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I can't help with dumping (I can recommend using an IDE like PyCharm and debugging. Then you break and print the current state of a dict, but considering where we are that probably won't fly). For visualizing / analyzing I think https://jsonhero.io/ is a neat tool.
If you're doing that a lot, viewing/simple searches on JSON data vs. manipulating/restructuring it, you might like https://jless.io/