The good months outnumber the rough ones for Venice
If you want the cleaner part of the calendar, start with May, June and September. The calendar gets noticeably less kind around January, February and December.
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Stay in Italy, but see whether another destination fits your timing better.
Every place has its week.Find it before the crowds do.