You can remember the meaning of 寻常 with this easy mnemonic:
There is someone un-usual searching (寻) our house in the dark. Why do weird things always (常) happen to me?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.