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People think random events even out in the short term. For example, you flip a coin 5 times and get tails each time, so you expect the next to be heads.
Example 2: A woman has 4 boys so the next time she gets pregnant you expect it to be a girl since the last 4 were boys.
What is Gambler's Fallacy