[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - We finished this project, results can be found on Meta 
,
  the code and models could be found in Gitlab 
.
  - I'll discuss future work with @Lydia_Pintscher.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Astuthiodit_1, 
karapayneWMDE, Invadibot, maantietaja, ItamarWMDE, Akuckartz, Nandana, 
Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, LawExplorer, Avner, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego closed this task as "Resolved".
diego updated the task description.

TASK DETAIL
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Astuthiodit_1, 
karapayneWMDE, Invadibot, maantietaja, ItamarWMDE, Akuckartz, Nandana, 
Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, LawExplorer, Avner, 
_jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, Capt_Swing, Mbch331
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[leila]

leila moved this task from FY2021-22-Research-Jan-March to 
FY2021-22-Research-April-June on the Research board.
leila edited projects, added Research (FY2021-22-Research-April-June); removed 
Research (FY2021-22-Research-Jan-March).

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

WORKBOARD
  https://phabricator.wikimedia.org/project/board/45/

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To: diego, leila
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Astuthiodit_1, 
karapayneWMDE, Invadibot, maantietaja, ItamarWMDE, Akuckartz, Nandana, 
Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, LawExplorer, Avner, 
_jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, Capt_Swing, Mbch331
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I was comparing the results when adding anonymous edits, until now I 
haven't find major differences with the previous results. I'll continue working 
on this during the next week before my next meeting with Lydia.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Astuthiodit_1, 
karapayneWMDE, Invadibot, maantietaja, ItamarWMDE, Akuckartz, Nandana, 
Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, LawExplorer, Avner, 
_jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, Capt_Swing, Mbch331
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I've presented the main results of this work during the Tuesday Research 
Sessions, slides can be find here 
.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Astuthiodit_1, 
karapayneWMDE, Invadibot, maantietaja, Akuckartz, Nandana, Abdeaitali, Lahi, 
Gq86, GoranSMilovanovic, QZanden, LawExplorer, Avner, _jensen, rosalieper, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - We meet with Lydia and discussed the current results.
  - We reviewed the results confirming that most co-edited items corresponds to 
on going events, even when we change the time window to be considered.
  - Now, I'll be studying the relevance/prevalence of anonymous edits on 
popular content.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, karapayneWMDE, Invadibot, 
maantietaja, Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, 
QZanden, LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - No updates

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, karapayneWMDE, Invadibot, 
maantietaja, Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, 
QZanden, LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I'm working in identifying collaborative edits on wikidata items not 
related to current events.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - No updates

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - We are now focusing in understanding collaborations patterns: when/how more 
than user edits the same item in a given period of time.
- We found that in Wikidata such collaborations are less frequent than in 
other Wikimedia projects.
- We also found that items edited by more than one user are usually related 
to on going events (awards, deaths, releases)
  - I'll present some of these findings:
- On research meeting (Tuesday) in March
- And @Lydia_Pintscher  will propose a date probably in April to present 
these results to the Wikidata folks.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
  https://phabricator.wikimedia.org/settings/panel/emailpreferences/

To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I'm organizing the new results to be discussed with the stakeholder.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego moved this task from FY2021-22-Research-Oct-Dec to 
FY2021-22-Research-Jan-March on the Research board.
diego edited projects, added Research (FY2021-22-Research-Jan-March); removed 
Research (FY2021-22-Research-Oct-Dec).

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

WORKBOARD
  https://phabricator.wikimedia.org/project/board/45/

EMAIL PREFERENCES
  https://phabricator.wikimedia.org/settings/panel/emailpreferences/

To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I'm focusing on modeling the relationship between topics and 
collaborations/controversies.
- I'm working on graph representation of these components

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - We have seen that few items are edited by more than one user.
  - We are currently researching about the item and users characteristics 
related to collaborative  work.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - No updates this week. I'm going to meet with the stakeholder next week.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I've been working on classifier to predict reverts.
- The current classifier uses article (item), revision and user information.
- On a balance test set, the actual model gets results over 70% of accuracy
- However, there is a set of caveats to be considered:
  - 'auto-reverts': users can revert themselves, this shouldn't be consider 
as signal of controversy. We need to analyze more this behavior.
  - power-users:  we need to take in account that a small set of users 
produces most of the edits and reverts, this behavior could affect our results. 
We are working on different sampling method to address this issue.
  - The meta page was updated with the results in Q1 and partial results in Q2.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego updated the task description.

TASK DETAIL
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - Working on modeling the reverting behavior.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  No updates this week.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
  https://phabricator.wikimedia.org/settings/panel/emailpreferences/

To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - Preliminary results presented to our stakeholder.
  - Next weeeks we will be focusing a deeper understanding of reverting 
behavior.
  
  **TODO**
  
  - Update meta page (within the next 3 weeks)

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  We presented this work at the TTO'21 conference 
. We received interesting feedback, including 
questions about the definition of controversial content. Some potential 
collaboration for a second round on this research were opened.

TASK DETAIL
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego moved this task from FY2021-22-Research-July-Sept to 
FY2021-22-Research-Oct-Dec on the Research board.
diego edited projects, added Research (FY2021-22-Research-Oct-Dec); removed 
Research (FY2021-22-Research-July-Sept).

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

WORKBOARD
  https://phabricator.wikimedia.org/project/board/45/

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I've started gathering and organizing the different results, to write a 
first report.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **updates**
  
  I've created a page 

 on meta about this project. In the following weeks I'll be uploading some of 
the analysis and main results there.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I've been crunching data to study the "disputed by"  qualifier. The plan is 
to have some statistics on this and compare with the reverts behavior.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
Capt_Swing, Mbch331
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  No updates this week.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I've been running analysis on the predictability of reverts on Wikidata, 
including page, user and edit characteristics  such as the property and the 
action summary explained above.
  - Probably not surprising I've found that the user characteristics such as 
the "account age" (the difference between a given edit  and the user account 
creation) is the most related with the revert probability:
  - I've also noted that bots are less likely than humans to reverted, and that 
edits in new articles (items) are more likely to be reverted.
  - I'm now analyzing a set of properties that showed some correlation with 
reverts:
- P 9157
- P 97
- P 3602
- P 646
- P 3782
- P 183
- P 2860
- P 7902
- P 9339
- P 2671
  
  - Next steps is to model interactions between users, and also analyze the 
usage of the "disputed by"  qualifiers.
  
  F34631288: image.png 

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  **Updates**
  
  - I'm focusing on reverted revisions.
  - Developed a methodology to characterize Wikidata edits according different 
dimensions, such as the property edited, the edit type (from edit summaries), 
and user characteristics.
  
  (popular edit types)
  F34618187: image.png 
  
  - Exploring the differences on reverts done/received by bots and humans.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  No updates this week.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
  https://phabricator.wikimedia.org/settings/panel/emailpreferences/

To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[Manuel]

Manuel removed a project: Analytics.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego, Manuel
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[Manuel]

Manuel edited projects, added Wikidata Analytics; removed Analytics-Wikistats.

TASK DETAIL
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To: diego, Manuel
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, 4748kitoko, Nandana, Akovalyov, Abdeaitali, Lahi, Gq86, 
GoranSMilovanovic, QZanden, LawExplorer, Avner, _jensen, rosalieper, 
Scott_WUaS, JAllemandou, terrrydactyl, Wikidata-bugs, aude, Capt_Swing, 
Mbch331, jeremyb, Dachosen2800, Saimongoltini, Jsc39, Bsandipan, TheDaveRoss, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[Manuel]

Manuel added a project: Analytics-Wikistats.
Restricted Application added a project: Analytics.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego, Manuel
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, Dachosen2800, 
maantietaja, Akuckartz, 4748kitoko, Saimongoltini, Jsc39, Nandana, Akovalyov, 
Abdeaitali, Lahi, Gq86, Bsandipan, GoranSMilovanovic, QZanden, LawExplorer, 
Avner, _jensen, rosalieper, TheDaveRoss, Scott_WUaS, JAllemandou, terrrydactyl, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[Lydia_Pintscher]

Lydia_Pintscher added a comment.


  Thank you!

TASK DETAIL
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To: diego, Lydia_Pintscher
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Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  @Lydia_Pintscher , regarding your question about the number of users 
co-editing a Wikidata page, I found that for all edits to namespace 0,  in July 
2021, considering items that have at least one sitelink:
  
  - 84% of pages were edited just by one user.
  - 14% by two users , and the reminding 2% of pages, by more than 2 users.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego added a comment.


  As a very initial  exploration, we analyzed a subset of Wikidata items, 
categorized them by topic, and checked which of them received more **updates**, 
as proxy for conroversiality.
  
  More specifically,
  
  - We selected all the Wikidata items with sitelinks to enwiki.
  - We counted the number edits summaries containing the 
keyword:`wbsetclaim-update`
  - We found that claims related to Software and computing are the ones - 
proportionally - more updated within this subsabe
  
  F34574587: image.png 
  
  - We also found that most updated property is P31 

  
  F34574595: image.png 
  
  These last results are not normalized yet.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego triaged this task as "High" priority.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
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[Wikidata-bugs] [Maniphest] T287946: Identifying controversial content in Wikidata

[diego]

diego created this task.
diego added projects: Wikidata, Research (FY2021-22-Research-July-Sept).
Restricted Application added a subscriber: Aklapper.

TASK DESCRIPTION
  The aim of this project is to identify controversial content in Wikidata.
  
  Specifically we will develop the following tasks:
  
  [ ] Create and test different definitions of controversiality in Wikidata,
  [ ] Develop a model to early identify controversial content.

TASK DETAIL
  https://phabricator.wikimedia.org/T287946

EMAIL PREFERENCES
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To: diego
Cc: Pablo, leila, Lydia_Pintscher, diego, Aklapper, Invadibot, maantietaja, 
Akuckartz, Nandana, Abdeaitali, Lahi, Gq86, GoranSMilovanovic, QZanden, 
LawExplorer, Avner, _jensen, rosalieper, Scott_WUaS, Wikidata-bugs, aude, 
Capt_Swing, Mbch331
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