Getting data from Wikipedia using the MediaWiki API[edit]
In this project, we will explore a few ways to gather data using the Wikipedia API. Once we've done that, we will extend this to code to create our own datasets of Wikipedia edits or other data that we might be able to use to ask and answer questions in future sessions.
Goals[edit]
- Get set up to build datasets with the Wikipedia API
- Have fun collecting different types of data from Wikipedia
- Practice reading API documentation
- Pracice testing API queries
- Practice reading and extending other people's code
Download and test the Wikipedia project[edit]
Click here to download the Wikipedia API project
- The ".zip" extension on the above file indicates that it is a compressed Zip archive. We need to "extract" its contents.
- Start up your terminal, navigate to the new directory you have unpacked called
wikipedia-data-examples.zip, and then test the code by running:
python wikipedia1-1.py
What kind of data can you get from the MediaWiki API?[edit]
- As you probably already know, Wikipedia is a website that anyone can edit.
- Wikipedia runs software called MediaWiki which exists on many other wikis.
- A wiki is a type of website (like "blog")
Wikipedia basics: edits, pages, and editors[edit]
Every time an editor (like you!) makes an edit (or revision) to a page on Wikipedia, some information about that edit (called metadata) is saved, along with the text of the page after the edit was made. All of the edits ever made to any page on Wikipedia can be viewed in that page's revision history. When you click the 'view history' tab at the top-right of any Wikipedia article to see metadata about all the edits made to that article, in reverse chronological order. You can also click links on this list to see more information about what the page looked like after the edit, to see what was changed, and to find out more about the person who made the edit.
You can access all of this information (and much more) by querying the MediaWiki API. Go to the api page on any wiki to show API documentation or check out the main documentation for the MediaWiki API on the MedaiWiki website.
In the sections below, I will describe some types of metadata that you can gather about edits, editors, and pages through the API.
Revision metadata[edit]
You can get metadata about a particular revision through the rvprop= parameter. Here are some of the things you can get ([Click here for the full list https://www.mediawiki.org/wiki/API:Revisions]):
- ids:
- revid: current revision of the page
- parentid: previous revision of the page
- timestamp: The date and time the revision was made
- user: The username of the editor who made the revision (or their IP address, if they aren't logged in)
- userid: A unique id of the editor
- comment: The edit comment the editor made when they committed the revision
- size: The size of the revision text in bytes.
- content: The revision content.
- tags: Any tags for this revision, such as whether the edit was made on a mobile device
Editor metadata[edit]
- usercontribs: Get the list of contributions made by a user: https://www.mediawiki.org/wiki/API:Usercontribs
- users: Returns information about a list of users: https://www.mediawiki.org/wiki/API:Users
Page text and metadata[edit]
- categories: categories a page is in: https://www.mediawiki.org/wiki/API:Categories#Parameters
- contributors: people who have edited a page: https://www.mediawiki.org/wiki/API:Contributors
- images: images (and audio + video) files on a page: https://www.mediawiki.org/wiki/API:Images
- links: the links on a page: https://www.mediawiki.org/wiki/API:Links
- categorymembers: all of the pages that are in a particular category: https://www.mediawiki.org/wiki/API:Categorymembers
- pageprops: basic information about the page: https://www.mediawiki.org/wiki/API:Pageprops
Examples of API queries[edit]
- looking at the images within a page (try this with another city by changing the value of
titles=!): http://en.wikipedia.org/w/api.php?action=query&titles=Seattle&prop=images&imlimit=20&format=jsonfm
- change the city with a custom URL
- getting individual users' edit counts: http://en.wikipedia.org/w/api.php?action=query&list=users&ususers=Benjamin_Mako_Hill%7CJtmorgan%7CMoonriddengirl%7CKeilana&usprop=editcount&format=jsonfm
- get the content of the main page http://en.wikipedia.org/w/api.php?format=json&action=query&titles=Main%20Page&prop=revisions&rvprop=content
There are several other interesting examples available on the Sample API queries page.
Resources[edit]
API[edit]
Research using Wikipedia data[edit]
- HistoryFlow — A colorful visualization of the development of Wikipedia articles over time.
- ‘Is’ to ‘Was’: Coordination and Commemoration on Posthumous Wikipedia Biographies — an exploration of editing patterns around Wikipedia articles about people who have recently died.
- WikiWorthy: Judging a Candidate’s Notability in the Community — A study that uses the editing activity on Wikipedia articles about political candidates as a predictor of election success.
Websites that use the MediaWiki API[edit]
- Listen to Wikipedia — a dynamic, audiovisual experience based on what is being edited on Wikipedia right now.
- HistoryGraph — an interactive timeline of world events based on Wikipedia articles.
- Google's knowledge graph
