We all use bar charts to summarize our data. However, we need to consider when it is appropriate and when it is not.

“Bar charts are too frequently used to communicate data that they cannot represent well. We strongly encourage the use of more appropriate plots to display statistical samples.”

http://www.nature.com/nmeth/journal/v11/n2/full/nmeth.2837.html