You can remember the meaning of 分析 with this easy mnemonic:
If you want to analyze the ingredients of this cake, you have to divide (分) it in half, then divide (析) it in half again.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.