You can remember the meaning of 单身 with this easy mnemonic:
If I'm still unmarried by the time I'm 50, I'll learn how to drive a chieftain (单) and give my body (身) and soul to my country's military.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.