Annual weed question :)

We seem to be getting a few new ones every year, this year I chose this giant one. Lots of pics

Tops - future flowers??

Bigger lower leaves

It's like 6ft tall or more

Stalk

More leaves

Grows along the fence in both of my neighbors yards, they won't do anything.. you can see how huge that dandelion leaf is under it lol

TIA!