Analytics/Research and Data/2014

Readership

 * 4 reports on readership trends
 * Feb '14 slides
 * July '14 m:Research:Mobile trends slides
 * Sep '14 slides
 * Dec '14 slides
 * m:Research:PageView definition & implementation
 * m:Research:Activity session @ [arxiv.org/abs/1411.2878 paper] accepted to WWW'15
 * Geodump proposal m:Research:Geo-aggregation of Wikipedia pageviews
 * Stanford collaboration for improving link coverage in Wikipedia: m:Research:Improving_link_coverage

Quality

 * Missing information in Wikidata/Wikipedia
 * Newcomer article creation research (paper slides video)
 * Discussions of value-added in Wikipedia (video, slides)
 * m:Research:Revision scoring as a service
 * IEG funded with User:He7d3r and User:とある白い猫

Engagement

 * Mobile
 * Signup trends
 * Mobile activation/user engagement
 * m:Research:WikiGrok
 * m:Research:Asking anonymous editors to register & m:Research:Anonymous phenomena
 * [[:m:Research:Activity sessions] (paper accepted at WWW'15)
 * Moodbar paper (paper accepted at CSCW '15) 10.1145/2675133.2675181
 * m:Research:Anonymous mobile editing in Italian Wikipedia
 * m:Research:HHVM newcomer engagement experiment

Research code and data

 * Metrics standardization (slides)
 * Fundraising a/b testing pipeline
 * Datasets
 * DOI / PubMed citations 10.6084/m9.figshare.1299540]
 * AFT corpus - via datahub.io
 * English Wikipedia Reverts - via datahub.io
 * Libraries
 * Python
 * MediaWiki Utilities - http://pythonhosted.org/mediawiki-utilities/
 * MediaWiki streaming - https://github.com/halfak/MediaWiki-Streaming
 * MediaWiki OAuth - http://pythonhosted.org/mwoauth/
 * Deltas - http://pythonhosted.org/deltas/
 * Wikiclass - http://pythonhosted.org/wikiclass/
 * R
 * WMF utilities - https://github.com/wikimedia-research/WMUtils
 * URL handling and manipulation tools - http://cran.r-project.org/web/packages/urltools/
 * Integration with standard cryptographic libraries for data anonymisation/sanitisation purposes - http://cran.r-project.org/web/packages/openssl/
 * Mediawiki API client library - https://github.com/Ironholds/WikipediR
 * Generalised session reconstruction toolkit - https://github.com/Ironholds/reconstructr
 * User agent parser - https://github.com/ua-parser/uap-r
 * Geolocation toolkit - https://github.com/Ironholds/rgeoip
 * General-purpose MediaWiki tools https://github.com/Ironholds/MWUtils

Outreach and stuff

 * Research showcase -- 21 talks streamed on YouTube, Hundreds of youtube views per event
 * Wikimania 2014
 * Research hackathon
 * WikiCredit - Calculating & presenting value contributed to Wikipedia (slides, video)
 * Hi,_my_name_is 192.195.83.38: unmasking anonymous editors on Wikipedia
 * Expanding the encyclopedia: trends in article creation on Wikipedia (slides, video)
 * Regular research updates via @WikiResearch (over 2K followers as of end of 2014) and the monthly research newsletter
 * Wikipedia research group discussion @ CSCW '14
 * m:Research:Open Collaboration Systems Workshop @ CSCW'15 (schedule)
 * Wikipedia Research panel @ NatCom '14
 * @ ICWSM '15
 * Invited talks
 * Oxford Internet Institute
 * University of Michigan
 * INRIA
 * University of Minnesota
 * ISI Foundation
 * DensityDesign Lab
 * Public Library of Science
 * Public Library of Science

What's next

 * Revision scoring as a service
 * WikiCredit service and Value-added datasets
 * Mashups (link needed)
 * m:Research:MediaWiki_events:_a_generalized_public_event_datasource
 * m:Research:Increasing_article_coverage