{"id":47,"date":"2026-04-14T02:17:11","date_gmt":"2026-04-14T02:17:11","guid":{"rendered":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/impact\/"},"modified":"2026-04-14T16:32:34","modified_gmt":"2026-04-14T16:32:34","slug":"impact","status":"publish","type":"page","link":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/impact\/","title":{"rendered":"Impact &#038; Data"},"content":{"rendered":"\nSummary\nThe NoteTracker Dashboard promotes transparency by revealing how misinformation is moderated on social media platforms. It highlights inequalities in access to corrective information and exposes limitations in current systems.\n\nKey Analysis\nA major finding is that a large majority of Community Notes are never made visible to the public. This creates unequal access to information and limits the effectiveness of fact-checking efforts.\nThis reflects issues of digital inequality, where platforms control what information users see. As a result, certain narratives may persist despite efforts to correct them, raising concerns about fairness and accountability. Description of Data\nThe data consists of Community Notes from X, including:\nText of notes\nStatus (published or not)\nMetadata (timestamps, ratings)\n\nType and Format\nStructured datasets (likely CSV\/JSON formats)\nQuantitative and textual data\nThis format allows for easy analysis and sharing, supporting DH best practices.\n\nInput Data and Sources\nWhat: Community Notes data\nWhere from: X (Twitter) platform\nThe project starts with raw, large-scale social media data.\n\nOutput Data and Formats\nInteractive dashboard\nSearchable database\nVisual statistics\nDownloadable datasets\n\nEnd Result\nUsers can explore and analyze misinformation patterns in a structured and accessible way.\n\nIs Data Shared?\nYes data is publicly available through the dashboard and downloads.\n\nDH Best Practices (Documentation)\nThe project clearly documents its data sources and structure, supporting transparency and reproducibility, which are key DH principles.\n\n\nGroups, Issues, and Approaches\nGroups impacted: Social media users, researchers, journalists, policymakers\nIssues: Misinformation, algorithmic bias, lack of transparency\nApproach: Open data access, crowdsourced moderation, public-facing tools\nThis supports the DH goal of analyzing and sharing cultural data while addressing social justice concerns related to information access.\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Summary The NoteTracker Dashboard promotes transparency by revealing how misinformation is moderated on social media platforms. It highlights inequalities in access to corrective information and exposes limitations in current systems. Key Analysis A major finding is that a large majority of Community Notes are never made visible to the public. This creates unequal access to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-47","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages\/47","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/comments?post=47"}],"version-history":[{"count":5,"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages\/47\/revisions"}],"predecessor-version":[{"id":141,"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages\/47\/revisions\/141"}],"wp:attachment":[{"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/media?parent=47"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}