Mailbox statistics on Exchange server 2010

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I have a folder on my mailbox (which is on Exchange Server 2010) that collects various kinds of failure alert mails. I am trying to do a statistical analysis on the folder's contents. Does Exchange Server provide any way to do this? What would be the best way to get such statistics?

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You can do all sort of statistics gathering with PowerShell on Exchange 2010.

For starters, take a look at Get-MailboxFolderStatistics and Get-MailboxStatistics. There are a number of blog posts and technical articles available that give examples of the kind of analysis you're discussing. This article gives a couple of one-line script examples.