes
 
 - [#6200](https://github.com/influxdata/telegraf/pull/6200): Correct typo in kubernetes logsfs_available_bytes field.
+- [#6191](https://github.com/influxdata/telegraf/issues/6191): Skip floats that are NaN or Inf in Datadog output.
 
 ## v1.11.3 [2019-07-23]