Visualising Data: Week 5

Lecture Notes

Data Presentation Styles: Why use Graphs?

  • Why do we use graphs?
    • Graphs help to make comparisons easier.
  • Often designers choose a style of graph that is trendy, rather than the graph best suited to the data you’re trying to present.
  • The human brain gravitates towards comparing the width or height of shapes in graphs, and its usually easy to underestimate the difference in surface area when looking at a bubble chart for instance. Bar graphs are much easier to draw comparisons from because we only have to consider the length as a variable. Consider which graph type is easiest to analyse and compare differences with.
  • Using circles in graphs always leads the audience to underestimate the size difference.
Cairo, A. (2013). The Functional Art. Berkeley, California: New Riders.
  • Three graph types commonly used
    • Time series chart (data over time)
    • Bar chart (one variable)
    • Scatter plot (one variable on each axis)
    • Pie chart (comparing proportions)