A successful visualization must communicate the message well. In order to achieve this goal, we need to have a good understanding of the nature of our data as well as the advantages and limitations of each plot type in illustrating different relationships in data.

In choosing the right plot type to display, we have the following considerations:

• Number of variables
• Distribution of data
• Relationships between data series