You can remember the meaning of 相关 with this easy mnemonic:
If you think that one's appearance (相) is related to their personality, then you should shut (关) your mouth.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.