Excel has two primary types of charts that graph data sets onto an axis: line charts and scatter charts. Depending on your settings, the two types of charts can look identical, but using the wrong one ...
You can make a bar graph in Excel by first selecting the range you want to depict, and then using the dropdown menu to select the desired chart.