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http://eprint.iacr.org/2012/584.pdfAbstract. The Bitcoin scheme is a rare example of a large scale global
payment system in which all the transactions are publicly accessible (but
in an anonymous way). We downloaded the full history of this scheme,
and analyzed many statistical properties of its associated transaction
graph. In this paper we answer for the rst time a variety of interesting
questions about the typical behavior of account owners, how they acquire
and how they spend their Bitcoins, the balance of Bitcoins they keep
in their accounts, and how they move Bitcoins between their various
accounts in order to better protect their privacy. In addition, we isolated
all the large transactions in the system, and discovered that almost all
of them are closely related to a single large transaction that took place
in November 2010, even though the associated users apparently tried
to hide this fact with many strange looking long chains and fork-merge
structures in the transaction graph.