Hi Kai!

Thank you for this reminder — when this dataset was published, there wasn't
a consistently-updated, stable page ID <--> QID table available internally.
Now there is. I'll see what I can get done on this in the next week or two,
and send any updates as soon as I can :)

Thanks again,
Hal

On Mon, Mar 4, 2024 at 10:04 AM Kai Zhu <[email protected]> wrote:

> Hi,
>
> I hope this message finds you well. I'm writing to follow up on our
> previous discussions about enhancing the pageviews data file by adding a
> QID column. My collaborator and I have identified several use cases where
> the ability to match concepts across languages at a large scale is crucial.
> Given the volume of articles we're working with, relying on API calls for
> millions of them isn't feasible. Incorporating the QID column would
> significantly benefit not only our project but also a wide range of
> potential users who may face similar challenges.
>
> Thank you for considering this request. We believe this addition could
> greatly improve the utility and accessibility of the data for various
> research and analysis purposes.
>
> Best regards,
> Kai Zhu
> Assistant Professor
> Bocconi University
>
> On Mon, Jun 26, 2023 at 7:22 PM Hal Triedman <[email protected]>
> wrote:
>
> > Hi Kai!
> >
> > Thanks for this suggestion — I'll put it on the list of improvements to
> > this dataset, and hopefully be able to put it into production in the next
> > month or two. In the meantime, the example python notebook
> > <
> >
> https://public-paws.wmcloud.org/67457802/private_pageview_data_access.ipynb
> > >
> > I linked above has a subsection entitled "Example of joining page_ids and
> > titles to wikidata QID" that shows how you can retrieve a set of QIDs
> > manually for a given page ID or title. Hope this helps get you started!
> >
> > Thanks again,
> > Hal
> >
> > On Sun, Jun 25, 2023 at 4:30 PM Kai Zhu <[email protected]> wrote:
> >
> > > Great dataset! This is amazing. I have no doubt that this will enable a
> > lot
> > > of new research endeavors.
> > >
> > > If I may have a suggestion: is it possible to also have wikidata id for
> > > each row? That way we can more conveniently match the same concepts
> > across
> > > languages at large scale...
> > >
> > > Best,
> > > Kai Zhu
> > > Assistant Professor at Bocconi University
> > >
> > > On Wed, Jun 21, 2023 at 12:51 PM Hal Triedman <[email protected]
> >
> > > wrote:
> > >
> > > > Hello world!
> > > >
> > > > My name is Hal Triedman, and I’m a senior privacy engineer at WMF. I
> > work
> > > > to make data that WMF releases about reading, editing, and other
> > on-wiki
> > > > behavior safer, more granular, and more accessible to the world using
> > > > differential
> > > > privacy <https://en.wikipedia.org/wiki/Differential_privacy>.
> > > >
> > > > Today I’m reaching out to share that WMF has released almost 8 years
> > > (from
> > > > 1 July 2015 to present) of privatized pageview data
> > > > <
> > > >
> > >
> >
> https://diff.wikimedia.org/2023/06/21/new-dataset-uncovers-wikipedia-browsing-habits-while-protecting-users/
> > > > >,
> > > > partitioned by country, project, and page. This data is significantly
> > > more
> > > > granular than other datasets we release, and should help researchers
> to
> > > > disambiguate both long- and short-term trends within languages on a
> > > > country-by-country basis — several
> > > > <https://phabricator.wikimedia.org/T207171> long-standing requests
> > > > <https://phabricator.wikimedia.org/T267283> from Wikimedia
> > communities.
> > > >
> > > > Due to various technical factors, there are three distinct datasets:
> > > >
> > > >    -
> > > >
> > > >    1 July 2015 – 8 Feb 2017
> > > >    <
> > > >
> > >
> >
> https://analytics.wikimedia.org/published/datasets/country_project_page_historical_pre_2017/
> > > > >
> > > >    / README
> > > >    <
> > > >
> > >
> >
> https://analytics.wikimedia.org/published/datasets/country_project_page_historical_pre_2017/00_README.html
> > > > >
> > > >    (publishing threshold [1]: 3,500 pageviews)
> > > >    -
> > > >
> > > >    9 Feb 2017 – 5 Feb 2023
> > > >    <
> > > >
> > >
> >
> https://analytics.wikimedia.org/published/datasets/country_project_page_historical/
> > > > >
> > > >    / README
> > > >    <
> > > >
> > >
> >
> https://analytics.wikimedia.org/published/datasets/country_project_page_historical/00_README.html
> > > > >
> > > >    (publishing threshold: 450 pageviews)
> > > >    -
> > > >
> > > >    6 Feb 2023 – present
> > > >    <
> > > >
> > https://analytics.wikimedia.org/published/datasets/country_project_page/
> > > >
> > > >    / README
> > > >    <
> > > >
> > >
> >
> https://analytics.wikimedia.org/published/datasets/country_project_page/00_README.html
> > > > >
> > > >    (publishing threshold: 90 pageviews)
> > > >
> > > >
> > > > API access to this data should be coming in the next few months. In
> the
> > > > interim, I’ve built an example python notebook
> > > > <
> > > >
> > >
> >
> https://public-paws.wmcloud.org/67457802/private_pageview_data_access.ipynb
> > > > >
> > > > illustrating how one might access the data in its current csv format,
> > as
> > > > well as several different kinds of simple analyses that can be done
> > with
> > > > it.
> > > >
> > > > I also want to invite the research community to join me for a brief
> > demo
> > > of
> > > > this project at the July Research Showcase
> > > > <https://www.mediawiki.org/wiki/Wikimedia_Research/Showcase>. In the
> > > > meantime, please feel free to reach out with any questions on the
> > project
> > > > talk
> > > > page <https://meta.wikimedia.org/wiki/Talk:Differential_privacy>.
> > > >
> > > > For more information about WMF’s work on differential privacy more
> > > > generally, see the differential privacy homepage on meta
> > > > <https://meta.wikimedia.org/wiki/Differential_privacy>. And in the
> > > future,
> > > > look for more announcements of privatized datasets on editor
> behavior,
> > > > on-wiki search, centralnotice impressions and clicks, and more.
> > > >
> > > > Best,
> > > >
> > > > Hal
> > > >
> > > > [1] “Publishing threshold” is the minimum value of a row in the
> dataset
> > > in
> > > > order to be published.
> > > > _______________________________________________
> > > > Wiki-research-l mailing list -- [email protected]
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> > > [email protected]
> > > >
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