WASHINGTON—Facebook Inc. late Friday took down a network of several dozen Facebook pages that were coordinating posts defending Robert F. Hyde, a figure who has become embroiled in the impeachment investigation.

The pages described themselves as representing groups of supporters of President Trump from different states, and several of them had the same contact information and other details as Mr. Hyde’s Republican campaign for a House seat in Connecticut.

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