It's the theoretical pressure daily oscillation, not related to weather conditions, caused by the sun and by the moon.
Comparing it with measured pressure the weather trend can be estimated.
It's more significative in tropical and equatorial areas so, if you are at bigger latitudes, it may appear quite flat to you.

You can learn more from wikipedia.