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Another data scrape from academia

60 replies

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/

OP posts:
New posts on this thread. Refresh page
ArabellaSaurus · 12/11/2025 13:07

drspouse · 12/11/2025 12:43

Thanks from me also Justine. I also know that posters who mention their industry/profession (like GPs, lawyers, academics, teachers) can feel additionally vulnerable when they mention this in bona fide to give advice freely, but are then held up as an example of a "bigoted teacher, hope my children are never taught by them" and again, due to the pseudonymous nature of the site, can have additional worries about data scraping.

Also, I think I posted, that some people do sometimes post on MN under their real, identifiable names.

OP posts:
drspouse · 12/11/2025 12:43

Thanks from me also Justine. I also know that posters who mention their industry/profession (like GPs, lawyers, academics, teachers) can feel additionally vulnerable when they mention this in bona fide to give advice freely, but are then held up as an example of a "bigoted teacher, hope my children are never taught by them" and again, due to the pseudonymous nature of the site, can have additional worries about data scraping.

DrSpartacularsMagnificentOctopus · 12/11/2025 12:39

Thanks Justine

TalulaHalulah · 10/11/2025 22:00

Also adding my thanks.

ArabellaSaurus · 10/11/2025 18:14

Thanks for that, Justine.

OP posts:
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

TheUnusuallyQuerulentMxLauraBrown · 10/11/2025 11:17

JadeSquid · 09/11/2025 10:59

I dont think thats necessary and I don't think you should need a license to mine the data of publicly available posts. It seems more like people are worried about others knowing what they think about certain topics and thought they could share their views here with absolutely no consequence.

lol

DrBlackbird · 09/11/2025 22:48

Ignore that post ^ I meant to post that comment on the other thread in FWR.

Adding here though for clarification that on the Aston’s scraping thread, @JustineMumsnet said the following:

To clarify your second point, the recent changes to our pay/consent model don’t alter or weaken Mumsnet’s data protections in any way. Third parties cannot access user data without explicit permission. Thanks.

So unless MN gave permission, this data scraping was against T&Cs and therefore unethical. Academics are meant to uphold research ethics. In fact, most ethic committees are very stringent. At least for RG.

DrBlackbird · 09/11/2025 22:35

PB Berge (they/she) is a media scholar, game designer, and the director of the Discord Academic Research Community. Their research falls at the intersection of trans game studies (especially tabletop roleplaying games and gaming fandoms) and feminist platform studies (specifically toxic technoculture and cross-platform dynamics).

Now I understand why so many young autistic males are falling prey to gender ideology as it seems ideologists inhabit Discord and Twitch and proselytise on those platforms.

DrBlackbird · 09/11/2025 20:55

The lead author seems to be at the University of Alberta. I checked their ethics pages and I would imagine they are relying on the exemptions in my screenshot.

Canadian researchers tie themselves in knots squaring the circle on seeing themselves as ethical on all matters and yet seemingly content to scrape data against the T&Cs of the site.

We can look forward to these misrepresented ‘findings’ being used to support another PhD closer to home. Sigh.

TalulaHalulah · 09/11/2025 18:40

JadeSquid · 09/11/2025 14:45

The last mumsnet post on the matter seems to say as much. If you have other information where they proved that is deemed unethical to use information anyone can access from websites, please provide it.

Interestingly, both the U.K. Research Integrity Office and the ESRC refer to the Association of Internet Researchers as a source for ethical guidance on using social media and other user generated data in research. I am looking at the AOIRs last report which is dated 2019 (so six years ago during which time I think AI and technology and legal cases have moved on but anyway), i just share this extract as a screenshot as it’s relevant.

It’s a long report and the UKRIO and the ESRC also contain multiple other sources as well as their own points to consider.

My point in sharing this is that it is not MN who have to prove research is unethical or ethical - the responsibilty for this lies with the researchers. Now, we may disagree as to where the line is between ethical and unethical in this case, but I would say it is beyond doubt that researchers need to engage with this question and if they have not sought ethical review, explain why not.

Another data scrape from academia
ArabellaSaurus · 09/11/2025 15:55

JadeSquid · 09/11/2025 14:45

The last mumsnet post on the matter seems to say as much. If you have other information where they proved that is deemed unethical to use information anyone can access from websites, please provide it.

Mince.

OP posts:
OpheliaWitchoftheWoods · 09/11/2025 15:17

This reply has been withdrawn

This has been withdrawn by MNHQ at the poster's request.

JadeSquid · 09/11/2025 14:45

FuckOffMadison · 09/11/2025 14:43

so it seems the data was ethically sourced.

Hahahaha. Yep, not engaging with you any further. You are deliberately on the wind up here.

The last mumsnet post on the matter seems to say as much. If you have other information where they proved that is deemed unethical to use information anyone can access from websites, please provide it.

FuckOffMadison · 09/11/2025 14:43

so it seems the data was ethically sourced.

Hahahaha. Yep, not engaging with you any further. You are deliberately on the wind up here.

JadeSquid · 09/11/2025 14:39

ArabellaSaurus · 09/11/2025 14:37

Well, I'm sure MNHQ will give your opinion due respect.

MNHQ didn't seem to have a rebuttal to it and as far as I can see, the paper was released and still accessible so it seems the data was ethically sourced.

Veilsofmorning · 09/11/2025 14:38

BigGirlBoxers · 09/11/2025 12:34

I think you are being very generous in your thread title, @ArabellaSaurus to use the word academia. This article is academic in the same sense as a Fisher-Price toy phone is a phone.

It seems to have been written by someone who thinks knotting fashionable jargon together and peppering it with correctly styled references actually counts as research. It is laughable and depressing at the same time. Like ChatGPT on a cocktail of valium and gin.

This!

ArabellaSaurus · 09/11/2025 14:37

JadeSquid · 09/11/2025 14:33

Yes that's where I got the information about the exemptions.

Well, I'm sure MNHQ will give your opinion due respect.

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JadeSquid · 09/11/2025 14:33

ArabellaSaurus · 09/11/2025 13:58

We're talking about scraping. Read up the ICO statement on such, if you want to look into the matter in some depth before commenting. And the Aston Uni threads may be helpful.

Yes that's where I got the information about the exemptions.

JadeSquid · 09/11/2025 14:33

FuckOffMadison · 09/11/2025 14:31

You mean the Aston threads? Yes. I don't think you actually understand the UK law on this subject and I'm assuming you are US based too because licence is spelt with a c.

I dont think thats necessary and I don't think you should need a license to mine the data of publicly available posts.

No just a spelling error. Very much UK based and as I said, it seems there are exemptions that allow this. I think that is why some forums and social media groups are closed to the public. You have to be a member and sign terms and conditions to see the content.

FuckOffMadison · 09/11/2025 14:31

JadeSquid · 09/11/2025 12:24

Did you read the other thread? Admin didn't seem to feel they could challenge their assertion that they could scrape the data based on this exemption.

You mean the Aston threads? Yes. I don't think you actually understand the UK law on this subject and I'm assuming you are US based too because licence is spelt with a c.

I dont think thats necessary and I don't think you should need a license to mine the data of publicly available posts.

TalulaHalulah · 09/11/2025 14:17

JadeSquid · 09/11/2025 10:59

I dont think thats necessary and I don't think you should need a license to mine the data of publicly available posts. It seems more like people are worried about others knowing what they think about certain topics and thought they could share their views here with absolutely no consequence.

No, I don’t think so.
The Aston thread had some references to excellent and ethical work which drew on MN as its source, as well as links about how to use data on forums like MN ethically.
There is also guidance from the U.K. research council on ethical practice with such materials. It’s not difficult to find best practice guidance.

I know you quoted my post by mistake but for me, it’s about ethical use of material. The second part of my post stated how I personally thought a better analysis of the issues covered on FWR could be approached, or indeed any other topic, but I am not being paid to do this as my job, unlike the lead author of this article. My main point is that I believe that the lead author of the article and the co-author have a professional responsibility to source and use data ethically in line with best practice.

ArabellaSaurus · 09/11/2025 13:58

JadeSquid · 09/11/2025 10:59

I dont think thats necessary and I don't think you should need a license to mine the data of publicly available posts. It seems more like people are worried about others knowing what they think about certain topics and thought they could share their views here with absolutely no consequence.

We're talking about scraping. Read up the ICO statement on such, if you want to look into the matter in some depth before commenting. And the Aston Uni threads may be helpful.

OP posts:
ArabellaSaurus · 09/11/2025 13:54

BigGirlBoxers · 09/11/2025 12:34

I think you are being very generous in your thread title, @ArabellaSaurus to use the word academia. This article is academic in the same sense as a Fisher-Price toy phone is a phone.

It seems to have been written by someone who thinks knotting fashionable jargon together and peppering it with correctly styled references actually counts as research. It is laughable and depressing at the same time. Like ChatGPT on a cocktail of valium and gin.

Well, it appears to be supported by NorthWestern University, via that other centre. So I assume this is what passes for academia, currently.

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Helleofabore · 09/11/2025 13:54

MrsOvertonsWindow · 09/11/2025 12:47

So true. There was a poster the other day who posted an endless ChatGPT word salad (of Canadian origin if I recall correctly?) They appeared to have the mistaken belief that women on here, who've been educating ourselves for the last decade, would suddenly collapse in a puff of smoke and say "OK guys, we're wrong - welcome to the undressed women and girls"

It was very funny (albeit also a bit sad)

Yes. They posted the screed from ChatGPT and didn’t stop and think ‘what does this really mean?’ and obviously either didn’t care or didn’t look further to understand the line that ChatGPT took from an extreme activist’s writings that activity did not really have any evidence whatsoever to support it. ChatGPT simply regurgigated it as if it was a profound statement when it actually wasn’t if you interrogated the concept

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