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There are a number of ways to display the data on a chart. A linear chart is just like the charts that you used to draw at school with both the X and the Y axis showing one unit for each interval. A semi-log scale shows one axis (the X-axis) linearly and the other axis (the Y-axis) logarithmically. So the X-axis shows the date at regular intervals. The Y-axis shows the prices logarithmically. The best way to explain this is with an example. Consider the following chart of the JSE Overall index going back to February 1985:
It looks like the 2008 sub-prime crisis was much bigger than the 1987 crash. Now look at exactly the same chart, but in a semi-log form:
Now you can see that in percentage terms, the 1987 crash was about the same size as the 2008 sub-prime crisis.