We see reports of police and experts "analyzing the blockchain", usually related to thefts or investigations of some sort.
Does it really take significant skill to "analyze the blockchain" or perhaps it's that human tendency to over-complicate things so 'experts' can (for example) create new income opportunities and consulting businesses?

In general, do you think it takes significant skill to "analyze the blockchain"?