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This lecture covers reading XML, which stands for extensible markup language, commonly used for structured data in Internet applications like web scraping or accessing data from APIs. XML is the basis for web scraping and has two components: markup (labels for text structure) and content (actual text). Tags and elements help give structure to XML files.