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@netzschleuder@social.skewed.de
2026-03-05 10:00:09

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). 94548 nodes, 479067 edges. https://networks.skewed.de/net/qa_user#superuser_c2q

Meta’s approach to user privacy is under renewed scrutiny
-- following a Swedish report that employees of a Meta subcontractor have watched footage captured by Ray-Ban Meta smart glasses showing sensitive user content.
The workers reportedly work for Kenya-headquartered Sama and provide data annotation for Ray-Ban Metas.
The authors said that several people interviewed for the report said they have
💥seen footage shot with Ray-Ban Meta smart glasses that
👉shows peo…

@macandi@social.heise.de
2026-02-06 10:52:00

macOS 26: Lag und anderer Ärger mit Menüleistenwerkzeug Bartender 6
Mit Tools können User Ordnung in die Icons in der macOS-Menüleistung bringen. Die App Bartender 6 macht seit Monaten Probleme unter macOS 26.

@BugWarp@wikis.world
2026-04-08 02:12:27

A nice reminder that @… just shared :)
#ArtemisII

A screenshot of the user page of Astro Christina, the username of Christina Koch in Wikimedia projects. It features two userboxes. One featuring the blue marble saying "this user has left the planet Earth 2 times" and another one featuring the Wikipedia logo saying "This user has an article about herself on Wikipedia".
@netzschleuder@social.skewed.de
2026-02-07 17:00:12

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
@tarah@infosec.exchange
2026-03-06 22:03:09

The new US cyber security strategy just dropped. I'm a Claude user, and I suspiciously inquired of Claude as to the number of em-dashes in this four page document. Then I asked Claude to analyze the probability of this document being LLM-written.
Claude then throws some naughty shade.

screenshot of ChatGPT-likely-generated text of the new US cyber security strategy
Claude being snarky
@usul@piaille.fr
2026-04-04 10:29:57

How I map Ger in Mongolia on openstreetmap
#osm

@Techmeme@techhub.social
2026-04-07 12:15:53

Q&A with UpScrolled founder Issam Hijazi, who says the non-algorithmic social app hit 5M users, mainstream apps were censoring pro-Palestinian content, and more (Katie Drummond/Wired)
wired.com/story/the-big-interv

@ErikJonker@mastodon.social
2026-02-07 09:48:09

A NotebookLM user myself, good description why it is such a good tool.
I tried replacing ChatGPT with NotebookLM — and it changed how I research xda-developers.com/replacing-c

@lightweight@mastodon.nzoss.nz
2026-04-07 06:01:22

Cool - managed to move one of my Uptime Kumas from Sqlite3 to MariaDB... and I created 2 additional instances so I could split up my concerns among the responsible entities (relevant companies/communities). It's impressive software, though I think it'd be cool if it supported user accounts (currently there's just scope for a single account on each instance). That's being explored...

@datascience@genomic.social
2026-02-06 11:00:00

{testthat} is great for automatic testing. Here are some tricks for the heavy user: #rstats

@tiotasram@kolektiva.social
2026-04-07 13:02:25

Follow-up: a version of #1 for visibly-to-a-user already exists in at least one client:
pachli.app/pachli/2025/02/28/2
Having it happen at the server level where the post gets dropped would be better.
Thanks @… for the pointer to the fediverse ideas repository:
codeberg.org/fediverse/fediver

@lpryszcz@genomic.social
2026-03-05 16:33:08

Apple tells you that you can’t install software from outside the App Store because it’s dangerous, and people nod. These are the same people who would lose their minds if their city government told them they could only buy food from vendors the city had approved, licensed, and taxed at thirty percent of every transaction — who understand instinctively that such a system is about control and extraction rather than safety.

@alejandrobdn@social.linux.pizza
2026-02-06 23:36:25

A good time to remember this gem from XKCD, representative of all the descents into the rabbit hole of those who one day asked themselves, "What the hell is Linux?".
#linux

xkcd cartoon about a user's first steps with GNU/Linux.
@grahamperrin@bsd.cafe
2026-03-07 02:09:53

@…
Single user mode is an option at the boot screen.
<docs.freebsd.org/en/books/faq/> is wrong (sorry)…

@netzschleuder@social.skewed.de
2026-03-07 06:00:19

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
@thomasafine@social.linux.pizza
2026-02-06 19:34:35

What's your favorite FIrefox and Chrome extensions for putting back traditional Unix/X11 editing keys?
The specific behaviors I rely on are:
Ctrl-A: beginning of line [HAS CHANGED]
Ctrl-E: end of line
Ctrl-K: kill to end of line [HAS CHANGED]
Ctrl-D: Delete next character [CHANGED]
Ctrl-F: forward a char
Ctrl-B: backward a char
Maybe a couple others I'm not remembering.
(These are actually emacs-style editing keys and I'm a vi user, …

@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…

@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

@samerfarha@mastodon.social
2026-03-08 01:12:02

The new F1 TV app for Apple TV (try saying that 10 times fast) is a hot mess. Just so many terrible decisions and awful user experience.

@privacity@social.linux.pizza
2026-02-06 14:21:52

From Chatbot to Checkout: Who Pays When Transactional Agents Play?
fpf.org/blog/from-chatbot-to-c
@…

@keithp@fosstodon.org
2026-02-06 19:56:17

I was just finishing the set of password file parsing functions for picolibc and discovered glibc's getpwent_r.
The man page claims this function is re-entrant, and yet then states that it uses the same stream as getpwent and setpwent. Which sure sounds like global state to me.
Am I missing something, or is this function actually useful? Unless there's a good reason, I think I'm going to leave this one out; it looks like a user trap.

@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.

@gwire@mastodon.social
2026-03-07 12:46:34

Oh, I'm not a Monzo customer and I'd assumed posts about a bank doing a "Spotify Wrapped" were satirical.
theguardian.com/money/2026/mar

@aredridel@kolektiva.social
2026-04-04 17:17:04

I've had ideas rattling around in my head for a while but not quite hitting coherence.
What does a "rich terminal" mean to you as a developer? We're in a really weird place right now with regards to UI and UX, with chat as a normal mode of operation being everywhere, yet we're constrained to two major paradigms: the terminal user interface, and the instant message. Both come with really weird limits to their affordances.
And there's prior art here — light table, jupyter notebooks, observable hq, rich REPLs — but they're usually this weird hybrid of not quite transcript not quite live program that I find somewhere between unsettling and frustrating.
I do however think it's well past time we abandoned monospaced type as the core way we think about source code, and at the same time, built better user interfaces than that allows, without going full "this is a program with its own interface”
It's weird uncharted territory.

@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.
🤖

@netzschleuder@social.skewed.de
2026-02-06 16:00:36

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

bibsonomy: BibSonomy. 972120 nodes, 2555080 edges. https://networks.skewed.de/net/bibsonomy
@jeang3nie@social.linux.pizza
2026-03-07 16:45:44

I'm experimenting with a mini titlebar in #Sunstone for when the main controls are hidden. It's just big enough to give you a handle to move the windows around, with the title in the center. Clicking the title beings to the controls and focuses the address bar, hitting escape hides the controls again. So far I like it. If a new user accidentally hides the controls they can get them b…

@aardrian@toot.cafe
2026-03-05 18:00:13

If you are a Kobo Libra Colour user who, like me, makes annotations (typed, not drawn) in books, you may find it frustrating to lose those notes when returning library books.
These steps work to allow you to export those annotations:
reddit.com/r/kobo/comments/1bh

@NuclearDisorder@mastodon.social
2026-03-07 07:37:54

Heute vor 13 Jahren: Am 7. März 2013 drohte #Nordkorea den Vereinigten Staaten mit einem präventiven #Atomschlag.

Flagge von Nordkorea
Autor: SKopp, https://commons.wikimedia.org/wiki/User:SKopp
Lizenz: Public domain
@Techmeme@techhub.social
2026-02-06 15:20:55

Spotify changes Developer Mode to require a Premium subscription and reduces the number of test users per app from 25 to 5, to curb AI-aided or automated usage (Ivan Mehta/TechCrunch)
techcrunch.com/2026/02/06/spot

@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

@ErikUden@mastodon.de
2026-01-30 21:10:44

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

@vform@openbiblio.social
2026-02-05 15:54:34

Die TUB-Gang auf der #fedimap :)

When Elon Musk’s social media platform X launched a contest to promote its “Articles” feature,
the guidelines were explicit: Submissions “must not contain political, or religious statements.”
But when the company announced the winners on Tuesday, the results appeared to contradict those rules.
While the stated criteria emphasized high-quality writing and nonpolitical content,
more than $2 million in prize money largely flowed to users ranging from popular right-wing …

@metacurity@infosec.exchange
2026-03-05 20:46:35

bsky.app/profile/bleepingcompu

@kristian@social.purrucker.de
2026-02-07 17:55:48

Warum der Wechsel für mich (Pixel 10 Pro MacBook User):
Formfaktor: Kein „Stiel“ mehr. z.B. im Winter mit Mütze ist das ein Unterschied. Nichts drückt!
Sitz: Der Dreh-Mechanismus („Twist-to-adjust“) ist genial. Die AirPods saßen bei mir oft zu locker, diese hier bewegen sich keinen Millimeter.
ANC: Ich hatte Sorge, dass die Geräuschunterdrückung schwächer ist – ist sie aber nicht.
Zusammen mit der tiefen Integration ins Pixel-System fühlt sich das Gesamtpaket einfac…

@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."
@netzschleuder@social.skewed.de
2026-03-07 00:00:08

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
@usul@piaille.fr
2026-04-03 11:43:54

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

@grahamperrin@bsd.cafe
2026-03-07 03:15:28

@… not rw by default in single user mode.
I usually:
mount -uw /
(I can't remember where I learnt that variant. Lost in the mists of time.)
@…

@netzschleuder@social.skewed.de
2026-02-08 02:00:22

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
2026-03-06 08:00:12

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
2026-03-08 06:00:14

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
@NuclearDisorder@mastodon.social
2026-03-05 06:10:51

Heute vor 5 Jahren: Am 5. März 2021 veröffenticht das Bulletin of the Atomic Scientists einen Text über das #Kernkraftwerk #Mezamor in #Armenien. Es zählt zu den unsichersten u. somit gefährlichs…

Kernkraftwerk Mezamor
Autor: User:Stratocles (https://commons.wikimedia.org/w/index.php?title=User:Stratocles&action=edit&redlink=1); bearbeitet von ChNPP (https://commons.wikimedia.org/wiki/User:ChNPP)
Lizenz: CC BY-SA 3.0
@grahamperrin@bsd.cafe
2026-03-06 02:55:37

@… not mentioned at <wiki.bsd.cafe/user:grahamperrin>, but years ago I did use Linux briefly when PC-BSD was not usable, then switched back to PC-BSD.

@kubikpixel@chaos.social
2026-03-05 15:25:08

«Cyberangriffe im Jahr 2026: Der Login als Waffe
Auch bei Cyberkriminellen muss das Kostenverhältnis stimmen, stellt Cloudflare in seinem Threat Report 2026 fest. Gestohlene Zugangsdaten stehen hoch im Kurs»
Immer noch behaupten gehackte Dienstleister, dass keine Passwörter der User*innen gestohlen wurden. Doch auch E-Mail Adressen so wie Metadaten reichen für umfangreichen Betrug.
🔓

@netzschleuder@social.skewed.de
2026-02-07 08:00:21

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
network…

twitter: Twitter followers (2010). 465017 nodes, 834797 edges. https://networks.skewed.de/net/twitter
@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.

@alejandrobdn@social.linux.pizza
2026-04-05 17:01:29

Guys, if you have a low-spec computer and you usually watch videos on YouTube, install and use FreeTube, don't visit the website. Your CPU will thank you for it.
freetubeapp.io/

@metacurity@infosec.exchange
2026-02-05 10:47:08

As far as breach emails are concerned, this one is good. It uses the word "sucks."

A breach email from Substack that reads: Hello,

I’m reaching out to let you know about a security incident that resulted in the email address from your Substack account being shared without your permission.

I’m incredibly sorry this happened. We take our responsibility to protect your data and your privacy seriously, and we came up short here.

What happened. On February 3rd, we identified evidence of a problem with our systems that allowed an unauthorized third party to access limited user d…
@netzschleuder@social.skewed.de
2026-02-07 15:00:10

flickr_aminer: Flickr social graph
This network contains the social graph of flickr, a popular photo sharing network for users to upload photos and share photos, where a directed edge (i,j) means that user i follows user j.
This network has 214626 nodes and 9114557 edges.
Tags: Social, Online, Unweighted

flickr_aminer: Flickr social graph. 214626 nodes, 9114557 edges. https://networks.skewed.de/net/flickr_aminer
@netzschleuder@social.skewed.de
2026-02-06 09:00:04

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
2026-02-06 22:00:04

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
2026-03-06 11:00:05

movielens_100k: MovieLens 100K (1998)
Three bipartite networks that make up the MovieLens 100K Dataset, a stable benchmark dataset of 100,000 ratings from 1000 users on 1700 movies. These data capture the tag-movie, user-movie, and user-tag networks. (Also available from MovieLens are 1M, 10M and 20M folksonomy datasets.).
This network has 24129 nodes and 95580 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps

movielens_100k: MovieLens 100K (1998). 24129 nodes, 95580 edges. https://networks.skewed.de/net/movielens_100k
@netzschleuder@social.skewed.de
2026-03-07 04:00:04

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

foursquare: Foursquare NYC restaurants (2012). 6410 nodes, 10377 edges. https://networks.skewed.de/net/foursquare#NYC_restaurant_tips
@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

@netzschleuder@social.skewed.de
2026-03-08 04:00:13

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
2026-03-06 12:00:05

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 4936 nodes and 27149 edges.
Tags: Social, Online, Unweighted, Metadata

foursquare: Foursquare NYC restaurants (2012). 4936 nodes, 27149 edges. https://networks.skewed.de/net/foursquare#NYC_restaurant_checkin
@netzschleuder@social.skewed.de
2026-02-05 16:00:05

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
2026-02-07 14:00:14

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
2026-03-07 18:00:15

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
2026-03-06 05:00:05

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 5237 nodes and 20835 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wiktionary: Wiktionary edits (2010). 5237 nodes, 20835 edges. https://networks.skewed.de/net/edit_wiktionary#sd
@netzschleuder@social.skewed.de
2026-03-06 15:00:04

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
2026-03-04 20:00:05

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
2026-03-07 13:00:07

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
@netzschleuder@social.skewed.de
2026-04-06 10:00:17

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
network…

twitter: Twitter followers (2010). 465017 nodes, 834797 edges. https://networks.skewed.de/net/twitter
@netzschleuder@social.skewed.de
2026-04-07 19:00:11

flickr_aminer: Flickr social graph
This network contains the social graph of flickr, a popular photo sharing network for users to upload photos and share photos, where a directed edge (i,j) means that user i follows user j.
This network has 214626 nodes and 9114557 edges.
Tags: Social, Online, Unweighted

flickr_aminer: Flickr social graph. 214626 nodes, 9114557 edges. https://networks.skewed.de/net/flickr_aminer
@netzschleuder@social.skewed.de
2026-02-04 20:00:04

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

edit_wikibooks: Wikipedia book edits (2010). 9144 nodes, 32618 edges. https://networks.skewed.de/net/edit_wikibooks#vi
@netzschleuder@social.skewed.de
2026-02-05 12:00:18

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
@netzschleuder@social.skewed.de
2026-02-06 15:00:14

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
2026-03-04 22:00:37

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
2026-03-05 15:00:05

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
2026-03-05 12:00:31

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
2026-03-06 06:00:28

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
2026-02-05 22:00:05

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 4936 nodes and 27149 edges.
Tags: Social, Online, Unweighted, Metadata

foursquare: Foursquare NYC restaurants (2012). 4936 nodes, 27149 edges. https://networks.skewed.de/net/foursquare#NYC_restaurant_checkin
@netzschleuder@social.skewed.de
2026-04-06 05:00:04

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 7253 nodes and 37048 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wiktionary: Wiktionary edits (2010). 7253 nodes, 37048 edges. https://networks.skewed.de/net/edit_wiktionary#ne
@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
@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
@netzschleuder@social.skewed.de
2026-03-04 15:00:10

flickr_aminer: Flickr social graph
This network contains the social graph of flickr, a popular photo sharing network for users to upload photos and share photos, where a directed edge (i,j) means that user i follows user j.
This network has 214626 nodes and 9114557 edges.
Tags: Social, Online, Unweighted

flickr_aminer: Flickr social graph. 214626 nodes, 9114557 edges. https://networks.skewed.de/net/flickr_aminer
@netzschleuder@social.skewed.de
2026-03-04 16:00:13

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
2026-02-02 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
@netzschleuder@social.skewed.de
2026-04-07 10:00:07

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 607333 edges.
Tags: Social, Online, Unweighted

foursquare_friendships: Foursquare global friendships (2013). 114324 nodes, 607333 edges. https://networks.skewed.de/net/foursquare_friendships#new
@netzschleuder@social.skewed.de
2026-04-05 18:00:13

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
2026-04-05 21:00:05

bitcoin_alpha: Bitcoin Alpha trust network (2017)
A network of who-trusts-whom relationships among users of the Bitcoin Alpha 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 3783 nodes and 24186 edges.
Tags: Social, Online, Weighted, Signed, Timestamps

bitcoin_alpha: Bitcoin Alpha trust network (2017). 3783 nodes, 24186 edges. https://networks.skewed.de/net/bitcoin_alpha
@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
@netzschleuder@social.skewed.de
2026-04-06 20:00:10

academia_edu: Academica.edu (2011)
Snapshot of the follower relationships among users of academia.edu, a platform for academics to share research papers, scraped in 2011. Nodes are users and a directed edge (i,j) denotes that user i follows j.
This network has 200169 nodes and 1398063 edges.
Tags: Social, Online, Unweighted

academia_edu: Academica.edu (2011). 200169 nodes, 1398063 edges. https://networks.skewed.de/net/academia_edu
@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
2026-04-06 00:00:08

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
2026-03-01 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
@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
@netzschleuder@social.skewed.de
2026-04-05 01:00:05

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
2026-02-04 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
2026-03-05 19:00:07

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

epinions_trust: Epinions trust network (2003). 75888 nodes, 508837 edges. https://networks.skewed.de/net/epinions_trust
@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
2026-03-24 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
2026-03-03 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
2026-04-03 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
@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