diff --git a/scripts/ai-heatmap.ipynb b/scripts/ai-heatmap.ipynb
index 9553adb..c006cbf 100644
--- a/scripts/ai-heatmap.ipynb
+++ b/scripts/ai-heatmap.ipynb
@@ -185,7 +185,7 @@
     "1. Export your Claude conversations.\n",
     "    - From your Claude account, go to Settings -> Account -> Data -> Export data\n",
     "2. Unzip the downloaded data\n",
-    "3. Point `claude_convs` to your exported directory"
+    "3. Point `claude_convo_folder` to your exported directory"
    ]
   },
   {
@@ -195,7 +195,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "claude_convo_folder = \"export_claude\""
+    "claude_convo_folder = ''"
    ]
   },
   {