Great! Keep working on the identification. The one I have has yellow flowers that are just tinged with red.
I should say that I plant this (or something similar) on purpose because I save the tall stalks to use as tomato stakes. Mine grow over 8 feet tall, sometimes up to 12 feet tall. Amazing what a weed can do if it gets pampered and fertilized.