What is a private key?

Could you please explain what a private key is in the context of cryptocurrency? I understand it's an essential component for transactions, but I'm still a bit fuzzy on its specific role and significance. Is it similar to a password that grants access to your digital wallet? And how does it differ from a public key? I'd appreciate any clarification you can provide on this topic.