In my most recent visualization on red cards in major European football leagues I used a little design trick that led to an ‘almost connected dot plot’ (click to see the interactive version).
My design idea was to create connections that end shortly before the dots. I quite like the result so here comes the how-to if you want to build own ‘almost connected dot plots’.
1. Create a connected dot plot
There are many sources around that describe how to build connected dot plots. Find blogposts, videos and example workbooks in this overview by Charlie Hutcheson. Basically you build a dual axis chart where the first axis is used to plot the dots and the second one to build a Gantt chart that starts at one point (often at min or max) and is sized by the difference to the other point that has to be connected.
2. Define the gap
I wanted to keep the gap between the points and the connections variable. So I created a parameter:
You will have to edit the values of the parameter according to the values in your viz.
3. Create a dummy starting point
To create your dummy starting point just calculate your starting point and add the parameter:
In my viz I used a parameter to select the difference to be highlighted (normal vs. short handed and normal vs. majority) by my connections, so I had to calculate a second starting point.
Depending on which difference I wanted to highlight I could then calculate the gantt starting point for my viz:
4. Calculate the Gantt size
Now I had to calculate the dummy difference which had to include the first and the second gap (‘2*Gap’):
Here I also had to calculate a second difference…
…and the ‘viz-difference’ depending on my second parameter:
5. Creating the viz
To create the viz I just followed the necessary steps to build a connected dot plot (see 1.), set the gap by adjusting my ‘Gap-parameter’ and labeled the difference. Make sure that you use the real difference for labeling!
I hope you enjoyed this post and that you will find own use cases for this technique!