diff --git a/model_training/MAD outlier removal/mad_outlier_removal.ipynb b/model_training/MAD outlier removal/mad_outlier_removal.ipynb
new file mode 100644
index 0000000..8449fcd
--- /dev/null
+++ b/model_training/MAD outlier removal/mad_outlier_removal.ipynb	
@@ -0,0 +1,19 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f38311af",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}