diff --git a/clustering/outlier-removal-plugin/CHANGELOG.md b/clustering/outlier-removal-plugin/CHANGELOG.md
index 9ee9083ad..ac903bf17 100644
--- a/clustering/outlier-removal-plugin/CHANGELOG.md
+++ b/clustering/outlier-removal-plugin/CHANGELOG.md
@@ -1,9 +1,12 @@
-## [0.2.6-dev] - 2024-01-11
+## [0.2.6-dev] - 2024-01-12
 ### Added
 - Pytests to test this plugin
 - This plugin is now installable with pip.
+- Added support for arrow file format in addition to csv
 
 ### Changed
 - Updated dependencies (bfio, filepattern, preadator) to latest
 - Argparse package is replaced with Typer package for command line arguments
 - Replaced docker base image with latest container image with pre-installed bfio
+- Replaced pandas with vaex
+- Seperating descriptive from numerical features for outlier detection if present in the tabular data