This isn't what you think it is. Or, maybe it is. What I mean is that it isn't a dandelion.
This flower is called a Goat's Beard (no idea why). The head is probably twice the diameter of a dandelion, and I've never seen a version with a yellow flower. I've spotted them occasionally by roadsides by lakes, but not all that frequently. I do like the structures, though.