Geckoboard have released a list of statistical fallacies that can crop up while analysing data sets, which could lead to misinterpretation of what the data is actually saying. Make sure you take this into account before interpreting your data.
See more at: https://www.geckoboard.com/learn/data-literacy/statistical-fallacies/