diff --git a/docs/tutorials/tuto-shapash-report01.rst b/docs/tutorials/tuto-shapash-report01.rst
index 5187a269..efda54fb 100644
--- a/docs/tutorials/tuto-shapash-report01.rst
+++ b/docs/tutorials/tuto-shapash-report01.rst
@@ -194,8 +194,8 @@ parameters.
         ]
     )
 
-Note: Sometimes the jupyter kernel used when generating the report is not the right one.
-If this happen you should consider using the ``kernel_name`` parameter to indicate what kernel to use.
+Note: You might want to specify the jupyter kernel used when generating the report.
+You should consider using the ``kernel_name`` parameter to indicate what kernel to use.
 
 Customize your own report
 -------------------------
diff --git a/tutorial/report/tuto-shapash-report01.ipynb b/tutorial/report/tuto-shapash-report01.ipynb
index e259cff4..011daac9 100644
--- a/tutorial/report/tuto-shapash-report01.ipynb
+++ b/tutorial/report/tuto-shapash-report01.ipynb
@@ -282,8 +282,8 @@
    "id": "central-karma",
    "metadata": {},
    "source": [
-    "> Note: Sometimes the jupyter kernel used when generating the report is not the right one. \n",
-    "If this happen you should consider using the `kernel_name` parameter to indicate what kernel to use. "
+    "> Note: You might want to specify the jupyter kernel used when generating the report.\n",
+    "You should consider using the `kernel_name` parameter to indicate what kernel to use."
    ]
   },
   {