Tootfinder

Opt-in global Mastodon full text search. Join the index!

@netzschleuder@social.skewed.de
2026-02-03 05:00:05

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. 39749 nodes, 57276 edges. https://networks.skewed.de/net/inploid
@usul@piaille.fr
2026-04-03 11:43:54

lhirlimann's Diary | Cool newer images for mongolia | OpenStreetMap
#osm

@arXiv_csOS_bot@mastoxiv.page
2026-02-04 07:41:57

ProphetKV: User-Query-Driven Selective Recomputation for Efficient KV Cache Reuse in Retrieval-Augmented Generation
Shihao Wang, Jiahao Chen, Yanqi Pan, Hao Huang, Yichen Hao, Xiangyu Zou, Wen Xia, Wentao Zhang, Haitao Wang, Junhong Li, Chongyang Qiu, Pengfei Wang
arxiv.org/abs/2602.02579 arxiv.org/pdf/2602.02579 arxiv.org/html/2602.02579
arXiv:2602.02579v1 Announce Type: new
Abstract: The prefill stage of long-context Retrieval-Augmented Generation (RAG) is severely bottlenecked by computational overhead. To mitigate this, recent methods assemble pre-calculated KV caches of retrieved RAG documents (by a user query) and reprocess selected tokens to recover cross-attention between these pre-calculated KV caches. However, we identify a fundamental "crowding-out effect" in current token selection criteria: globally salient but user-query-irrelevant tokens saturate the limited recomputation budget, displacing the tokens truly essential for answering the user query and degrading inference accuracy.
We propose ProphetKV, a user-query-driven KV Cache reuse method for RAG scenarios. ProphetKV dynamically prioritizes tokens based on their semantic relevance to the user query and employs a dual-stage recomputation pipeline to fuse layer-wise attention metrics into a high-utility set. By ensuring the recomputation budget is dedicated to bridging the informational gap between retrieved context and the user query, ProphetKV achieves high-fidelity attention recovery with minimal overhead. Our extensive evaluation results show that ProphetKV retains 96%-101% of full-prefill accuracy with only a 20% recomputation ratio, while achieving accuracy improvements of 8.8%-24.9% on RULER and 18.6%-50.9% on LongBench over the state-of-the-art approaches (e.g., CacheBlend, EPIC, and KVShare).
toXiv_bot_toot

@kubikpixel@chaos.social
2026-02-02 16:05:17

»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, …

@qbi@freie-re.de
2026-04-03 09:34:57

Früher hieß es, der Beweis ist trivial oder so. Das ist eine schöne Steigerung. 😉
via #math

Ein Lemma wird angegeben. Der Beweis dazu: "Ask a toddler on the street."
@macandi@social.heise.de
2026-02-03 10:05:00

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.

@netzschleuder@social.skewed.de
2026-02-02 16:00:12

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

lastfm: last.fm listening habits (2007). 175069 nodes, 19150868 edges. https://networks.skewed.de/net/lastfm#band
@NicolasGriseyDemengel@piaille.fr
2026-03-01 17:18:43

> The Slow Death of the Power User
> That is not an argument for giving up. It is an argument for being considerably angrier about it than most people currently are.
fireborn.mataroa.blog/blog/the

@bici@mastodon.social
2026-02-04 03:11:19

From the Globe and Mail: Editorial Cartoons for February, 2026 - theglobeandmail.com/opinion/ga

@DamonHD@mastodon.social
2026-04-03 18:34:20

#listeningTo #nowListening soundcloud.com/user-762830252/

@publicvoit@graz.social
2026-03-01 07:51:18

"The #userinterfaces of the late ’90s were the last ones designed by people who actually cared, by people who approached the whole process with the end user in mind, rooted in scientific data collected by simply looking at people use their ideas. They were optimised for the user as best they could, instead of being optimised for the company’s bottom line.
It’s been downhill ever sin…

Steve Bourne is internationally known for his work on the UNIX operating system.
During his career he spent 20 years in senior engineering management positions at computer systems and networking companies.
These included Cisco Systems, Sun Microsystems, Digital Equipment and Silicon Graphics.
Since 2000 he has been Chief Technology Officer at El Dorado Ventures (now Rally Ventures) in Menlo Park, California
Upcoming
The Design of Unix Shell, Stephen R. Bourne
…

@Techmeme@techhub.social
2026-03-04 11:16:20

X user TheGhostOfHope, one of top Call of Duty leakers, says Activision "legally demanded that I stop leaking and disseminating confidential information" (Jess Weatherbed/The Verge)
theverge.com/games/888858/call

@migueldeicaza@mastodon.social
2026-04-03 12:38:36

The herpes of the internet is back at it: browsergate.eu/

@netzschleuder@social.skewed.de
2026-02-03 13:00:05

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
networks.skewed.de/net/di…

digg_reply: Digg reply network (2008). 30398 nodes, 87627 edges. https://networks.skewed.de/net/digg_reply
@lightweight@mastodon.nzoss.nz
2026-02-02 21:56:23

Huh, cool. A #Fediverse professional network: nolto.social/ 🤞🏻 that it makes progress. The current sway of a shit platform like LinkedIn sorta makes me puke in my mouth regularly.

@davidaugust@mastodon.online
2026-04-04 00:05:55

🚀💨🎒😝

Post by the user "cosmic_background" with the text "The real story of Artemis, the perfect heist," featuring two side-by-side photos of a man near a rocket launchpad: in the first photo, he bends down holding a backpack as if about to stuff the rocket into it, and in the second photo, the rocket is no longer on the launchpad, he is walking away wearing the backpack and peering out from behind his sunglasses warily.
@ErikUden@mastodon.de
2026-01-30 21:10:44

Feel free to follow me on UpScrolled
🔗 share.upscrolled.com/en/user/0

@heiseonline@social.heise.de
2026-01-28 23:48:00

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.

@bourgwick@heads.social
2026-03-02 19:16:59

velvet underground researchers have apparently confirmed that this audio from a random youtube user is genuinely the band's long-lost july 8th, 1967 performance from upbeat, a cleveland teen tv show, doing the unreleased "guess i'm falling in love" complete with screaming girls. youtube.com/watch?v=GU2UNyDoN_M…

——————————————————————————— ee. L)

§ (Ch. 5) Upbeat: Comedienne Donna
Jean Shc Marvin Gaye and Tam-
my Terrell, Music Explosion, Fifth
Estate, American Breed, the Chylds,
Robie Porter, Jive Five, Lesley Mil- 1

ler, Velvet Underground. Color. y
@Kingu@sakurajima.moe
2026-03-02 17:37:46

Average Mastodon user

@simon_brooke@mastodon.scot
2026-02-03 14:26:47

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…

@tezoatlipoca@mas.to
2026-02-02 21:22:30

Dear #software #productmanagers. If you think this is an acceptable user facing error message
`ERROR - We apologize, but an unexpected internal problem occurred. Please provide your System Admin or Technical Support this Correlation ID for further details. Correlation ID: 38ad76f8-0131-4f56-b065-58991…

@al3x@hachyderm.io
2026-03-02 17:40:17

Help needed: my user home uses 12GB of space. Still #macOS Tahoe reports that my Mac Mini 256GB is out of space.
Obviously #macOS Tahoe shits its pants and doesn't work when low on space.
Space Gremlin Pro reports 200GB Restricted Files. No idea what that' is but that's pretty close to the vanished space.

@mot@chaos.social
2026-04-03 20:54:45

Sind User Sessions unter Python Web Frameworks wie Flask und FastAPI wirklich so beschissen, oder bilde ich mir das nur ein? Entweder es werden Session-Daten Client-seitig (signiert) in Cookies bzw. JWT gespeichert, oder die Server-seitigen Implementierungen brauchen aufgeblähte Datenbanken :(

@mcdanlj@social.makerforums.info
2026-01-04 03:33:17

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…

Screenshot showing Open Ham Prep in light mode immediately after logging in as a new user.
@markhburton@mstdn.social
2026-04-04 08:16:14

Microsoft owned LinkedIn Is Illegally Searching Your Computer
Microsoft is running one of the largest corporate espionage operations in modern history.
BrowserGate
browsergate.eu/

@grahamperrin@bsd.cafe
2026-02-04 00:56:50

@… 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 …)!

@seeingwithsound@mas.to
2026-03-02 13:37:00

For historians: document listing the two blind recipients of an Argus II retinal implant of Second Sight Medical Products and one blind user of The vOICe vision glasses participating at the Neurothlon 2018 contest in Samara, Russia, won by the user of The vOICe. #BCI #NeuroTech

Photo of text document, in Russian.
@cdamian@rls.social
2026-03-02 12:52:45

WTF
"California introduces age verification law for all operating systems, including Linux and SteamOS — user age verified during OS account setup" | Tom's Hardware
tomshardware.com/software/oper

@nelson@tech.lgbt
2026-01-04 00:26:13

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.

@awinkler@openbiblio.social
2026-01-31 20:39:04

Die halbautomat. Erschließung des Seminars für Orientalische Sprachen #SOS für den #Editathon klappt einigermaßen gut: Vorlesungsverzeichnisse der HU ziehen und parsen -> Bilder der Abschnitte zum Seminar herunterladen -> mit qwen-vl strukturieren -> mit OpenRefine reconcilen. Das Ergebni…

@nobodyinperson@fosstodon.org
2026-02-04 10:27:30

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 😄

@fanf@mendeddrum.org
2026-01-31 18:42:03

from my link log —
Eagle Mode: a zoomable user interface.
eaglemode.sourceforge.net/
saved 2026-01-31 dotat.at/:/XIJ5E.html

@ErikJonker@mastodon.social
2026-03-31 07:47:46

Older paper but worth reading: "Our findings reveal that mechanisms embedded in modern E2EE messaging architectures – such as delivery receipts and multi-device support – can have significant implications on user privacy. Consequently, it is essential to balance functional requirements, usability and convenience with privacy and security, particularly in E2EE applications that are inherently privacy-sensitive per design."

@Mediagazer@mstdn.social
2026-01-30 17:56:08

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)
techcrunch.com/2026/01/30/blue

@jdrm@social.linux.pizza
2026-02-02 12:36:37

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 filmaffinity.com/es/user/ratin

@aral@mastodon.ar.al
2026-04-01 15:15:42

So Anthropic employees are using Claude Code to contribute AI-generated code to open source repositories and hiding the fact using their own internal “undercover mode”.
Totally trustworthy people.
(Any open source project that at the very least requires disclosure of AI-authored contributions should immediately ban Anthropic employees on principle.)
#AI

Source code detail from Claude Code: export function getUndercoverInstructions(): string {
  if (process.env.USER_TYPE === 'ant') {
    return `## UNDERCOVER MODE — CRITICAL

You are operating UNDERCOVER in a PUBLIC/OPEN-SOURCE repository. Your commit
messages, PR titles, and PR bodies MUST NOT contain ANY Anthropic-internal
information. Do not blow your cover.

NEVER include in commit messages or PR descriptions:
- Internal model codenames (animal names like Capybara, Tengu, etc.)
- Unreleased…
@Techmeme@techhub.social
2026-04-04 00:25:50

Sources: Mark Zuckerberg is back to writing code after a two-decade hiatus, submitting three diffs to Meta's monorepo, and is a heavy user of Claude Code CLI (Gergely Orosz/The Pragmatic Engineer)
newsletter.pragmaticengineer.c

@sean@scoat.es
2026-03-31 21:11:36

If your API returns 201 or 400 when creating a user (400 if the user already exists), but you also return 400 when the app "firewall" otherwise-silently drops requests because the requestor has hit hilariously small rate limits, you should probably lose your API license.
(You should almost certainly be using 409 and 429, respectively. 400 We Didn't Do Any Work is cheating.)
Also here's a little tip for you: HTTP header names are case-insensitive.
API desig…

@netzschleuder@social.skewed.de
2026-03-03 16:00:16

citeulike: CiteULike
Three bipartite networks that make up the CiteULike folksonomy, representing the tag-publication, user-publication, and user-tag networks. The date of this snapshot is uncertain.
This network has 885046 nodes and 2411819 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps

citeulike: CiteULike. 885046 nodes, 2411819 edges. https://networks.skewed.de/net/citeulike

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…

@Kingu@sakurajima.moe
2026-04-02 20:59:07

/\b(wtf|shit|fuck|horrible|awful|terrible)\b/i
This is how the near-sentient LLM overlord detect if the user is frustrated :)

@netzschleuder@social.skewed.de
2026-03-02 23:00:08

jester: Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to 10. The two files differ by how many joke nodes are included, 100 or 150.
This network has 73521 nodes and 4136360 edges.
Tags: Economic, Preferences, Weighted

jester: Jester joke ratings (2001). 73521 nodes, 4136360 edges. https://networks.skewed.de/net/jester
@kubikpixel@chaos.social
2026-03-29 10:05:12

Google-Agent vs Googlebot: Google Defines the Technical Boundary Between User Triggered AI Access and Search Crawling Systems Today
As Google integrates AI capabilities across its product suite, a new technical entity has surfaced in server logs: Google-Agent. For software devs, understanding this entity is critical for distinguishing between automated indexers and real-time, user-initiated requests.
🤖

@Techmeme@techhub.social
2026-02-02 04:20:38

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

@tezoatlipoca@mas.to
2026-02-02 18:55:07

I hate #Microsoft #Sharepoint with the fire of a thousand suns.
Have a folder with bunch of files all with the same filename but different extensions? Too fucking bad, good luck searching for `<filename>` and then picking the right (extension) cause we don't SHOW YOU THAT. Fuck you (L)user!

<…
@netzschleuder@social.skewed.de
2026-03-03 20:00:08

jester: Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to 10. The two files differ by how many joke nodes are included, 100 or 150.
This network has 73521 nodes and 4136360 edges.
Tags: Economic, Preferences, Weighted

jester: Jester joke ratings (2001). 73521 nodes, 4136360 edges. https://networks.skewed.de/net/jester
@seeingwithsound@mas.to
2026-02-02 17:44:40

RE: mas.to/@seeingwithsound/116002
A further explanation by a blind user of The vOICe for Android on using The vOICe with Google Gemini Live AI and USB camera glasses is at

What kind of sick scam is this?
@… Dear user Mastodon!
The Mastodon team is excited to inform you that your content is capturing the audience's attention. We would like to offer you an opportunity for collaboration, where you can earn rewards for your posts.
To begin this collaboration with the Mastodon team, we strongly recommend that you complete the…

@netzschleuder@social.skewed.de
2026-02-04 03:00:31

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

livejournal_aminer: Livejournal social graph. 3017286 nodes, 87037567 edges. https://networks.skewed.de/net/livejournal_aminer
@netzschleuder@social.skewed.de
2026-03-02 19:00:08

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

lastfm_aminer: Last.fm social graph. 136409 nodes, 1685524 edges. https://networks.skewed.de/net/lastfm_aminer
@Techmeme@techhub.social
2026-01-30 17:55:51

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)
techcrunch.com/2026/01/30/blue

@netzschleuder@social.skewed.de
2026-03-03 15:00:14

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
networ…

flickr_groups: OSN user groups (2007). 499610 nodes, 8545307 edges. https://networks.skewed.de/net/flickr_groups
@netzschleuder@social.skewed.de
2026-02-02 19:00:14

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
networ…

flickr_groups: OSN user groups (2007). 499610 nodes, 8545307 edges. https://networks.skewed.de/net/flickr_groups
@netzschleuder@social.skewed.de
2026-04-03 17:00:09

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
networks.skewed.de/net/github

github: GitHub contest (2009). 177386 nodes, 440237 edges. https://networks.skewed.de/net/github
@Techmeme@techhub.social
2026-03-01 13:35:38

How some companies are trying to become the "Strava of tennis" by offering match video, stats, highlights, social features, and performance analysis for players (Charlie Eccleshare/The Athletic)

@netzschleuder@social.skewed.de
2026-03-01 16:00:43

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 1085612 nodes and 19150868 edges.
Tags: Social, Online, Unweighted

lastfm: last.fm listening habits (2007). 1085612 nodes, 19150868 edges. https://networks.skewed.de/net/lastfm#song
@netzschleuder@social.skewed.de
2026-03-01 18:00:05

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
networks.skewed.de/net/di…

digg_reply: Digg reply network (2008). 30398 nodes, 87627 edges. https://networks.skewed.de/net/digg_reply
@Techmeme@techhub.social
2026-03-02 11:40:43

Anthropic launches a tool to bring a user's preferences and context from other AI platforms to Claude via one copy-paste command, available on all paid plans (Claude)
claude.com/import-memory

@Techmeme@techhub.social
2026-03-01 23:15:48

India, home to one of the world's biggest AI user bases, should treat local datasets for AI as a strategic asset to avoid training Silicon Valley for free (Catherine Thorbecke/Bloomberg)
bloomberg.com/opinion/articles

@netzschleuder@social.skewed.de
2026-04-03 03:00:17

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. 577437 nodes, 2298816 edges. https://networks.skewed.de/net/visualizeus
@netzschleuder@social.skewed.de
2026-04-04 10:00:17

citeulike: CiteULike
Three bipartite networks that make up the CiteULike folksonomy, representing the tag-publication, user-publication, and user-tag networks. The date of this snapshot is uncertain.
This network has 885046 nodes and 2411819 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps

citeulike: CiteULike. 885046 nodes, 2411819 edges. https://networks.skewed.de/net/citeulike
@Techmeme@techhub.social
2026-02-02 09:01:23

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)
tomshardware.com/tech-industry

@netzschleuder@social.skewed.de
2026-04-02 20:00:25

epinions: Epinions product ratings (2005)
A bipartite network of users and the products they rated on the website Epinions.com. A user connects to all products on which that user entered a rating. Edge weight represents the rating score, and edges are timestamped.
This network has 876252 nodes and 13668320 edges.
Tags: Economic, Preferences, Timestamps, Weighted

epinions: Epinions product ratings (2005). 876252 nodes, 13668320 edges. https://networks.skewed.de/net/epinions
@netzschleuder@social.skewed.de
2026-04-03 12:00:23

epinions: Epinions product ratings (2005)
A bipartite network of users and the products they rated on the website Epinions.com. A user connects to all products on which that user entered a rating. Edge weight represents the rating score, and edges are timestamped.
This network has 876252 nodes and 13668320 edges.
Tags: Economic, Preferences, Timestamps, Weighted

epinions: Epinions product ratings (2005). 876252 nodes, 13668320 edges. https://networks.skewed.de/net/epinions
@Techmeme@techhub.social
2026-03-01 21:55:41

Australia's eSafety Commissioner threatens action against app stores and search engines if AI services operating in Australia don't verify user ages by March 9 (Byron Kaye/Reuters)
reuters.com/business/media-tel

@netzschleuder@social.skewed.de
2026-04-04 04:00:09

jester: Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to 10. The two files differ by how many joke nodes are included, 100 or 150.
This network has 73521 nodes and 4136360 edges.
Tags: Economic, Preferences, Weighted

jester: Jester joke ratings (2001). 73521 nodes, 4136360 edges. https://networks.skewed.de/net/jester
@netzschleuder@social.skewed.de
2026-03-03 18:00:08

foursquare_friendships: Foursquare global friendships (2013)
A network of user friendships on Foursquare, from April 2012 to September 2013. The 'old' and 'new' dataset correspond to two snapshots taken before and after the check-in data collection period.
This network has 114324 nodes and 363704 edges.
Tags: Social, Online, Unweighted

foursquare_friendships: Foursquare global friendships (2013). 114324 nodes, 363704 edges. https://networks.skewed.de/net/foursquare_friendships#old
@Techmeme@techhub.social
2026-02-02 14:20:40

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)
theverge.com/report/872062/gro

@netzschleuder@social.skewed.de
2026-04-03 04:00:05

bitcoin_trust: Bitcoin OTC trust network (2017)
A network of who-trusts-whom relationships among users of the Bitcoin OTC platform. Each directed edge (i,j,w) represents the rating of user j by user i, in which i assigns j a weight w on a scale of -10 (total distrust) to 10 (total trust) in steps of 1.
This network has 5881 nodes and 35592 edges.
Tags: Social, Online, Weighted, Signed, Timestamps

bitcoin_trust: Bitcoin OTC trust network (2017). 5881 nodes, 35592 edges. https://networks.skewed.de/net/bitcoin_trust
@netzschleuder@social.skewed.de
2026-04-04 05:00:14

stackoverflow: Stack Overflow favorites (2011)
A bipartite network of users and the posts they have favorited, from the online Q&A site Stack Overflow. An edge (i,j) connects a user i to a post j if that user "favorited" that post (a kind of a rating). Edges are timestamped.
This network has 641876 nodes and 1301942 edges.
Tags: Economic, Preferences, Unweighted, Timestamps

stackoverflow: Stack Overflow favorites (2011). 641876 nodes, 1301942 edges. https://networks.skewed.de/net/stackoverflow
@Techmeme@techhub.social
2026-03-30 16:25:44

Match Group agrees to settle an FTC lawsuit claiming it illegally shared user data from the OkCupid app with facial recognition tech company Clarifai in 2014 (Jonathan Stempel/Reuters)
reuters.com/world/match-group-

@netzschleuder@social.skewed.de
2026-04-03 01:00:30

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
netwo…

myspace_aminer: MySpace social graph. 854498 nodes, 6489736 edges. https://networks.skewed.de/net/myspace_aminer
@netzschleuder@social.skewed.de
2026-02-03 23:00:12

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

petster: Pet owner social networks (2016). 623766 nodes, 15699276 edges. https://networks.skewed.de/net/petster
@netzschleuder@social.skewed.de
2026-03-01 23:00:11

digg_votes: Digg story votes (2009)
A bipartite network between users and stories on digg.com from 2009. Each user node connects to all story nodes on which that user voted. Edges are timestamped.
This network has 142962 nodes and 3018197 edges.
Tags: Economic, Preferences, Multigraph, Timestamps
netwo…

digg_votes: Digg story votes (2009). 142962 nodes, 3018197 edges. https://networks.skewed.de/net/digg_votes
@netzschleuder@social.skewed.de
2026-04-04 09:00:13

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). 445801 nodes, 1149739 edges. https://networks.skewed.de/net/bookcrossing
@netzschleuder@social.skewed.de
2026-04-03 20:00:04

baseball: Baseball steroid use (2008)
Two networks representing steroid use among baseball players. First, a bipartite network of players and their steroid providers (of illegal performance-enhancing substances). Second, a one-mode projection of players, which are linked if they have a common supplier.
This network has 84 nodes and 84 edges.
Tags: Social, Offline, Weighted, Projection

baseball: Baseball steroid use (2008). 84 nodes, 84 edges. https://networks.skewed.de/net/baseball#user-provider
@netzschleuder@social.skewed.de
2026-03-01 19:00:04

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
ne…

anybeat: Anybeat social network (2013). 12645 nodes, 67053 edges. https://networks.skewed.de/net/anybeat
@netzschleuder@social.skewed.de
2026-02-02 14:00:08

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

lastfm_aminer: Last.fm social graph. 136409 nodes, 1685524 edges. https://networks.skewed.de/net/lastfm_aminer
@netzschleuder@social.skewed.de
2026-03-02 14:00:25

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 457017 nodes and 2282055 edges.
Tags: Social, Communication, Unweighted, Multigra…

wiki_talk: Wikipedia talk networks. 457017 nodes, 2282055 edges. https://networks.skewed.de/net/wiki_talk#ru
@netzschleuder@social.skewed.de
2026-02-01 18:00:20

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…

wiki_talk: Wikipedia talk networks. 397635 nodes, 1031378 edges. https://networks.skewed.de/net/wiki_talk#ja
@netzschleuder@social.skewed.de
2026-02-27 23:00:04

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 5297 nodes and 27934 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wikiquote: Wikiquote edits (2010). 5297 nodes, 27934 edges. https://networks.skewed.de/net/edit_wikiquote#sl
@netzschleuder@social.skewed.de
2026-01-31 12:00:08

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
networks.skewed.de/net/github

github: GitHub contest (2009). 177386 nodes, 440237 edges. https://networks.skewed.de/net/github
@netzschleuder@social.skewed.de
2026-02-01 13:00:17

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. 577437 nodes, 2298816 edges. https://networks.skewed.de/net/visualizeus
@netzschleuder@social.skewed.de
2026-02-28 22:00:10

digg_votes: Digg story votes (2009)
A bipartite network between users and stories on digg.com from 2009. Each user node connects to all story nodes on which that user voted. Edges are timestamped.
This network has 142962 nodes and 3018197 edges.
Tags: Economic, Preferences, Multigraph, Timestamps
netwo…

digg_votes: Digg story votes (2009). 142962 nodes, 3018197 edges. https://networks.skewed.de/net/digg_votes
@netzschleuder@social.skewed.de
2026-03-01 00:00:25

epinions: Epinions product ratings (2005)
A bipartite network of users and the products they rated on the website Epinions.com. A user connects to all products on which that user entered a rating. Edge weight represents the rating score, and edges are timestamped.
This network has 876252 nodes and 13668320 edges.
Tags: Economic, Preferences, Timestamps, Weighted

epinions: Epinions product ratings (2005). 876252 nodes, 13668320 edges. https://networks.skewed.de/net/epinions
@netzschleuder@social.skewed.de
2026-01-31 18:00:09

google_plus: Google (2013)
Snapshot of connections among users of Google , collected in 2012. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.
This network has 211187 nodes and 1506896 edges.
Tags: Social, Online, Unweighted
networks.skewed.de/net/google_

google_plus: Google+ (2013). 211187 nodes, 1506896 edges. https://networks.skewed.de/net/google_plus
@netzschleuder@social.skewed.de
2026-02-01 10:00:12

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

libimseti: Libimseti.cz social network (2012). 220970 nodes, 17359346 edges. https://networks.skewed.de/net/libimseti
@netzschleuder@social.skewed.de
2026-02-01 08:00:06

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

marker_cafe: The Marker Cafe (2011). 69413 nodes, 1644849 edges. https://networks.skewed.de/net/marker_cafe
@netzschleuder@social.skewed.de
2026-02-01 12:00:06

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

marker_cafe: The Marker Cafe (2011). 69413 nodes, 1644849 edges. https://networks.skewed.de/net/marker_cafe
@netzschleuder@social.skewed.de
2026-02-01 02:00:29

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

livejournal_aminer: Livejournal social graph. 3017286 nodes, 87037567 edges. https://networks.skewed.de/net/livejournal_aminer
@netzschleuder@social.skewed.de
2026-01-31 22:00:06

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 8097 nodes and 63809 edges.
Tags: Social, Communication, Unweighted, Multigraph, …

wiki_talk: Wikipedia talk networks. 8097 nodes, 63809 edges. https://networks.skewed.de/net/wiki_talk#gl
@netzschleuder@social.skewed.de
2026-03-01 06:00:14

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). 445801 nodes, 1149739 edges. https://networks.skewed.de/net/bookcrossing
@netzschleuder@social.skewed.de
2026-02-27 10:00:06

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
networks.skewed.de/net/di…

digg_reply: Digg reply network (2008). 30398 nodes, 87627 edges. https://networks.skewed.de/net/digg_reply
@netzschleuder@social.skewed.de
2026-03-24 21:00:08

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…

qa_user: User interactions on Q&A websites (2016). 167981 nodes, 430033 edges. https://networks.skewed.de/net/qa_user#superuser_a2q
@netzschleuder@social.skewed.de
2026-01-29 14:00:05

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. 39749 nodes, 57276 edges. https://networks.skewed.de/net/inploid
@netzschleuder@social.skewed.de
2026-04-02 06:00:06

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

marker_cafe: The Marker Cafe (2011). 69413 nodes, 1644849 edges. https://networks.skewed.de/net/marker_cafe