https://github.com/bearloga/wmf-wmhack17

App & API for sentiment analysis of MediaWiki talk pages made during Wikimedia Hackathon 2017 in Vienna
https://github.com/bearloga/wmf-wmhack17

api hackathon r-package r-pkg sentiment-analysis tidytext wikimedia

Last synced: about 1 month ago
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App & API for sentiment analysis of MediaWiki talk pages made during Wikimedia Hackathon 2017 in Vienna

• Host: GitHub
• URL: https://github.com/bearloga/wmf-wmhack17
• Owner: bearloga
• License: mit
• Created: 2017-05-19T10:08:30.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-06-28T00:19:00.000Z (almost 8 years ago)
• Last Synced: 2025-03-24T13:44:12.405Z (about 2 months ago)
• Topics: api, hackathon, r-package, r-pkg, sentiment-analysis, tidytext, wikimedia
• Language: R
• Homepage: https://bearloga.shinyapps.io/sentimentalkr
• Size: 33.2 KB
• Stars: 5
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Sentiment Analysis of Talk Pages

> Words, words, words. (_Hamlet_, [Act II Scene II](https://en.wikisource.org/wiki/The_Tragedy_of_Hamlet,_Prince_of_Denmark/Act_2#Scene_2._A_room_in_the_castle.))

[App](app/) & [API](api/) for sentiment analysis of MediaWiki talk pages made during [Wikimedia Hackathon 2017](https://www.mediawiki.org/wiki/Wikimedia_Hackathon_2017) in Vienna.

__Author:__ Mikhail Popov (Wikimedia Foundation)
 

__License:__ [MIT](http://opensource.org/licenses/MIT)


__Status:__ Active

## Progress

- [x] API endpoint

    - [x] Download talk page

    - [x] Parse talk page

        - [ ] Parse classic talk pages (really hard)

        - [x] Parse [Flow](https://www.mediawiki.org/wiki/Extension:Flow)-enabled talk pages

    - [x] Tidy sentiment analysis

    - [x] Anonymize and summarize

    - [x] Output

- [x] Shiny companion app

    - [x] User inputs

    - [x] Show data and behind-the-scenes code

        - [x] Show API call

        - [ ] Show JSON output

    - [x] Data visualization

## Additional Information

Please note that this project is released with a [Contributor Code of Conduct](https://github.com/bearloga/wmf-wmhack17/blob/master/CONDUCT.md). By participating in this project you agree to abide by its terms.

### Future Work

One possible application of the service is using to calculate some sort of a "discussion civility score" based on the various sentiments expressed and the relative expressions of those sentiments.