You should deadhead. That mean cut off the dead flowers before they produce seeds. If they dried out or didn't get enough water, they will do this prematurely. You must water those baskets everyday, they dry out quickly. That's why I don't have any, lol. However, you can make new baskets.

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welcome to GoY.
I answered this on the second post :o)