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Mail Trends lets you analyze and visualize your email (as extracted from an IMAP server). You can see:
To see some sample output, here's the result of running it over the Enron Email Dataset (just two people's worth of emails). To run this over your own mail, see the getting started page.
If you'd like to keep up with the project, there is a Mail Trends depends on the following packages (they are currently all included in its Subversion repository, and thus don't need to be downloaded/installed separately):
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