Lottery scratch cards work from a print run whose number of winning tickets is fixed before any card is sold. Each card is printed as a winner or a loser; scratching only reveals which. They are not rigged in the sense of changing results, but the odds are set in advance and printed on the back or on the lottery's site, and many prizes simply return the price of the ticket. Buying late in a run changes nothing a buyer can see.
Bingo is gambling wherever cards are bought for money and prizes are paid in money, even when it is played as a social game. A bingo game does pay, but prizes come from the pool of card sales minus the operator's share, so the more players join a session the larger the prizes and the longer the odds. Online bingo games cannot be rigged where the draw is certified, although unlicensed rooms offer no check of that kind.
No keno numbers hit the most over time; each draw is independent, and any number that has come up often recently is just as likely as any other in the next draw. Players asking what numbers they should pick are really choosing how many: picking more spots changes the pay table and the odds, while which spots are chosen makes no difference. Birthdays and lucky numbers are as good as any, and just as bad.