Perfect example of how graphs can be subtly deceptive: 1) "Variance in number of comments" is visualized as a circle's radius. 2) ... But a circle's area increases as (pi)r^2. That's an exponential increase. A fair visualization would show a linear increase, not an exponential one. EDIT: To be more clear, the goal is "more pixels" = "more variance". Growing the visualization by a radius is inherently unfair. It's pre…
> 2) ... But a circle's area increases as (pi)r^2. That's an exponential increase. Oh, it's an exponential increase in 2, but a linear increase in Pi. Anyway, just pretend that the area of the circle is proportional to the variance, and the radius to the standard deviation.
Is it true that a variance of 4.0 means "twice as much as 2.0"?
If so, then the circle's area (not its radius) must grow proportional to that variance. Growing the radius is an unfair visualization.
The goal is: more pixels = more variance.