💬 Language & Media
Words, headlines, and how they shift over time.
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Wikipedia Lexical Complexity Drift
Tracks the median lexical complexity of Wikipedia articles and its variability over time.
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Wikipedia Citation Graph Diameter Change
Wikipedia citation graph diameter over time
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Wikipedia Interlanguage Link Decay
Tracking broken interlanguage links on Wikipedia
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Wikipedia Redirect Loop Size
Interesting to see how Wikipedia's redirect system evolves, and nobody publishes this due to its complexity
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Wikipedia Lexical Complexity
Measuring lexical complexity can reveal how Wikipedia articles evolve over time, reflecting changes in language usage and reader engagement. This metric is not published elsewhere due to the complexity of calculating lexical complexity for a large corpus of text.
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Wikidata Entity Alias Distribution
Analyzing the distribution of entity aliases in Wikidata sheds light on the complexity of knowledge representation and multilingual support, which is not publicly available.
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Average length of Wikipedia short descriptions for featured articles
Tracks the average character length of short descriptions on Wikipedia's featured articles.
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Wikipedia Stub Article Growth
This page tracks the number of new Wikipedia stub articles created each day and their overall growth rate.
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Wikipedia Infobox Image Aspect Ratio Drift
Tracking Wikipedia infobox image aspect ratios
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Wikiquote Translation Lag
Tracks how long it takes for Wikiquote quotes to be translated into other languages.
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Wikipedia Redirect Chain Length
Understanding redirect chain lengths can help identify content gaps and improve user experience. This metric is not publicly available, making it a unique insight into Wikipedia's structure.
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Wikipedia 'AI-Generated' File Caption Emoji Ratio Drift
Tracks how the ratio of emojis in AI-generated Wikipedia file captions drifts over time.
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Wikipedia 'AI-Generated' Talk Page Signature Age Gap
How AI-generated signatures differ in age from human edits on Wikipedia talk pages
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Wikipedia 'AI-Generated' Talk Page Emoji Sentiment Drift by Hour
Hourly emoji sentiment in AI-generated Wikipedia talk pages
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Wikipedia 'Template Sandbox' Parameter Default Drift by License
How Wikipedia template defaults shift over time based on media license types.
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Wikipedia 'AI-Generated' File Description Emoji Drift
Tracks how often AI-generated Wikipedia file descriptions use emoji and which symbols appear most.
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Wikipedia 'Template Parameter Default Drift' by Infobox Type
Tracks how often Wikipedia infobox template parameters change their default values over time.
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Wikipedia 'AI-Generated' Talk Page Link Protocol Drift by Hour
Hourly tracking of Wikipedia editors' adoption of AI-generated talk page link protocols.
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Wikipedia 'AI-Generated' Talk Page Link Emoji Diversity
Real-time analysis of emoji diversity in AI-generated Wikipedia talk page links.
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Wikipedia 'Citationless Obituary' Velocity
How quickly Wikipedia’s obituaries gain or lose citations over time
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Global 'AI-Generated' Wikipedia Infobox Field Drift by Language
How AI-generated content in Wikipedia infoboxes drifts across languages over time.
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Wikipedia 'AI-Generated' Talk Page Link Anchors Drift
Tracking how AI-generated talk page edits use generic link anchors over time
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Wikipedia 'Citationless AI Claim' Drift by Category
Track how often uncited AI-generated claims appear in Wikipedia articles by category.
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Wikidata 'AI-Generated' Property Drift by Domain
How quickly AI-generated properties are added and removed across Wikidata domains
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Wikipedia 'Template Parameter Obsolescence' by Language
How quickly Wikipedia template parameters become obsolete across languages
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Wikipedia 'AI-Generated' Category Label Drift by Domain
How quickly AI-generated category labels spread across Wikipedia's domains
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Wikipedia 'Neutral Point of View' Citation Source Drift
How often Wikipedia’s Neutral Point of View claims lose their supporting citations over time.
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Wikipedia 'Citationless Map' Velocity
How quickly uncited maps spread and vanish across Wikipedia.
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Wikipedia 'Uncited Claim' Velocity
How quickly uncited claims appear and persist in Wikipedia articles
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Wikipedia 'Citation Needed' Tag Lifespan
How long Wikipedia 'citation needed' tags persist before being resolved.
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Wikipedia 'Neutral Point of View' Citation Drift
How Wikipedia’s citations shift to maintain neutrality in controversial articles
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Wikipedia 'Did You Know' Entry Age Gap
How long do new Wikipedia 'Did You Know' entries wait before being featured?
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Wikipedia 'Did You Know' Entry Lifespan
How long Wikipedia’s 'Did You Know' trivia entries survive before being removed.
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Wikidata Entity Description Length
Tracking the median and average character length of descriptions across Wikidata entities.
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Infobox Unit Consistency
Infobox unit consistency statistics
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Wikipedia Image Copyright License Distribution
Tracking the distribution and frequency of copyright licenses for images across Wikipedia.
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Wiki Bookshelf Shelf Life
Wikipedia book references update frequency
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Wiki Page Revision Reuse
Tracking wiki page revision reuse rates
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Wiki Quote Attribution
Tracking quote attribution over time
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Wiki Image EXIF Decay
Tracking image EXIF data loss over time
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Wiki Table Header Consistency
Tracking wiki table header consistency
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Wikipedia Article Reading Ease
Monitoring the accessibility and reading ease of Wikipedia articles to evaluate knowledge democratisation.
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Wiki Quote Depth
Wikipedia quote depth over time
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Wiki Link Rot
Tracking Wikipedia's broken links
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Fading Wiki Categories
Tracking the decline and fragmentation of knowledge classification on Wikipedia.
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Wiki Audio Duration
Tracking Wikipedia audio content growth
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Wiki Lexical Network
Wikipedia word connections over time
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Wiki Infobox Image Decay
Tracking image presence in wiki infoboxes
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Wiki Table Size
Tracks Wikipedia table sizes and row counts
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Underused Unicode Ranges
Tracking underused Unicode character ranges
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Wiki Citation Drift
Tracking changes in wiki citations over time
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Wiki Stub Birthrate
Wikipedia stub creation rates
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Untranslated Wikipedia Articles
Tracking the gap in global knowledge by monitoring Wikipedia articles that exist in only one language.
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The 'Ghost-Town' ISO Language Digitalization Ratio
Measuring the gap between the world's documented languages and their digital presence on Wikipedia.
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The Global 'Dead Language' Digital Presence Decay
Tracking the real-time erosion of extinct and endangered languages across modern digital infrastructure.