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In this video tutorial, the speaker introduces the concept of metadata and its importance in reconnaissance. Metadata is described as data that provides information about a specific type of data file. The speaker explains that metadata can contain valuable information and demonstrates how to extract and retrieve this data using a tool called "exiftool." The tool can be found on GitHub, and the speaker provides a repository link for viewers to access and use it for their own data extraction needs.