Dandelion is a short-lived perennial that will grow just about anywhere, regardless of soil conditions, but rich soil will improve its growth. They withstand frost and freezes and tolerate crowding. Heat and insufficient moisture will cause the leaves to get bitter, but it won't kill the plant.