Update Visualizing data with daru DataFrame.ipynb

Author: arafatkatze

Visualization/Visualizing data with daru DataFrame.ipynb

@@ -848,12 +848,12 @@
     "# the relevant names of the X and Y axes co-ordinates as an Array into the :x and \n",
     "# :y options.This is a simpler and easier way to plot multiple diagrams.\n",
     "# \n",
-    "# As is deomstrated in the previous example, the first argument yields a Nyaplot::Plot\n",
+    "# As is demonstrated in the previous example, the first argument yields a Nyaplot::Plot\n",
     "# object and the second an Array of Nyaplot::Diagram objects. The diagrams are ordered\n",
     "# according to the types specified in the `:type` option.\n",
     "df.plot type: [:scatter, :line], x: [:fat, :fat], y: [:calories, :y_coords] do |plot, diagrams|\n",
-    "  plot.x_label \"Calories\"\n",
-    "  plot.y_label \"Fat\"\n",
+    "  plot.x_label \"Fat\"\n",
+    "  plot.y_label \"Calories\"\n",
     "  plot.xrange [0,50]\n",
     "  \n",
     "  scatter = diagrams[0]\n",