diff --git a/doc/source/style.ipynb b/doc/source/style.ipynb
index 06763b2a5e741..93323d046d495 100644
--- a/doc/source/style.ipynb
+++ b/doc/source/style.ipynb
@@ -849,7 +849,7 @@
     "\n",
     "bigdf.style.background_gradient(cmap, axis=1)\\\n",
     "    .set_properties(**{'max-width': '80px', 'font-size': '1pt'})\\\n",
-    "    .set_caption(\"Hover to magify\")\\\n",
+    "    .set_caption(\"Hover to magnify\")\\\n",
     "    .set_precision(2)\\\n",
     "    .set_table_styles(magnify())"
    ]