Agree with Chris about reading the documentation, but to answer your sepcific question, if you click on the 'Open in Search' button on one of your panels that uses a summary search, a new window will open with the underlying search. The value of source in the query will correspond to the name of the underlying report, which should be listed in Settings>Searches, reports and alerts.
Hope that helps,
Phil
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