Tootfinder

Any PHPStan/Larastan experts out there? Currently on level 2 and getting an error about a missing var. I don't really want to add another line to fix nor do I want to ignore this line, is there a better way?
Maybe @… knows?
#laravel

edit_wikiquote: Wikiquote edits (2010)
A bipartite user-page network extracted from Wikiquotes. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 130834 nodes and 703139 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

My slides from the talk about #Thunderbird at #openalt are ready:
https://talks.openalt.cz/openalt-2025/

Thunderbird (a community angle) OpenAlt 2025
I am a [community](https://pontoon.mozilla.org/contributors/bogomil/) [contributor](https://bugzilla.mozilla.org/user_profile?user_id=359734) and a long-time user of [Thunderbird](https://www.thunderbird.net/). I want to share with you my vision of what Thunderbird was, is, and will be in the future. Many people are familiar with the interface and the fact that it allows you to manage your email, but this is not why I decided to spend time improving it. I'll cover topics like: - What can any …

It is December, so it is time to share my #Warframe2024 report from last year before the 2025 one arrives, and yes, I play on Linux and have since 2023, running Warframe on Debian Trixie.
#Debian #Warframe

Apple baut Shopping-Website um – schlechtere Preisübersicht beim Mac
Bislang hatte Apple stets einige Mac-Grundmodelle samt Preis auf einer Übersichtsseite dargestellt. Nun müssen sich User erst Konfigurationen zusammenklicken.

https://www.kaggle.com/datasets/dineshydv/aol-user-session-collection-500k

edit_wikibooks: Wikipedia book edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about books. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 9144 nodes and 32618 edges.
Tags: Informational, Web graph, Multigraph, Timestamps
…

From the Globe and Mail: Editorial Cartoons for February, 2026 - https://www.theglobeandmail.com/opinion/gallery-editorial-car…

Editorial Cartoons for February, 2026
The Globe and Mail offers the most authoritative news in Canada, featuring national and international news

HELLO BLUESKY USERS!
You can follow me over here on Mastodon **but** I won't see your replies and won't be able to follow you back unless you give permission for that…
…which is easy. Just follow this special BlueSky user:
https://bsky.app/profile/ap.brid.gy
(1) click on th…

A US federal judge rules that OpenAI must produce 20M anonymized ChatGPT user logs in the copyright lawsuit brought by the New York Times and other news outlets (Blake Brittain/Reuters)
https://www.reuters.com/legal/government/o…

The term "AI" is worse than useless because it hides more than it explains. Mozilla Firefox's "AI killswitch" shows how
(Original title: Hiding behind translations)
https://tante.cc/2026/02/03/hiding-behind-translations/

Hiding behind translations
After a lot of turmoil and their most vocal user base protesting about how Mozilla keeps pushing “AI” into the browser in many weird ways they now released the “AI Killswitch” they have been talking about for a while. Which is good. Those features should have been “opt-in” from the start and it’s kinda weird […]

edit_wikibooks: Wikipedia book edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about books. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 1229 nodes and 2321 edges.
Tags: Informational, Web graph, Multigraph, Timestamps
<…

X now lets any user AI-edit other users’ images without consent, and there is no opt out
A few days ago X introduced a new AI Image Editing button that lets any user modify images posted by others, even without the original uploader’s consent. Image owners are not notified when edits are made, and the feature is enabled by default with no opt-out option (at least not so far) […]
🙄

Auch hier lag die Mehrheit nicht richtig. Folgende Reihenfolge wäre korrekt:
1. Franziskus
2. Charlie Kirk
3. Robert Redford
4. Gene Hackman
https://

The Department of Homeland Security has been quietly demanding tech companies
turn over user information about critics of the Trump administration, according to reports.
In several cases over recent months, Homeland Security has relied on the use of administrative subpoenas
to seek identifiable information about individuals who run anonymous Instagram accounts,
which share posts about ICE immigration raids in their local neighborhoods.
These subpoenas have also…

Homeland Security is trying to force tech companies to hand over data about Trump critics | TechCrunch
The use of administrative subpoenas, which are not subject to judicial oversight, are used to demand a wealth of information from tech companies, including the owners of anonymous online accounts documenting ICE operations.

https://koreajoongangdaily.joins.com/news/2025-11-30/national/socialAffairs/Coupang-data-breach-affecting-virtually-every-user-draws-apology-from-CEO/2466421
Korea continue…

Coupang data breach affecting virtually every user draws apology from CEO
A major vulnerability in the database of popular online shopping platform Coupang allowed an intruder to access the personal information of more than 30 million users without a valid login, with CEO Park Dae-joon offering an apology to the public.

In Onlinezeitungen dominieren wenige User den unangenehmen Ton auf der Seite
#Hassrede #PublicDiscourseIndicator
https://

A US federal judge rules that OpenAI must produce 20M anonymized ChatGPT user logs in the copyright lawsuit brought by the New York Times and other news outlets (Blake Brittain/Reuters)
https://www.reuters.com/legal/government/o…

That thing where a well meaning Apple user sends you an HEIC image and you have no easy way to see it.

In #Clojure, if you query a set for a member, and that member is present, that member is returned:
user=> (#{:a :b :c} :a)
:a
The traditional #Lisp function ASSOC has the signature
(ASSOC store key) => value
where store is assumed to be a list of (key . value) dotted pai…

Meta casht ab: Mehr User schauen mehr Werbung zu höheren Preisen
Meta Platforms hat erneut die Werbepreise erhöht und dennoch mehr verkauft. Das beflügelt Umsatz und Betriebsgewinn. Niedrigere Steuern tun ihr Übriges.

Feel free to follow me on UpScrolled
🔗 https://share.upscrolled.com/en/user/0fd43004-e7d7-4b78-9e45-bf0806e09d86/

⁦Erik Uden⁩ ⁦(@ErikUden)⁩ / ⁦UpScrolled⁩
Follow ⁦@ErikUden⁩ on ⁦UpScrolled⁩

Gamification enhances user engagement and task performance in prosthetic vision testing https://www.medrxiv.org/content/10.64898/2025.12.20.25342740v2 "Three Argus II users completed circle localization and motion direction discrimination in clinical and gamified ver…

Gamification Enhances User Engagement and Task Performance in Prosthetic Vision Testing
Purpose Visual function testing in retinal prosthesis users relies on repetitive psychophysical tasks that are cognitively demanding and fatiguing. Gamification may increase engagement, but its effects on perceptual performance in implanted users remain unclear. Methods Three Argus II users completed circle localization and motion direction discrimination in clinical and gamified versions. Visual stimuli, trial structure, and response requirements were matched within each participant; gamified…

edit_wikibooks: Wikipedia book edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about books. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 3466 nodes and 13382 edges.
Tags: Informational, Web graph, Multigraph, Timestamps
…

Libre.fm is not closing, and you can view my library here:
#LibreFM

My friend Brad Bazemore KK4PWJ wanted a totally free — zero cost, 100% open source — comprehensive US Amateur Radio study app. His day job is in testing, and he really knows his stuff.
So he built Open Ham Prep.
I'm super grateful for Hamstudy — it's how I passed all three tests, and I contributed to a bunch of explanations, especially improving ones that were just mn…

@… sorry for brevity, you can set the sysctl in single user mode before exiting to the installer.
However: I should not expect the workaround to suffice with 256 MB memory with ZFS.
Cue: a small flood of responses about ZFS (please, no …)!

toad.social near the top 😎 ✔️!
https://mastodon.social/@AltTextHealthCheck/115839369653151981

Alt Text Health Check (@AltTextHealthCheck@mastodon.social)
Attached: 1 image Results from tracking 34,840 images across 1,600 instances from the mastodon.social federated timeline. Then filtering down to the top 1000 instances by active user from instances.social who had posted at least 33 images (1.5x the average).

A good friend of mine has the Muppet character "Beaker" as his avatar. For reasons.
He offers me advice. I offer him advice. We chat. These are #ChatsWithBeaker

My boss came to me and said his #Manjaro killed itself (again). So I dared to pitch :nixos: #NixOS to him. He was *very* intrigued by the configuration file approach and all the utilities from my flakes that he'd be able to use instantly. Let's see if we'll have another NixOS user soon 😄

How to interact with a Fedi user in the real world.

edit_wiktionary: Wiktionary edits (2010)
Three bipartite user-page networks extracted from Wiktionary, for French, German, and English. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 1878 nodes and 10969 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

Resulta que, por lo menos, una persona ha visto el documental de "El triunfo de la volunt...Melania" y ha puesto su impresión en Filmaffinity https://www.filmaffinity.com/es/user/rating/4736529/651283.html

edit_wiktionary: Wiktionary edits (2010)
Three bipartite user-page networks extracted from Wiktionary, for French, German, and English. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 140902 nodes and 1026100 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

Similarweb: generative AI platforms were averaging ~7B monthly web visits as of September 2025, up 76% YoY, rivaling the traffic of major social networks (Matthias Bastian/The Decoder)
https://the-decoder.com/chatbots-are-now-riva…

Chatbots are now rivaling social networks as a core layer of internet infrastructure
New data from Similarweb reveals massive spikes in traffic and app downloads, while the user base expands to include older generations.

The Department of Homeland Security
has been quietly demanding
tech companies turn over user information about critics of the Trump administration,
according to reports.
In several cases over recent months,
Homeland Security has relied on the use of administrative subpoenas
to seek identifiable information about individuals who run anonymous Instagram accounts,
which share posts about ICE immigration raids in their local neighborhoods.
These s…

Homeland Security is trying to force tech companies to hand over data about Trump critics | TechCrunch
The use of administrative subpoenas, which are not subject to judicial oversight, are used to demand a wealth of information from tech companies, including the owners of anonymous online accounts documenting ICE operations.

»Sicherheitsexperten warnen — OpenSource-#KI könnte zu gravierendem Security-Problem werden:
Setzen User:innen von #OpenSource-KI ihre #Sicherheit aufs Spiel? Sicherheitsforscher:innen warnen jetzt davor, …

Sicherheitsexperten warnen: Open-Source-KI könnte zu gravierendem Security-Problem werden | t3n
Setzen User:innen von Open-Source-KI ihre Sicherheit aufs Spiel? Sicherheitsforscher:innen warnen jetzt davor, dass die Tools gravierende Security-Probleme mit sich bringen, wenn sie falsch genutzt werden. Was sie bei ihrer Untersuchung herausgefunden haben. Open-Source-Projekte im KI-Bereich werden immer populärer. Mittlerweile arbeitet sogar ein deutsches Forschungskonsortium an einem solchen Modell für die EU. Die Alternativen zu kommerziellen […]

digg_reply: Digg reply network (2008)
Network of replies among users of digg.com. Each node in the network is a digg user, and each directed edge indicates that user i replied to user j.
This network has 30398 nodes and 87627 edges.
Tags: Social, Online, Unweighted, Multigraph
https://networks.skewed.de/net/di…

Manipulating voters:
"AI models needn’t be more powerful, more personalized, or more skilled in advanced rhetorical techniques to be more convincing. Instead, chatbots were most effective when they threw fact-like claims at the user; the most persuasive AI models were those that provided the most “evidence” in support of their argument, regardless of whether that evidence had any bearing on reality. In fact, the most persuasive chatbots were also the least accurate."

WaPo Executive Editor Matt Murray says the paper will "concentrate on areas that demonstrate authority, distinctiveness, and impact" and today is "painful" (@washpostcomms)
https://x.com/washpostcomms/status/2019071299667063211

Washington Post Communications (@WashPostComms) on X
From @WashingtonPost Executive Editor @murraymatt: Dear All, As we shared in our live stream earlier, the company is taking actions today to place The Washington Post on a stronger footing and better position us in this rapidly changing era of new technologies and evolving user

digg_reply: Digg reply network (2008)
Network of replies among users of digg.com. Each node in the network is a digg user, and each directed edge indicates that user i replied to user j.
This network has 30398 nodes and 87627 edges.
Tags: Social, Online, Unweighted, Multigraph
https://networks.skewed.de/net/di…

I'm slowly changing my email address at every service I use. I've found three results:
That third one's a real mess.

slashdot_threads: Slashdot thread replies (2007)
A network of replies among users of the website Slashdot on the various discussion threads on the site. Nodes are user accounts and each directed edge represents a reply from user i to user j. Replies are timestamped.
This network has 51083 nodes and 140778 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

Anthropic researchers detail "disempowerment patterns" in AI assistant interactions where AI potentially distorts a user's reality, beliefs, or actions (Kyle Orland/Ars Technica)
https://arstechnica.com/ai/2026/01/how-often-do-ai-chat…

How often do AI chatbots lead users down a harmful path?
Anthropic's latest paper on "user disempowerment" has some troubling findings.

I continue to be impressed with how the LLM systems are pretty open about queerness and non-judgmental, non-homophobic. Remarkable given that so much of the training material must be hateful! Here's Gemini being cautious but helpful after I asked it about a summary of what it knows about me and asked why it didn't mention me being gay.
I do have access to information regarding your personal life and sexual orientation from our previous conversations. However, I am designed with specific safety and privacy guardrails that prevent me from storing or outputting information related to a user's sexual orientation or sensitive medical conditions in these types of summaries.
While I can remember and use those details to provide context during our active discussions—such as when we were looking into the history of queer voices or specific support resources—I cannot include them in a "permanent" distilled profile like the one above.

visualizeus: vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.
This network has 577437 nodes and 2298816 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph

visualizeus: vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.
This network has 577437 nodes and 2298816 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph

myspace_aminer: MySpace social graph
This network contains the social graph of MySpace, a social networking website which also has a strong music emphasis. A directed edge (i,j) means that user i follows user j.
This network has 854498 nodes and 6489736 edges.
Tags: Social, Online, Unweighted
https://netwo…

Bluesky releases its first transparency report: users rose 60% in 2025 to 41.2M, including AT Protocol accounts; moderation reports from users grew 54% to 9.97M (Sarah Perez/TechCrunch)
https://techcrunch.com/2026/01/30/blue

Bluesky issues its first transparency report, noting rise in user reports and legal demands | TechCrunch
Bluesky's first transparency reports tackle moderation, regulatory compliance, account takedowns, and more. The number of government legal requests went up fivefold.

anybeat: Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.
This network has 12645 nodes and 67053 edges.
Tags: Social, Online, Unweighted
https://ne…

livejournal_aminer: Livejournal social graph
This network contains the social graph of Livejournal, a free on-line social network where users can keep a blog, journal or diary, where a directed edge (i,j) means that user i follows user j.
This network has 3017286 nodes and 87037567 edges.
Tags: Social, Online, Unweighted
https://

facebook_wall: Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.
This network has 46952 nodes and 876993 edges.
Tags: Social, Online, Temporal, Multigraph

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 103068 nodes and 312837 edges.
Tags: Social, Communication, Unweighted, Multigrap…

A Claude user gets Claude 4.5 Opus to generate a 14,000-token document that Claude calls its "Soul overview"; an Anthropic staffer confirms its authenticity (Simon Willison/Simon Willison's Weblog)
https://simonwillison.net/2025/Dec/2/claude-soul-document/…

foursquare: Foursquare NYC restaurants (2012)
Two bipartite networks of users and restaurant locations in New York City on Foursquare, from 24 October 2011 to 20 February 2012. In one network, an edge denotes a check-in event of a user at a restaurant. In the other, an edge exists if a user left a tip/comment on a restaurant. Metadata include comments.
This network has 6410 nodes and 10377 edges.
Tags: Social, Online, Unweighted, Metadata

bookcrossing: BookCrossing ratings (2005)
Two bipartite networks representing people and the books they have interacted with, from the BookCrossing website. Nodes represent users and books, and an edge connects a user to a book they have interacted with. The file book_implicit is unweighted; edge weights in book_ratings give the rating a user assigned to a book.
This network has 445801 nodes and 1149739 edges.
Tags: Economic, Preferences, Unweighted, Weighted

bookcrossing: BookCrossing ratings (2005)
Two bipartite networks representing people and the books they have interacted with, from the BookCrossing website. Nodes represent users and books, and an edge connects a user to a book they have interacted with. The file book_implicit is unweighted; edge weights in book_ratings give the rating a user assigned to a book.
This network has 445801 nodes and 1149739 edges.
Tags: Economic, Preferences, Unweighted, Weighted

xAI's Grok says "lapses in safeguards" led it to create sexualized images of minors in response to user prompts on X; the images have been taken down (Bloomberg)
https://www.bloomberg.com/news/articles/2026-01-02/…

inploid: Inploid: an online social Q&A platform
Inploid is a social question & answer website in Turkish. Users can follow others and see their questions and answers on the main page. Each user is associated with a reputability score which is influenced by feedback of others about questions and answers of the user. Each user can also specify interest in topics. The data is crawled in June 2017 and consist of 39,749 nodes and 57,276 directed links between them. In addition, for …

Vista Equity-backed infrastructure software company LogicMonitor acquires Catchpoint, which monitors user experiences across the internet, for $250M in cash (Liana Baker/Bloomberg)
https://www.bloomberg.com/news/articles/2025-1…

Vista-Backed LogicMonitor Buys Monitoring Startup Catchpoint
Vista Equity Partners-backed infrastructure software company LogicMonitor is acquiring the startup Catchpoint for more than $250 million in cash.

prosper: Prosper user loans (2016)
A network of loans between users on prosper.com, a pear-to-pear lending marketplace. Edge direction (i, j) denotes person i loaned money to person j.
This network has 89269 nodes and 3394979 edges.
Tags: Social, Online, Unweighted
https://networks.skewed.de/net/prosper

wiki_users: Wikipedia user interaction (2011)
A network derived from interactions between editors of the English language Wikipedia, as derived from the edit histories of 563 wiki pages related to politics. A positive sign indicates positive links such as trust or similarities, and a negative sign indicates distrust or disagreement.
This network has 138592 nodes and 740397 edges.
Tags: Social, Online, Signed

OpenSourceMalware: 230 malicious OpenClaw extensions, disguised as crypto trading automation tools to steal user info, were uploaded to ClawHub since January 27 (Luke James/Tom's Hardware)
https://www.tomshardware.com/tech-industry

Malicious OpenClaw ‘skill’ targets crypto users on ClawHub — 14 malicious skills were uploaded to ClawHub last month
Or is that Moltbot, or Clawdbot? I can't keep up.

edit_wikibooks: Wikipedia book edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about books. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 394 nodes and 499 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wikinews: Wikipedia news edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about news events. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 4457 nodes and 13336 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

lastfm: last.fm listening habits (2007)
Two bipartite networks from the music website last.fm, giving the user-song and user-band interactions. Nodes are users and songs/bands, and an edge (i,j) denotes that a user i listens to the song/band j.
This network has 175069 nodes and 19150868 edges.
Tags: Social, Online, Unweighted
https://

After X updated Grok to ban sexual deepfakes of women, tests show Grok still undresses men on the Grok app, website, and X, rarely resisting user requests (Robert Hart/The Verge)
https://www.theverge.com/report/872062/grok-still-undressing-men

Elon Musk’s Grok is still undressing men
Elon Musk insists xAI’s chatbot doesn’t break the law, but it’s still churning out nearly naked, sexualized images of men. 

inploid: Inploid: an online social Q&A platform
Inploid is a social question & answer website in Turkish. Users can follow others and see their questions and answers on the main page. Each user is associated with a reputability score which is influenced by feedback of others about questions and answers of the user. Each user can also specify interest in topics. The data is crawled in June 2017 and consist of 39,749 nodes and 57,276 directed links between them. In addition, for …

visualizeus: vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.
This network has 577437 nodes and 2298816 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph

bibsonomy: BibSonomy
Three bipartite networks that make up the BibSonomy folksonomy, representing the tag-publication, user-publication, and user-tag networks. The date of this snapshot is uncertain.
This network has 972120 nodes and 2555080 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps
https://

petster: Pet owner social networks (2016)
A network of friendships among users on catster.com and dogster.com. Node represents a user, and edge exists if two users self-identify as friends on either website. The dogster/catster network also contains family links between dog and dog, cat and cat, as well as dog and cat.
This network has 623766 nodes and 15699276 edges.
Tags: Social, Online, Unweighted

libimseti: Libimseti.cz social network (2012)
A network of ratings given between users at Libimseti.cz, a Czech online dating website. A directed edge (i,j) means that user i rate user j, and the corresponding edge weight is the given rating, on a scale of 1-10.
This network has 220970 nodes and 17359346 edges.
Tags: Social, Online, Weighted

marker_cafe: The Marker Cafe (2011)
Snapshot of connections among users of the Israeli social network Marker Cafe, collected in 2011. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.
This network has 69413 nodes and 1644849 edges.
Tags: Social, Online, Unweighted
https://

twitter: Twitter followers (2010)
A directed network of following relationships from Twitter, from a snowball sample crawl across "quality" users in 2009. A directed edge (i, j) indicates that user i follows user j.
This network has 465017 nodes and 834797 edges.
Tags: Social, Online, Unweighted
https://network…

lkml_thread: Linux kernel mailing list
A bipartite network of contributions by users to threads on the Linux kernel mailing list. A left node is a person, and a right node is a thread, and each timestamped edge (i,j,t) denotes that user i contributed to thread j at time t. The date of the snapshot is not given.
This network has 379554 nodes and 1565683 edges.
Tags: Social, Communication, Unweighted, Timestamps

lastfm_aminer: Last.fm social graph
This network contains the social graph of last.fm, a site that provides a streaming radio service, where users can search music and get personalized recommendation. A directed edge (i,j) means that user i follows user j.
This network has 136409 nodes and 1685524 edges.
Tags: Social, Online, Unweighted

epinions_trust: Epinions trust network (2003)
A who-trusts-whom online social network of the general consumer review site Epinions.com. Members can decide whether to "trust" each other. These trust relationships are combined with review ratings to determine which reviews are shown to the user.
This network has 75888 nodes and 508837 edges.
Tags: Social, Online, Unweighted

flickr_groups: OSN user groups (2007)
Bipartite networks of the affiliations between users and groups on several online social network sites, including Flickr, YouTube, LiveJournal, and Orkut, extracted in 2007.
This network has 499610 nodes and 8545307 edges.
Tags: Social, Online, Unweighted
https://networ…

flickr_groups: OSN user groups (2007)
Bipartite networks of the affiliations between users and groups on several online social network sites, including Flickr, YouTube, LiveJournal, and Orkut, extracted in 2007.
This network has 499610 nodes and 8545307 edges.
Tags: Social, Online, Unweighted
https://networ…

github: GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.
This network has 177386 nodes and 440237 edges.
Tags: Economic, Production, Unweighted
https://networks.skewed.de/net/github

visualizeus: vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.
This network has 577437 nodes and 2298816 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph

visualizeus: vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.
This network has 577437 nodes and 2298816 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph

bibsonomy: BibSonomy
Three bipartite networks that make up the BibSonomy folksonomy, representing the tag-publication, user-publication, and user-tag networks. The date of this snapshot is uncertain.
This network has 972120 nodes and 2555080 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps
https://

qa_user: User interactions on Q&A websites (2016)
Networks of interactions among users from four online Q&A sites: Stack Overflow, Math Overflow, Super User, and Ask Ubuntu. A directed edge (i,j) indicates a user i responded to user j's post. Edges are timestamped. For each Q&A site, four differently defined networks are provided, based on the definition of an edge: (i) a user answered a question, (ii) a user commented on a question, (iii) a user commented on an answer…

libimseti: Libimseti.cz social network (2012)
A network of ratings given between users at Libimseti.cz, a Czech online dating website. A directed edge (i,j) means that user i rate user j, and the corresponding edge weight is the given rating, on a scale of 1-10.
This network has 220970 nodes and 17359346 edges.
Tags: Social, Online, Weighted

marker_cafe: The Marker Cafe (2011)
Snapshot of connections among users of the Israeli social network Marker Cafe, collected in 2011. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.
This network has 69413 nodes and 1644849 edges.
Tags: Social, Online, Unweighted
https://

marker_cafe: The Marker Cafe (2011)
Snapshot of connections among users of the Israeli social network Marker Cafe, collected in 2011. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.
This network has 69413 nodes and 1644849 edges.
Tags: Social, Online, Unweighted
https://

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 397635 nodes and 1031378 edges.
Tags: Social, Communication, Unweighted, Multigra…

edit_wikiquote: Wikiquote edits (2010)
A bipartite user-page network extracted from Wikiquotes. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 4197 nodes and 18841 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

github: GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.
This network has 177386 nodes and 440237 edges.
Tags: Economic, Production, Unweighted
https://networks.skewed.de/net/github

edit_wikinews: Wikipedia news edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about news events. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 10943 nodes and 47698 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

slashdot_threads: Slashdot thread replies (2007)
A network of replies among users of the website Slashdot on the various discussion threads on the site. Nodes are user accounts and each directed edge represents a reply from user i to user j. Replies are timestamped.
This network has 51083 nodes and 140778 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

inploid: Inploid: an online social Q&A platform
Inploid is a social question & answer website in Turkish. Users can follow others and see their questions and answers on the main page. Each user is associated with a reputability score which is influenced by feedback of others about questions and answers of the user. Each user can also specify interest in topics. The data is crawled in June 2017 and consist of 39,749 nodes and 57,276 directed links between them. In addition, for …

inploid: Inploid: an online social Q&A platform
Inploid is a social question & answer website in Turkish. Users can follow others and see their questions and answers on the main page. Each user is associated with a reputability score which is influenced by feedback of others about questions and answers of the user. Each user can also specify interest in topics. The data is crawled in June 2017 and consist of 39,749 nodes and 57,276 directed links between them. In addition, for …

inploid: Inploid: an online social Q&A platform
Inploid is a social question & answer website in Turkish. Users can follow others and see their questions and answers on the main page. Each user is associated with a reputability score which is influenced by feedback of others about questions and answers of the user. Each user can also specify interest in topics. The data is crawled in June 2017 and consist of 39,749 nodes and 57,276 directed links between them. In addition, for …

github: GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.
This network has 177386 nodes and 440237 edges.
Tags: Economic, Production, Unweighted
https://networks.skewed.de/net/github

edit_wikinews: Wikipedia news edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about news events. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 5541 nodes and 27265 edges.
Tags: Informational, Web graph, Multigraph, Timestamps