After you have chosen the right chart, the next step is to design the chart. 
With the proper chart design you can improve the intuitiveness of you charts and prevent the reader from drawing the wrong conclusions. 

Good design

Apply these designs to enhance the readability of your chart.

Bad design

Try to prevent chart design mistakes like these.