Strangely, Excel does not have a chart type for "box plots". In general, it's graphing capabilities are not that great. You can make an approximation to a boxplot chart using some obscure options which are quite hidden away. I used these instructions to come up with this:
Not quite as pretty as the example in Wikipedia, but probably good enough.
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