Dandelions are not toxic to humans.
In fact you can eat dandelions since dandelions are edible and they taste pretty good.
The entire dandelion is edible including the roots, stems flower etc and you mix them with soups as well .
I like to eat the yellow dandelions as I find they taste so sweet.