Gambler's fallacy
The gambler's fallacy is when you think that because something hasn't happened for a while, it's "due" to happen—or the other way round. With random, independent events, the past doesn't change the next outcome. Coins and dice don't remember; each trial is separate. The same idea appears as a cognitive bias: we tend to treat independent events as if they were dependent. The fallacy is to use the recent run of outcomes as evidence for the next one when they're independent. Related: Gambler's fallacy (cognitive bias).
Examples
The coin has come up heads five times, so tails is due next.
It hasn't rained for weeks, so it's bound to rain soon.
We've had three reds in a row on the roulette wheel, so black is due.