{"id":46,"date":"2026-04-14T02:17:11","date_gmt":"2026-04-14T02:17:11","guid":{"rendered":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/method\/"},"modified":"2026-04-14T16:33:57","modified_gmt":"2026-04-14T16:33:57","slug":"method","status":"publish","type":"page","link":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/method\/","title":{"rendered":"Method &#038; Tools"},"content":{"rendered":"\nThe project uses tools for:\nData collection\nData processing\nData visualization\nWeb hosting\n\nTool 1: Data Scraping \/ API Tools\nUsed to collect Community Notes data from X\nEnables large-scale data gathering\nOther Uses: Social media research, market analysis\nDH Link: Supports data collection and preservation\n\nTool 2: Data Visualization Software\nUsed to create charts, statistics, and dashboards\nHelps users interpret complex data\nOther Uses: Business analytics, economic forecasting\nDH Link: Supports analysis and interpretation\n\nTool 3: Web Platform (Dashboard Interface)\nHosts the project and provides user interaction\nMakes data accessible to a broad audience\nOther Uses: Public data platforms, research tools\nDH Link: Supports sharing cultural data\n\nThe project effectively documents its tools by demonstrating how they are used to transform raw data into meaningful outputs.\nFor Methods, The project follows these steps:\nCollect data from X\nClean and organize data\nAnalyze patterns\nPresent data through a dashboard\n\nCritical Step 1: Data Cleaning and Organization\nRaw data is structured into usable formats, ensuring accuracy and consistency.\nLink to tools: Data processing tools\nLink to data: Raw Community Notes\n\nCritical Step 2: Data Analysis\nThe project identifies trends such as visibility rates and misinformation categories.\nLink to tools: Visualization software\nLink to data: Processed datasets\n\nCritical Step 3: Data Presentation\nInformation is displayed through an interactive dashboard.\nLink to tools: Web interface\nLink to data: Final outputs\n\nDocumentation Assessment\nThe methods are clearly structured and reproducible, aligning with DH standards for transparency and documentation.\n\n","protected":false},"excerpt":{"rendered":"<p>The project uses tools for: Data collection Data processing Data visualization Web hosting Tool 1: Data Scraping \/ API Tools Used to collect Community Notes data from X Enables large-scale data gathering Other Uses: Social media research, market analysis DH Link: Supports data collection and preservation Tool 2: Data Visualization Software Used to create charts, [&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-46","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages\/46","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=46"}],"version-history":[{"count":5,"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages\/46\/revisions"}],"predecessor-version":[{"id":145,"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/pages\/46\/revisions\/145"}],"wp:attachment":[{"href":"https:\/\/classprojects.digitalwcu.org\/GoldFish\/wp-json\/wp\/v2\/media?parent=46"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}