BitIodine is no longer actively developed and does not work with the recent Bitcoin block chain. See my new Clusterizer.
An open and modular block chain analysis framework that allows to perform complex queries on transactions, group addresses together by controlling entity, and much more.
On Ubuntu:
apt-get install libssl-dev cmake build-essential g++-4.4 libdb++-dev libboost-all-dev libsparsehash-dev git-core perl sqlite3 python3-numpy python3-simplejson python3-networkx libhiredis-dev libsqlite3-dev