The points outside the pattern draw the most attention
The data answered a question nobody had asked before
One of the most interesting moments in a pay analysis happens when people see the full picture for the first time.
Not the averages or the executive summary.
Not even the overall distribution.
What catches their attention are the individual data points within the same job grade.
People expect differences between levels.
What often surprises them are the differences within a single one.
How close some points are.
How far apart others can be.
For a few seconds, the room is usually quiet.
People look and compare before understanding what they are seeing.
Then it starts.
Within minutes, someone is zooming in on a single dot.
Why is that one so high?
Why is that one so low?
Can that be right?
Sometimes people recognize the person behind the point.
Sometimes they think they do.
Sometimes they are simply surprised that the picture looks different from the one they had in their heads.
The data answered a question nobody had asked before.
It immediately created ten new ones.
What catches attention is almost never the pattern.
It is the point that doesn’t seem to belong there.
A visible difference feels important.
Sometimes it is.
Sometimes it isn’t.
The chart does not tell us.
It only shows us where our attention goes first.
Perhaps that is what makes these moments so interesting.
The data becomes visible all at once.
Understanding takes longer.