diff --git a/CodeExamples/CodeExamples.ipynb b/CodeExamples/CodeExamples.ipynb
index 0c8e69cb63c21b00329391d0f68a598e4d39797a..89455f17e0cc3b0c676d5dd6411f472529908617 100644
--- a/CodeExamples/CodeExamples.ipynb
+++ b/CodeExamples/CodeExamples.ipynb
@@ -81,7 +81,7 @@
     "\n",
     "This set contains a series of programs that demonstrate plotting.  \n",
     "\n",
-    "> [CosPlot](CosPlot.ipynb): Simple program to plot cos() in range 0$\\to$4$\\pi$ using range loop.  \n",
+    "> [CosPlot](CosPlot.ipynb): Simple program to plot cos() in range  0 $\\to$ 4 $\\pi$ using range loop.  \n",
     "> [QuadraticPlot](QuadraticPlot.ipynb): Program to plot a quadratic with inputs and while loop.  \n",
     "> [FlightPlot](FlightPlot.ipynb): Program to plot the flight of a particle as distance against time.  \n",
     "> [ImpedancePlot](ImpedancePlot.ipynb): Plot of current and phase in a LRC circuit using complex numbers (this includes how to do multiple plots on one output page).  \n",
@@ -95,13 +95,13 @@
     "> [ReadTextFile](ReadTextFile.ipynb): Read a text file and print out again (discussed \"\\n\" problem with print()).  \n",
     "> [WriteFile](WriteFile.ipynb): Writes a bit of text (and culture) to a file. (this write / overwrites \"burns.txt\").  \n",
     "> [RangeLooptoFile](RangeLooptoFile.ipynb): Write data to a file from a loop.  \n",
-    "> [LineCount](LineCount.ipynb): Open a file and countv the number of lines  (with error trap for wrong filename).  \n",
+    "> [LineCount](LineCount.ipynb): Open a file and count the number of lines  (with error trap for wrong filename).  \n",
     "> [ImageShow](ImageShow.ipynb): Read and display an image file using Matplotlib.  \n",
     "\n",
     "Data supplied\n",
     "\n",
     "> [burns.txt](burns.txt): A bit of culture !!!  \n",
-    "> [cosdata.txt](cosdata.txt): Output from [RangeLooptoFile](RangeLooptoFile.ipynb) \n",
+    "> [cosdata.txt](cosdata.txt): Output from [RangeLooptoFile](RangeLooptoFile.ipynb).  \n",
     "> [sample.txt](sample.txt): Data for [Checkpoint 4](../Checkpoints/Checkpoint4.ipynb).  \n",
     "> [stones.jpg](stones.jpg):\tStones on Scottish beach.  \n",
     "\n",