The order book is a snapshot of intentions, and intentions change
People read the book as if it were a commitment. It isn't. Resting size can be pulled instantly and frequently is, especially the size that looks most reassuring.
What I've found useful is not the level itself but how it behaves under pressure: does size refresh when it gets hit, or does it vanish as price approaches? Those two look identical in a static snapshot and mean opposite things.
So if you're using book data, make sure you're measuring behavior over time rather than reading a photograph.