The ability to look at data and representations of data and understand what has been left out to influence your opinion is extremely important. Data can be used to mislead by having asked the wrong questions or by having ignored some factors while collecting the data. Interpretation of the data through invalid methods of representations can lead to developing propaganda and fake news.