What are the best practices for data citation in different content types such as research reports and news commentaries?

Best practices for data citation vary by content type. In research reports, emphasis is placed on data rigor and traceability; in news commentary, relevance and timeliness are more important. Research reports: Typically require authoritative data sources (such as academic journals, official databases), with detailed citations (including author, year, sample size), and explanations of data processing methods. They are suitable for presentation with the aid of charts to ensure conclusion reproducibility. News commentary: Suitable for citing concise and intuitive data (such as the latest statistics, quick reports from authoritative institutions), focusing on linking core viewpoints, avoiding excessive technical details, and explaining the meaning of data in context to enhance readability. It is recommended to select data types based on content goals: academic sources are prioritized for research, while timely data is emphasized for commentary. At the same time, ensure clear citations to enhance content credibility and persuasiveness.