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Another thing to consider when you are creating your data visualizations is to try not to rely on the same graphs over and over and over again. DataViz is a mix of science and design, so be creative! 
Here are a few I present in the #ElevateTheDebate book.
-First, the dot plot is a good alternative to bars because it enables the reader to see both the level and the change. This example uses data from the National Assessment of Educational Progress for 20 states in 2017.
-First, the dot plot is a good alternative to bars because it enables the reader to see both the level and the change. This example uses data from the National Assessment of Educational Progress for 20 states in 2017.
Second, heat maps use ranges of colors or shades to represent differences in values. This heat map shows auto fatalities over the course of the year, laid out like a calendar. It's pretty easy to see that there are more fatalities on the weekends.
