‘Whisper All Aussie Dict.’ in Kings Cross Whisper (Sydney) xli 4/2: tea and sugar bandit: A petty thief. Usually the type of person who is too lazy to work and too frightened to steal large quantities of other peoples’ goods.at tea and sugar bandit (n.) under tea-and-sugar, adj.