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I am looking for good book about GIt with loads of great diagrams and examples.

"Pragmatic Guide To GIT" by Travis Swicegood has been suggested. It is concise command-focused intro with practical task examples, though it prioritizes code snippets over diagramming.

Are there visual books for deeper graph-based understanding?