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Another data scrape from academia

1 reply

ArabellaSaurus · 08/11/2025 19:46

Hi, MNHQ.

Alas, a couple of twits have been scraping the site, again.

https://bulletin.appliedtransstudies.org/article/4/1-3/7/

'In this study, however, we excavate what it means to write like a GC by analyzing how GC forum users rely on reactionary language and deploy storytelling practices in ways that calcify their anti-trans ideologies as personal and natural while rendering transgender people as anti-feminist, dangerous, and monstrous. To identify how GC groups perform political mythmaking and construct extremist identities, we undertook a computationally assisted discursive analysis of two popular GC forums: Ovarit and Mumsnet’s “Feminism: Sex & Gender” board (abbreviated to “FSG”). Through comparative platform discourse analysis, we analyzed over 80k posts and comments scraped from Ovarit and over 60k posts and comments scraped from Mumsnet (Burgess and Matamoros-Fernández 2016; Lewis and Marwick 2017)'

Data Collection
This study relied on a computationally-assisted discourse analysis of data collected from FSG and Ovarit using Python notebooks developed by one of the authors. Data from each platform was collected and analyzed separately, using the means below.
...
Mumsnet
Mumsnet posts within the FSG board are organized in a single feed. While Ovarit has forum subcategories (circles), FSG is a subforum itself, and does not have subcategories. Given that the discussion on FSG regularly involves trans- and gender-related subjects, it was likewise important to grab a wide sample. We scraped the most recent 3,767 threads and an accompanying 57,791 comments.5 In each case, the text, username, datetime, post type, and thread URL were collected. Data was collected in April of 2024.'

“I Took a Deep Breath and Came Out as GC”: Gender Critical Storytelling, Radicalization, and Discursive Practice on Ovarit and Mumsnet

Following the closure of the anti-trans subreddit r/GenderCritical, gender critical (GC) internet users have migrated to more obscure, invite-only spaces. A side-effect of this GC dispersal is that activity in online anti-trans spaces has become increa...

https://bulletin.appliedtransstudies.org/article/4/1-3/7/

JustineMumsnet · 10/11/2025 16:32

Hi all,
Thanks to those who flagged this. To be clear, scraping or copying Mumsnet content without a licence breaches our Terms and Conditions. We did not grant permission for this project.

What we are doing now:

  • We will contact* *the journal and the authors’ institutions requesting the ethics approval, data-handling details, and the immediate suspension of any dataset sharing that includes Mumsnet content.
  • We will ask that any scraped Mumsnet data be deleted unless permission is obtained and proper safeguards are in place.

Why this matters:

  • In our view posts on Mumsnet are often pseudonymous, not anonymous. Combining usernames, timestamps, and URLs can increase the risk of identifying posters.
  • We require researchers to request permission so that user privacy and safety are protected and projects meet accepted ethical standards.

We'll keep you posted on the response. Meantime, if you have concerns about your posts or want to discuss this with us directly, please email [email protected] with the subject line “Data scraping”.

Thanks, MNHQ

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