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Oh dear, I would never tell you what it MUST be - there are too many answers for that! Every book, expert and amateur has their own, trust me.
I will tell you that you need to know what your humidity is to start with, and then watch the eggs for air sac growth to determine if you have too much or too little.
The air sac is where the chicks takes its first breath. This structure becomes critical at hatch time, and humidity control is our only tool to ensure all goes well.
The egg loses moisture through the porous shell as the embryo develops, via respiration. This allows for the emergence of the air sac.
Too little humidity and the air sac will grow too large; there will be now room for the chick to properly develop.
Too much humidity and the air sac will be stunted and filled with water; the chick will drown at its first breath.
The main reason for candling is to monitor this air sac - not to watch the "babies" grow or to cull 'clears'. There is plenty of information on the internet to help you do this, so I wont belabor it here. As for your numbers, I feel it is safe to say that 40-45% rH is adequate, providing the air sac growth is within bounds. That has always worked for me.
If you have not read the article on dry incubation, you really need to. I prefer to call it "Required Humidity" incubation as opposed to "dry," but by any name it is crucial information, IMHO.
Here is the link:
https://www.backyardchickens.com/LC-DryIncubation.html
As you read it, avoid taking every word Mr. Worrell says literally; rather, read it several times to grasp the concept.