Log into your account on LinkedIn, and then click this link to go to the Export LinkedIn Connections page: http://www.linkedin.com/addressBookExport
There are four formats you can choose:
Microsoft Outlook, Outlook Express, Yahoo! Address Book, or Mac OS Address Book
But saving it in any of the .csv formats allows you to open it in Excel.
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