bqplot
diff --git a/examples/Introduction.ipynb b/examples/Introduction.ipynb
@@ -251,7 +251,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "`bqplot` has two different APIs. One is the matplotlib inspired `pyplot` which we used above (you can think of it as similar to `qplot` in `ggplot2`). The other one, the verbose API, is meant to expose every element of a plot individually, so that their attriutes can be controlled in an atomic way. In order to truly use `bqplot` to build complex and feature-rich GUIs, it pays to understand the underlying theory that is used to create a plot."
+    "`bqplot` has two different APIs. One is the matplotlib inspired `pyplot` which we used above (you can think of it as similar to `qplot` in `ggplot2`). The other one, the verbose API, is meant to expose every element of a plot individually, so that their attributes can be controlled in an atomic way. In order to truly use `bqplot` to build complex and feature-rich GUIs, it pays to understand the underlying theory that is used to create a plot."
    ]
   },
   {