Tootfinder

Chaos Communication Congress: Der 39C3 hat begonnen
Hamburg ist kurz vor Jahresende wieder der Nabel der Hacker-Welt. Der Chaos Computer Club lädt zum 39. Chaos Communication Congress. Tausende werden erwartet.
https://w…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

Assembling GW231123 in Star Clusters through the Combination of Stellar Binary Evolution and Hierarchical Mergers: #BlackHole mergers: https://www.gssi.it/communication/news-events/item/26044-gssi-astrophysicists-reveal-the-role-of-star-clusters-in-black-hole-mergers

Whatever political figures / groups use the Epstein files most and best in public communication gonna be the winners. It's the primary, ultimate symbol. The simple, unifying, attention grabbing story that everything can be downstream from.

Communication, entertainment, everything in between - another great post by @… that will inspire you, offend you, educate you- all the things great writing should do. It'll make you think, challenge your assumptions- there are too many great quotable parts of this, I couldn't even pick one to use as a blurb here. Worth it to just read the full deal 🔥:

How We Lost Communication to Entertainment
How We Lost Communication to Entertainment par Ploum - Lionel Dricot.

Semantic disambiguation of scientific assertions in the form of nanopublications* is, thus far, under-utilised in scientific communication.
*nanoplublication: https://nanopub.net/

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Global Communication:
🎵 Sublime Creation
#GlobalCommunication
https://markpritchard.bandcamp.com/track/sublime-creation-original-mix
https://open.spotify.com/track/4ETjsVcQuKa0gx4CG5muSC

Good Morning #Canada
Sunday mornings should include some relaxation, a good cup of coffee, and a tale of one man forging a legacy of independence. Today we present to you the story of American businessman Russell Arundel who, in 1949, claimed sovereignty over approximately 4 acres of Outer Bald Tusket Island, off the southern tip of Nova Scotia. After purchasing the island for $750, Arundel announced the principality of Outer Baldonia with its own charter, a flag, currency, passports, and an organized military that consisted of 69 fishermen (all Admirals). Citizens of the principality who caught a Bluefin tuna and paid a $50 fee were accorded the rank of prince. Government officials included Prince of Princes Russell Arundel, Chancellor Elson Boudreau, and Ambassador Extraordinary and Minister Plenipotentiary Ron Wallace. The Canadian government mostly ignored the farce but an official Russian communication declared Outer Baldonia a fascist state.
#CanadaIsAwesome #History
https://backyardhistory.ca/f/the-nova-scotian-island-that-declared-independence

Al Harris Is the Logical Cowboys DC Reset in 2026 https://insidethestar.com/al-harris-is-the-logical-cowboys-dc-reset-in-2026

Unser "Plötzlich Wissen!" Paper wurde im Journal of Science Communication final angenommen. Wenn das Ding dann draußen ist erzähle ich hier und im Blog mal mehr dazu. #plötzlichWissen #fürIhreUnterlagen

Feeling a bit excited to be sitting in on an online EU event featuring Mastodon's Philip Schroepel [@…] - about building sovereign digital public spaces - a key issue at this time.

Organisiert vom Chaos Computer Club (CCC) #Hamburg
Der Chaos Communication Congress (38C3) vom 27.12.-30.12.2025 im CCH statt.
https://events.ccc.de/congress/

Der Chaos Communication Congress
Der Chaos Computer Club veranstaltet jährlich zwischen Weihnachten und Neujahr den Chaos Communication Congress. Ursprünglich in Hamburg beheimatet, traf man sich über viele Jahre in Berlin, dann wieder 5 Jahre in Hamburg. Nachdem der Congress für die folgenden 3 Jahre in Leipzig stattgefunden hat, fand der Congress zweimal remote als „rC3“ statt und kehrte 2023 wieder nach Hamburg zurück. Im Laufe der Jahre hat sich der Congress zu einer europaweit renommierten Veranstaltung mit über…

How Motorola, which spun out its struggling smartphone business in 2011, successfully refocused on critical communication equipment, giving it a $60B market cap (Ryan Gould/Bloomberg)

Motorola Ditched RAZR Phone for Radios in $60 Billion Turnaround
Since spinning off its handset business, dealmaking has helped grow Motorola Solutions into a company worth more than $60 billion.

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

39C3: CCC-Sprecher erdgeist über autoritäre Trends in der Tech-Branche
In Hamburg tummeln sich die Hacker zum 39. Chaos Communication Congress. Wofür das Motto „Power Cycles“ steht, erläutert CCC-Sprecher erdgeist im Interview.

🇺🇦 #NowPlaying on #BBC6Music's #AmyLamé
Led Zeppelin:
🎵 Communication Breakdown
#LedZeppelin
https://seedyjeezus.bandcamp.com/track/communication-breakdown-led-zeppelin-cover
https://open.spotify.com/track/0yVs7eSL8mPnIu2CGKHpUQ

Always awesome to listen to @… at the Chaos Communication Congress! Highlight of the trip as always 😸 #39c3

"The fundamental problem is this: that most of the means of communication are owned or influenced by the very rich. If democracy is the problem capital is always trying to solve, propaganda is part of the solution. Like the kings and empire-builders of the past, they use their platforms to project the claims that suit them and suppress the claims that don’t. This means boosting right and far-right movements, which defend wealth and power..." -- George Monbiot.

UC Berkeley Scientists Hail Breakthrough In Decoding Whale Communication - Slashdot
https://science.slashdot.org/story/25/11/18/049235/uc-berkeley-scientists-hail-breakthrough-in-decoding-whale-communication

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

The FBI director, Kash Patel, announced on Monday he was launching a criminal investigation
into group chats used by Minneapolis protesters on the Signal messaging app,
based on a social media post by the far-right personality Cam Higby.
Patel used the podcast of another rightwing personality, Benny Johnson, to break the news.
Higby had posted on Sunday on X that he had “infiltrated” a group chat on Signal,
the widely used communication app that offers effective…

There are more than enough talks at #39C3. It's impossible to make a choice. So here are three more things to make the choice even more impossible.
https://blog.johl.io/just-three-talks-at-39c3/

Trudeau was criticized by some who thought his policies somehow acquiesced to every demand by any First Nation. But really what his Ministry did first was show that there was a way of communication of respect and dialogue.
Clearly the new Federal Minister of Energy has some learning to do if he wants the Federal government to have any chance at a relationship that results in them achieving any of the government's goals.
#CanPoli #CdnPoli #FirstNations #Respect #FPIC
https://www.cbc.ca/news/politics/energy-minister-hodgson-apologizes-zoom-comment-coastal-first-nations-9.6997207

spent quality snow-eve time with @…'s brilliant & inspiring "other networks," an asynchronous history of non-internet communications. like many readers, i imagine, it made me think of others that might belong & my contribution is... jukeboxes!

DeltaChat is a cool idea but should be cranked to the max. Fuck protocols, instant messaging has never been been about the protocol but the network effect.
Not everyone knows how to login to their email outside of the web browser, a chat client should facilitate speech between you and your friend’s favourite app.
These are all open protocols that allow for direct communication but garden off others: activitypub, email, irc, matrix, xmpp, bluesky, nostr, simplex, theema, tox, jam…

Oh great, Santa Rita prison is contracting with a SaaS company for prisons. https://pigeonly.com/

Inmate Communication Made Easy | Pigeonly
Pigeonly offers reliable inmate communication services, including phone calls, photos, and mail. Stay connected to your loved ones in prison easily and affordably.

internet_as: Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006.
This network has 22963 nodes and 48436 edges.
Tags: Technological, Communication, Unweighted

RE: https://techhub.social/@shantini/115957020152303871
Being a marketer shaped my progressive politics more than I expected precisely because of this.
Once you see how much effort is being spent on marketing certain worldviews to you and how much of that can be studied, analyzed, and replicated - you can’t unsee it.
And you see the power that’s available for all of us to tap into to push back. The same kinds of marketing and communication tactics used against us can be used to amplify science, art, pro-social values, and progressive policy.
The right has been waging a coordinated campaign of swaying public opinion since at least the birth of the Federalist Society and backlash to Roe.
Their legal influence required creating an information and media apparatus that influenced first elite professional networks, then the public at large.
(For a recent example, just look at how much LLMS and AI have been relying on constant marketing and media attention for anyone to believe that these tools are “inevitable” or even “useful”. Their marketing and PR departments work very hard and are very well funded. For a reason.)

" “Language is primarily a tool for communication rather than thought.” "
https://www.theverge.com/ai-artificial-intelligence/827820/large-language-models-ai-intelligence-neuroscience-problems

Fedi serves as a carrier and medium for communication between heaven, earth, man and god

spam of the day
> Hi there, I am [generic chinese name], a senior full-stack developer with 7 years of experience. I’m looking to partner with someone in the US who can handle the client-facing communication side of projects, while I focus on the technical work and delivery.
> The idea is simple:
> You handle communication − I build the solution − We share the profit.
I should have setup per-contact email long ago, so I know how I got on the spam list of John …

Also want to say how wonderful #StarTrek #StarFleetAcademy is to again be transported to a society that is doing its best to make things better. To be based on science, facts, community, communication, trust and empathy.
And its set in San Francisco, just wish I could teleport up there right now…

(This is not some kind of false modesty. Most of what you’re hearing from me here is just me passing along information from community channels. My personal contribution has mostly been helping communication, helping people with tech issues, doing some volunteering, keeping watch, protesting, doing neighborhood support work — that kind of stuff. I don’t want to downplay the importance of any of that. It matters a •lot• that there are so many people doing all of those things! It matters that I’m one of them! Just…you know, I’m one among many, a small player who somehow ended up holding one of the mics on Mastodon, and that’s it. The courage you see is the courage of many.)

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

What instant communication, thread-based platform do you use at least once a month?
Just trying to get an idea of the popularity of different options - multiple choices possible, please boost around!
If you think we should add some choices, please cite them in comment and I'll do a 2nd poll. They would have to be similarly thread / themes / channel - based, with a phone app but also available in the browser (e.g. maybe Matrix? But website-only platforms like Discourse would not work…

Ende-zu-Ende-Verschlüsselung mit RCS: Hinweise auf baldige iOS-Umsetzung
Aktuell können Botschaften über die Rich Communication Services auf iPhones potenziell belauscht werden. Apple arbeitet aber an einer Verbesserung.
<…

I don't send many emails anymore. I receive emails but I don't send many. Even at work, most of our communication is done via other means. But I do generate at least one email a day to send to a group of external testers. I don't send this from a traditional mail client. Instead it is a shell script that gathers some information and opens a text editor to add further comments. After that the file is sent with

The Communication Complexity of Combinatorial Auctions with Additional Succinct Bidders
Frederick V. Qiu, S. Matthew Weinberg, Qianfan Zhang
https://arxiv.org/abs/2512.06585 https://arxiv.org/pdf/2512.06585 https://arxiv.org/html/2512.06585
arXiv:2512.06585v1 Announce Type: new
Abstract: We study the communication complexity of welfare maximization in combinatorial auctions with bidders from either a standard valuation class (which require exponential communication to explicitly state, such as subadditive or XOS), or arbitrary succinct valuations (which can be fully described in polynomial communication, such as single-minded). Although succinct valuations can be efficiently communicated, we show that additional succinct bidders have a nontrivial impact on communication complexity of classical combinatorial auctions. Specifically, let $n$ be the number of subadditive/XOS bidders. We show that for SA $\cup$ SC (the union of subadditive and succinct valuations): (1) There is a polynomial communication $3$-approximation algorithm; (2) As $n \to \infty$, there is a matching $3$-hardness of approximation, which (a) is larger than the optimal approximation ratio of $2$ for SA, and (b) holds even for SA $\cup$ SM (the union of subadditive and single-minded valuations); and (3) For all $n \geq 3$, there is a constant separation between the optimal approximation ratios for SA $\cup$ SM and SA (and therefore between SA $\cup$ SC and SA as well). Similarly, we show that for XOS $\cup$ SC: (1) There is a polynomial communication $2$-approximation algorithm; (2) As $n \to \infty$, there is a matching $2$-hardness of approximation, which (a) is larger than the optimal approximation ratio of $e/(e-1)$ for XOS, and (b) holds even for XOS $\cup$ SM; and (3) For all $n \geq 2$, there is a constant separation between the optimal approximation ratios for XOS $\cup$ SM and XOS (and therefore between XOS $\cup$ SC and XOS as well).
toXiv_bot_toot

topology: Internet AS graph (2004)
An integrated snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from multiple sources, including the RouteViews and RIPE BGP trace collectors, route servers, looking glasses, and the Internet Routing Registry databases. This snapshot was created around October 2004.
This network has 34761 nodes and 171403 edges.
Tags: Technological, Communication, Unweighted, Multigraph, Timestamps

Call for Papers: "Gods in/of the Machine: Technologies of Metahuman Presence and Communication" in EASA 2026 conference (European Association of Social Anthropologists)
https://ift.tt/EqUMuFP
Mining the Logs: Sources on Blue Humor URL …
via Input 4 RELCFP

I think this brings me up to five separate Atlassian accounts now 🙃

Goodbye #Microservices: From 100s of problem children to 1 superstar
https://www.twilio.com/en-us/blog/developers/best-practices/goodbye-microservices…

A low-latency neural inference framework for real-time handwriting recognition from #EEG signals on an edge device https://www.nature.com/articles/s41598-025-24972-y

A low-latency neural inference framework for real-time handwriting recognition from EEG signals on an edge device - Scientific Reports
Brain–computer interfaces (BCIs) hold significant promise for restoring communication in individuals with severe motor or speech impairments. Imagined handwriting, as a form of motor imagery, offers an intuitive paradigm for character-level neural decoding. While invasive techniques such as electrocorticography (ECoG) offer high decoding accuracy, their surgical requirements pose clinical risks and hinder scalability. Non-invasive alternatives like electroencephalography (EEG) are safer and m…

topology: Internet AS graph (2004)
An integrated snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from multiple sources, including the RouteViews and RIPE BGP trace collectors, route servers, looking glasses, and the Internet Routing Registry databases. This snapshot was created around October 2004.
This network has 34761 nodes and 171403 edges.
Tags: Technological, Communication, Unweighted, Multigraph, Timestamps

SplatBus: A Gaussian Splatting Viewer Framework via GPU Interprocess Communication
Yinghan Xu, Th\'eo Morales, John Dingliana
https://arxiv.org/abs/2601.15431 https://arxiv.org/pdf/2601.15431 https://arxiv.org/html/2601.15431
arXiv:2601.15431v1 Announce Type: new
Abstract: Radiance field-based rendering methods have attracted significant interest from the computer vision and computer graphics communities. They enable high-fidelity rendering with complex real-world lighting effects, but at the cost of high rendering time. 3D Gaussian Splatting solves this issue with a rasterisation-based approach for real-time rendering, enabling applications such as autonomous driving, robotics, virtual reality, and extended reality. However, current 3DGS implementations are difficult to integrate into traditional mesh-based rendering pipelines, which is a common use case for interactive applications and artistic exploration. To address this limitation, this software solution uses Nvidia's interprocess communication (IPC) APIs to easily integrate into implementations and allow the results to be viewed in external clients such as Unity, Blender, Unreal Engine, and OpenGL viewers. The code is available at https://github.com/RockyXu66/splatbus.
toXiv_bot_toot

RE: https://norden.social/@wackJackle/115547032609725592
Joscha Bach, der hier einen Zivilisationsbruch nach dem nächsten im Austausch mit seinem Geldgeber Jeffrey Epstein macht, spricht dieses Jahr _wieder mal_ auf dem Chaos Communication Congress btw

Inspections by Taiwan's National Security Bureau (NSB) of five Chinese generative AI apps -- Deepseek, Doubao (豆包), Yiyan (文心一言), Tongyi (通義千問), and Yuanbao (騰訊元寶) -- found violations of users' communication security across several indicators.
https://focustaiwan.tw/cross-strait/2025…

Taiwan warns of biases, data breach in Deepseek, other Chinese AI - Focus Taiwan
The National Security Bureau (NSB) has urged Taiwanese people to be on alert when using Chinese generative artificial intelligence (AI) language models due to potential security breaches and the spread of "disinformation" following recent inspections of five such apps.

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, …

"A new investigation of Elon #Musk’s X by Sky News found that every account set up by reporters, 'no matter their political orientation, was fed a glut of rightwing content', much of which was extreme. The experts it consulted believe this pattern could have resulted only from an algorithm engineered for this purpose, and that 'an algorithmic bias must be decided by senior people at …

Was man so beim Aufräumen findet. #31c3 #35c3 #37c3 #38c3

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…

Call for Papers: "Gods in/of the Machine: Technologies of Metahuman Presence and Communication" in EASA 2026 conference (European Association of Social Anthropologists) https://networks.h-net.org/group/announcement…

Scottish engineer and inventor,
James Watt
was born on this day
19 January 1736
"I had gone to take a walk on a fine Sabbath afternoon. I had entered the Green by the gate at the foot of Charlotte Street – had passed the old washing-house. I was thinking about the engine at the time and had gone as far as the Herd’s house when the idea came into my mind, that as steam was an elastic body it would rush into a vacuum, and if a communication was made between the cyl…

Thony Christie (@rmathematicus.bsky.social)
The 18th-century, Scottish, engineer and inventor, James Watt was born 19 January 1736 #histsci #histtech https://thonyc.wordpress.com/2015/06/04/a-twelve-year-flash-of-genius/

caida_as: CAIDA AS graphs (2004-2007)
A sequence of 122 network snapshots denoting Autonomous System (AS) relationships on the Internet, from 2004-2007, inferred using the Serial-1 method from RouteViews BGP table snapshots and a set of heuristics.
This network has 22735 nodes and 92334 edges.
Tags: Technological, Communication, Unweighted, Temporal

Call for Papers: "Gods in/of the Machine: Technologies of Metahuman Presence and Communication" in EASA 2026 conference (European Association of Social Anthropologists) https://networks.h-net.org/group/announcement…

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

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

Call for Papers: "Gods in/of the Machine: Technologies of Metahuman Presence and Communication" in EASA 2026 conference (European Association of Social Anthropologists)
https://ift.tt/jGBCv7J
Mining the Logs: Sources on Blue Humor URL …
via Input 4 RELCFP

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

Call for Papers: "Gods in/of the Machine: Technologies of Metahuman Presence and Communication" in EASA 2026 conference (European Association of Social Anthropologists)
https://ift.tt/DBIlW5M
Mining the Logs: Sources on Blue Humor URL …
via Input 4 RELCFP

caida_as: CAIDA AS graphs (2004-2007)
A sequence of 122 network snapshots denoting Autonomous System (AS) relationships on the Internet, from 2004-2007, inferred using the Serial-1 method from RouteViews BGP table snapshots and a set of heuristics.
This network has 22270 nodes and 90820 edges.
Tags: Technological, Communication, Unweighted, Temporal

caida_as: CAIDA AS graphs (2004-2007)
A sequence of 122 network snapshots denoting Autonomous System (AS) relationships on the Internet, from 2004-2007, inferred using the Serial-1 method from RouteViews BGP table snapshots and a set of heuristics.
This network has 24801 nodes and 101762 edges.
Tags: Technological, Communication, Unweighted, Temporal

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

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
https://networks.skewed.de/net/as_s…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

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

lkml_reply: Linux kernel reply network
A network of replies among email address found on the Linux kernel mailing list. Nodes are email addresses and each directed edge represents a reply from email address i to email address j. The date of this snapshot is uncertain.
This network has 63399 nodes and 1096440 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

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 40254 nodes and 190279 edges.
Tags: Social, Communication, Unweighted, Multigraph…

internet_as: Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006.
This network has 22963 nodes and 48436 edges.
Tags: Technological, Communication, Unweighted

internet_as: Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006.
This network has 22963 nodes and 48436 edges.
Tags: Technological, Communication, Unweighted

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_company: Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.
This network has 167 nodes and 82927 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

email_company: Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.
This network has 167 nodes and 82927 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

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

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

route_views: Route Views AS graphs (1997-1998)
733 daily network snapshots denoting BGP traffic among autonomous systems (ASs) on the Internet, from the Oregon Route Views Project, spanning 8 November 1997 to 2 January 2000. Data collected by NLANR/MOAT.
This network has 5138 nodes and 10825 edges.
Tags: Technological, Communication, Unweighted, Temporal

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

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

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

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

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 519403 nodes and 6729794 edges.
Tags: Social, Communication, Unweighted, Multigra…

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 338714 nodes and 607087 edges.
Tags: Social, Communication, Unweighted, Multigrap…

dnc: DNC emails (2016)
A network representing the exchange of emails among members of the Democratic National Committee, in the email data leak released by WikiLeaks in 2016.
This network has 2029 nodes and 12085 edges.
Tags: Social, Communication, Unweighted, Multigraph
https://networks.skewed.de/net/dnc

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

caida_as: CAIDA AS graphs (2004-2007)
A sequence of 122 network snapshots denoting Autonomous System (AS) relationships on the Internet, from 2004-2007, inferred using the Serial-1 method from RouteViews BGP table snapshots and a set of heuristics.
This network has 26242 nodes and 106348 edges.
Tags: Technological, Communication, Unweighted, Temporal

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted