Which graph to use?

A student asked me on our Facebook page to help with an assignment. It got me thinking again about the nature of answers in statistics, and the challenge of communicating through graphs.

The student gave no explanation, but rather a set of data and a choice of graph-type. I have changed the data a little. As the data was about numbers of men and women in different roles in an organisation, I assume the question regards gender equity.

I have used the ubiquitous Microsoft Excel to create some candidate graphs, and I would like you to vote on which you think is the most useful. (And yes – I know that it depends, but in the absence of further information, I’m interested to see what the crowd comes up with.) Pie chart was not an option. Pie chart is almost never an option.

Here are four possible answers for the student. If you click on the graphic it should get bigger and clearer.

Which is the best graph to use?

Which is the best graph to use?

I will post later with my opinion, but I would rather get yours first.

This entry was posted in statistics by Dr Nic. Bookmark the permalink.

About Dr Nic

I love to teach just about anything. My specialties are statistics and operations research. I have insider knowledge on Autism through my family. I have a lovely husband, two grown-up sons, a fabulous daughter-in-law and an adorable grandson. I have several blogs - Learn and Teach Statistics, and Building a Statistics Learning Community, are the main ones.

6 thoughts on “Which graph to use?

  1. What I really want is a modified version of B with a reference line at 50% and with the width of the bar proportional to the number of people in the role.

  2. I’d like a graph that is a mixture of Graph A and Graph B.
    I.e. Graph A, but with “% in role” on the y-axis instead of “Number in role”.
    Reason: The total number of people in each role differs – more “other”, less “finance” and the others have similar numbers. To compare the % of males and females across the roles, we need % not number. And I like a bar chart instead of a stacked bar chart.

  3. Pingback: Which graph to use? | A bunch of data

  4. Pingback: Graphs – beauty and truth | Learn and Teach Statistics and Operations Research

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