diff --git a/examples/notebooks/Cell Magics.ipynb b/examples/notebooks/Cell Magics.ipynb
index 825dc8c..6e0de9a 100644
--- a/examples/notebooks/Cell Magics.ipynb
+++ b/examples/notebooks/Cell Magics.ipynb
@@ -975,7 +975,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "R's console (i.e. its stdout() connection) is captured by ipython, as are any plots which are published as PNG files like the notebook with arguments --pylab inline. As a call to %R may produce a return value (see above) we must ask what happens to a magic like the one below. The R code specifies that something is published to the notebook. If anything is published to the notebook, that call to %R returns None."
+      "R's console (i.e. its stdout() connection) is captured by ipython, as are any plots which are published as PNG files like `%matplotlib inline`. As a call to %R may produce a return value (see above) we must ask what happens to a magic like the one below. The R code specifies that something is published to the notebook. If anything is published to the notebook, that call to %R returns None."
      ]
     },
     {
diff --git a/examples/notebooks/R Magics.ipynb b/examples/notebooks/R Magics.ipynb
index c96a20b..2fd1a4a 100644
--- a/examples/notebooks/R Magics.ipynb
+++ b/examples/notebooks/R Magics.ipynb
@@ -323,7 +323,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "R's console (i.e. its stdout() connection) is captured by ipython, as are any plots which are published as PNG files like the notebook with arguments --pylab inline. As a call to %R may produce a return value (see above) we must ask what happens to a magic like the one below. The R code specifies that something is published to the notebook. If anything is published to the notebook, that call to %R returns None."
+      "R's console (i.e. its stdout() connection) is captured by ipython, as are any plots which are published as PNG files, as with `%matplotlib inline`. As a call to %R may produce a return value (see above) we must ask what happens to a magic like the one below. The R code specifies that something is published to the notebook. If anything is published to the notebook, that call to %R returns None."
      ]
     },
     {