It is optional to put a comma after an introductory phrase of less than five words. Yours is two. However, you have another grammatical issue. You have a plural subject (five thousand people) and you use the plural pronoun correctly (their), but I doubt all these people are sharing one wish. Consequently, wish needs to be wishes.
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