Never seen one this big, haha. Horseweed is a native North American plant commonly considered a noxious weed. It grows everywhere, the worse the soil the better. It will grow out of cracks in concrete, compacted soil, polluted soil, etc. Its resistant to some herbicides. And its also a pioneer plant, often the first to colonize newly disturbed ground.