Think of all the things you learned in elementary school: How to read. How to write. How to count. How to do add, subtract, multiply, and divide. These are all learned skills, things that we are not innately born knowing how to do.

Just like these, reading graphs is a skill. 

Jon Schwabish with Teaching Data Visualization to Kids - PolicyViz