diff --git a/docs/guides/defaults-and-configuration-options.ipynb b/docs/guides/defaults-and-configuration-options.ipynb
index dde345e8cd3..de5f3e66133 100644
--- a/docs/guides/defaults-and-configuration-options.ipynb
+++ b/docs/guides/defaults-and-configuration-options.ipynb
@@ -65,7 +65,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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       "text/plain": [
        "<Figure size 663.998x367.889 with 1 Axes>"
       ]
@@ -109,7 +111,9 @@
    "outputs": [
     {
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