That's not true, but the problem is likely a different than you anticipated; a large region with very few inhabitants is visually more present than a small region with many inhabitants.
So the number of unemployed people can be much larger in the small region than in the big region, contrary to the visual effect that the big region has on the visualisation (even though the employment rate of both regions could be the same).