While charts and graphs may overlap at a certain point, there isn't a significant difference between the two. Charts present valuable data to readers in the form of a diagram, table, or even a graph. A graph, on the other hand, shows the mathematical relationship between data sets through a visual format. In other words, all graphs are considered to be a chart, but not all charts are graphs.