Tootfinder

netscience: Scientific collaborations in network science (2006)
A coauthorship network among scientists working on network science, from 2006. This network is a one-mode projection from the bipartite graph of authors and their scientific publications.
This network has 1589 nodes and 2742 edges.
Tags: Social, Collaboration, Weighted, Projection

#SCHAMMASCH - INNERMOST, LOWERMOST ABYSS
#np

Ich glaube ja nicht, dass die Radfahrenden Schuld am schlechten Umsatz der Kandelofskys auf der #Hauptstraße sind.
https://archive.is/yn43w

Starlink says it's experiencing a network outage and is "implementing a solution"; NetBlocks reports that connectivity dropped to "16% of ordinary levels" (Richard Lawler/The Verge)
https://www.theverge.com/news/713359/starlink-down-ou…

Starlink satellite internet service is down everywhere
SpaceX’s satellite internet service, Starlink, is down globally, due to a “network outage.”

Networked pointing system: Bearing-only target localization and pointing control
Shiyao Li, Bo Zhu, Yining Zhou, Jie Ma, Baoqing Yang, Fenghua He
https://arxiv.org/abs/2506.18460 …

Networked pointing system: Bearing-only target localization and pointing control
In the paper, we formulate the target-pointing consensus problem where the headings of agents are required to point at a common target. Only a few agents in the network can measure the bearing information of the target. A two-step solution consisting of a bearing-only estimator for target localization and a control law for target pointing is constructed to address this problem. Compared to the strong assumptions of existing works, we only require two agents not collinear with the target to ensu…

Network Structures as an Attack Surface: Topology-Based Privacy Leakage in Federated Learning
Murtaza Rangwala, Richard O. Sinnott, Rajkumar Buyya
https://arxiv.org/abs/2506.19260

Network Structures as an Attack Surface: Topology-Based Privacy Leakage in Federated Learning
Federated learning systems increasingly rely on diverse network topologies to address scalability and organizational constraints. While existing privacy research focuses on gradient-based attacks, the privacy implications of network topology knowledge remain critically understudied. We conduct the first comprehensive analysis of topology-based privacy leakage across realistic adversarial knowledge scenarios, demonstrating that adversaries with varying degrees of structural knowledge can infer s…

Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection
Vinura Galwaduge, Jagath Samarabandu
https://arxiv.org/abs/2507.17161

Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection
Modern network intrusion detection systems (NIDS) frequently utilize the predictive power of complex deep learning models. However, the "black-box" nature of such deep learning methods adds a layer of opaqueness that hinders the proper understanding of detection decisions, trust in the decisions and prevent timely countermeasures against such attacks. Explainable AI (XAI) methods provide a solution to this problem by providing insights into the causes of the predictions. The majority of the exi…

It is fascinating to see how Poland 🇵🇱, once an unlikely leader in the energy transition, is increasingly giving the green light to smart use of renewable energy.
Dynamic energy contracts make smart energy use attractive to consumers. Supportive optional network tariffs offer an additional boost.
🧵 below, and as one LinkedIn post here:

What makes developments in Poland 🇵🇱 around dynamic tariffs interesting for other European countries to consider is the innovation that has also been set in motion in distribution network tariffs… | Jaap Burger | 15 comments
What makes developments in Poland 🇵🇱 around dynamic tariffs interesting for other European countries to consider is the innovation that has also been set in motion in distribution network tariffs. Today marks exactly one year since dynamic energy tariffs became available from all major energy suppliers in Poland. This obligation stems from the EU Electricity Directive 2019, which gives consumers throughout the European Union the right to choose such a tariff (and also applies to other Eu…

Two-flow Feedback Multi-scale Progressive Generative Adversarial Network
Sun Weikai, Song Shijie, Chi Wenjie
https://arxiv.org/abs/2508.16089 https://arxiv…

Two-flow Feedback Multi-scale Progressive Generative Adversarial Network
Although diffusion model has made good progress in the field of image generation, GAN\cite{huang2023adaptive} still has a large development space due to its unique advantages, such as WGAN\cite{liu2021comparing}, SSGAN\cite{guibas2021adaptive} \cite{zhang2022vsa} \cite{zhou2024adapt} and so on. In this paper, we propose a novel two-flow feedback multi-scale progressive generative adversarial network (MSPG-SEN) for GAN models. This paper has four contributions: 1) : We propose a two-flow feedbac…

Russian bots pose as The Insider to spread disinfo about Moldova’s President Maia Sandu, alleging she uses orphans to win votes
https://theins.press/en/news/283467

Russian bots pose as The Insider to spread disinfo about Moldova’s President Maia Sandu, alleging she uses ...
The Kremlin-linked Matryoshka bot network, named after the famous Russian nesting doll, is spreading disinformation on Twitter and Bluesky while posing as The Insider. The false narratives in the network’s latest campaign target Moldovan President Maia Sandu and her ruling Action and Solidarity Party (PAS), as revealed by the bot-monitoring project Bot Blocker (@antibot4navalny).

A Virtual Quantum Network Prototype for Open Access
Raj Kamleshkumar Madhu, Visuttha Manthamkarn, Zheshen Zhang, Jianqing Liu
https://arxiv.org/abs/2507.17495 https://

A Virtual Quantum Network Prototype for Open Access
The rise of quantum networks has revolutionized domains such as communication, sensing, and cybersecurity. Despite this progress, current quantum network systems remain limited in scale, are highly application-specific (e.g., for quantum key distribution), and lack a clear road map for global expansion. These limitations are largely driven by a shortage of skilled professionals, limited accessibility to quantum infrastructure, and the high complexity and cost associated with building and operat…

Sources: the NFL is in talks to take a minority stake of up to 10% in ESPN, which would own NFL Network and RedZone rather than just hold a controlling stake (Alex Sherman/CNBC)
https://www.cnbc.com/2025/07/24/nfl-media-espn-equity-ownership-deal.html

NFL in talks to take a 10% stake in ESPN
ESPN would own all of NFL Network and NFL RedZone, rather than just a controlling stake, if the deal moves forward as currently constructed, CNBC has learned.

Straggler-Resilient Federated Learning over A Hybrid Conventional and Pinching Antenna Network
Bibo Wu, Fang Fang, Ming Zeng, Xianbin Wang
https://arxiv.org/abs/2508.15821 https…

Straggler-Resilient Federated Learning over A Hybrid Conventional and Pinching Antenna Network
Leveraging pinching antennas in wireless network enabled federated learning (FL) can effectively mitigate the common "straggler" issue in FL by dynamically establishing strong line-of-sight (LoS) links on demand. This letter proposes a hybrid conventional and pinching antenna network (HCPAN) to significantly improve communication efficiency in the non-orthogonal multiple access (NOMA)-enabled FL system. Within this framework, a fuzzy logic-based client classification scheme is first proposed to…

The largest Forbush decrease in 20 years: Preliminary analysis of SEVAN network observations
A. Chilingarian, T. Karapetyan, B. Sargsyan
https://arxiv.org/abs/2506.17917

The largest Forbush decrease in 20 years: Preliminary analysis of SEVAN network observations
We present a preliminary analysis of the largest Forbush Decrease (FD) observed in solar cycle 25 using SEVAN network data. Triggered by consecutive Earth-directed CMEs on May 30 and 31, 2025, this event produced two distinct FD minima and a prolonged recovery, with significant anisotropies in cosmic ray response across the network. The timing of interplanetary shock arrivals was confirmed by SSC signatures at 05:22 UTC on June 1 and 10:19 UTC on June 2, marking the onset of each FD phase. The …

ISAC Network Planning: Sensing Coverage Analysis and 3-D BS Deployment Optimization
Kaitao Meng, Kawon Han, Christos Masouros, Lajos Hanzo
https://arxiv.org/abs/2506.18009

ISAC Network Planning: Sensing Coverage Analysis and 3-D BS Deployment Optimization
Integrated sensing and communication (ISAC) networks strive to deliver both high-precision target localization and high-throughput data services across the entire coverage area. In this work, we examine the fundamental trade-off between sensing and communication from the perspective of base station (BS) deployment. Furthermore, we conceive a design that simultaneously maximizes the target localization coverage, while guaranteeing the desired communication performance. In contrast to existing sc…

polbooks: Political books network (2004)
A network of books about U.S. politics published close to the 2004 U.S. presidential election, and sold by Amazon.com. Edges between books represent frequent copurchasing of those books by the same buyers. The network was compiled by V. Krebs and is unpublished.
This network has 105 nodes and 441 edges.
Tags: Informational, Relatedness, Unweighted, Metadata

Humm, some downsides to that new lighting render as well as the upsides. Need to adjust where the spotlights shine slightly for the next one I guess. Comes out overall darker, with less ambient light, some shots here far too dark.
#blender3d

Instructive: #bluesky

in and out, quick appview adventure | futur
it's an appview, michael, how long could it take? tl;dr I'm running what is, to my knowledge, the first instance of the Bluesky AppView containing all\* data in the history of the network This took me just over six months, for reasons entirely different than you think You can query it at bsky.ze...

Local graph estimation: Interpretable network discovery for complex data
Omar Melikechi, David B. Dunson, Noureddine Melikechi, Jeffrey W. Miller
https://arxiv.org/abs/2507.17172

Local graph estimation: Interpretable network discovery for complex data
Large, complex datasets often include a small set of variables of primary interest, such as clinical outcomes or known biomarkers, whose relation to the broader system is the main focus of analysis. In these situations, exhaustively estimating the entire network may obscure insights into the scientific question at hand. To address this common scenario, we introduce local graph estimation, a statistical framework that focuses on inferring substructures around target variables rather than recover…

Adaptive Control Attention Network for Underwater Acoustic Localization and Domain Adaptation
Quoc Thinh Vo, Joe Woods, Priontu Chowdhury, David K. Han
https://arxiv.org/abs/2506.17409

Adaptive Control Attention Network for Underwater Acoustic Localization and Domain Adaptation
Localizing acoustic sound sources in the ocean is a challenging task due to the complex and dynamic nature of the environment. Factors such as high background noise, irregular underwater geometries, and varying acoustic properties make accurate localization difficult. To address these obstacles, we propose a multi-branch network architecture designed to accurately predict the distance between a moving acoustic source and a receiver, tested on real-world underwater signal arrays. The network lev…

Inferring Diffusion Structures of Heterogeneous Network Cascade
Yubai Yuan, Siyu Huang, Abdul Basit Adeel
https://arxiv.org/abs/2506.19142 https://

Inferring Diffusion Structures of Heterogeneous Network Cascade
Network cascade refers to diffusion processes in which outcome changes within part of an interconnected population trigger a sequence of changes across the entire network. These cascades are governed by underlying diffusion networks, which are often latent. Inferring such networks is critical for understanding cascade pathways, uncovering Granger causality of interaction mechanisms among individuals, and enabling tasks such as forecasting or maximizing information propagation. In this project, …

Efficient optimization of variational tensor-network approach to three-dimensional statistical systems
Xia-Ze Xu, Tong-Yu Lin, Guang-Ming Zhang
https://arxiv.org/abs/2506.19339

Efficient optimization of variational tensor-network approach to three-dimensional statistical systems
Variational tensor network optimization has become a powerful tool for studying classical statistical models in two dimensions. However, its application to three-dimensional systems remains limited, primarily due to the high computational cost associated with evaluating the free energy density and its gradient. This process requires contracting a triple-layer tensor network composed of a projected entangled pair operator and projected entangled pair states. In this paper, we employ a split corn…

KKT-based optimality conditions for neural network approximation
Vinesha Peiris, Nadezda Sukhorukova, Julien Ugon
https://arxiv.org/abs/2506.17305 https://…

KKT-based optimality conditions for neural network approximation
In this paper, we obtain necessary optimality conditions for neural network approximation. We consider neural networks in Manhattan ($l_1$ norm) and Chebyshev ($\max$ norm). The optimality conditions are based on neural networks with at most one hidden layer. We reformulate nonsmooth unconstrained optimisation problems as larger dimension constrained problems with smooth objective functions and constraints. Then we use KKT conditions to develop the necessary conditions and present the optimalit…

#LEPROUS - Like A Sunken Ship
#nowplaying

LEPROUS - Like A Sunken Ship (OFFICIAL VIDEO) by InsideOutMusicTV
Listen now on your favorite streaming service. Powered by Songlink/Odesli, an on-demand, customizable smart link service to help you share songs, albums, podcasts and more.

TL;DR: Das Städtische Klinikum soll sparen, damit ein Parkhaus gebaut werden kann.
https://archive.is/phyJF

Digital Asset, which builds Canton Network, an open-source public blockchain for regulated financial institutions, raised $135M co-led by DRW and Tradeweb (Ryan Browne/CNBC)
https://www.cnbc.com/2025/06/24/goldman-sachs-citadel-digital-asset.html

Goldman Sachs and Citadel back crypto firm Digital Asset in $135 million funding round
The company said it will use the funding to advance adoption of the Canton Network, a blockchain for financial institutions.

polbooks: Political books network (2004)
A network of books about U.S. politics published close to the 2004 U.S. presidential election, and sold by Amazon.com. Edges between books represent frequent copurchasing of those books by the same buyers. The network was compiled by V. Krebs and is unpublished.
This network has 105 nodes and 441 edges.
Tags: Informational, Relatedness, Unweighted, Metadata

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation
Jiaqi Ma, Guo-Sen Xie, Fang Zhao, Zechao Li
https://arxiv.org/abs/2508.16159 https://

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation
Meta-learning aims to uniformly sample homogeneous support-query pairs, characterized by the same categories and similar attributes, and extract useful inductive biases through identical network architectures. However, this identical network design results in over-semantic homogenization. To address this, we propose a novel homologous but heterogeneous network. By treating support-query pairs as dual perspectives, we introduce heterogeneous visual aggregation (HA) modules to enhance complementa…

Statistics-encoded tensor network approach in disordered quantum many-body spin chains
Hao Zhu, Ding-Zu Wang, Shi-Ju Ran, Guo-Feng Zhang
https://arxiv.org/abs/2508.16286 https:/…

Statistics-encoded tensor network approach in disordered quantum many-body spin chains
Simulating the dynamics of quantum many-body systems with disorder is a fundamental challenge. In this work, we propose a general approach -- the statistics-encoded tensor network (SeTN) -- to study such systems. By encoding disorder into an auxiliary layer and averaging separately, SeTN restores translational invariance, enabling a well-defined transfer matrix formulation. We derive a universal criterion, $n \gg α^2 t^2$, linking discretization $n$, disorder strength $α$, and evolution durat…

Filing: CBS calls Trump's 60 Minutes lawsuit against the network "meritless" and an attempt to "evade bedrock First Amendment principles" (Ted Johnson/Deadline)
https://deadline.com/2025/06/trump-60-minutes-lawsuit-cbs-4-1236440025/

CBS Calls Donald Trump’s Lawsuit A “Meritless” Attempt To “Evade Bedrock First Amendment Principles” In Latest Filing In ’60 Minutes’ Case
The network made its latest filing in the president's lawsuit over "60 Minutes"

Efficient Neural Network Verification via Order Leading Exploration of Branch-and-Bound Trees
Guanqin Zhang, Kota Fukuda, Zhenya Zhang, H. M. N. Dilum Bandara, Shiping Chen, Jianjun Zhao, Yulei Sui
https://arxiv.org/abs/2507.17453

Efficient Neural Network Verification via Order Leading Exploration of Branch-and-Bound Trees
The vulnerability of neural networks to adversarial perturbations has necessitated formal verification techniques that can rigorously certify the quality of neural networks. As the state-of-the-art, branch and bound (BaB) is a "divide-and-conquer" strategy that applies off-the-shelf verifiers to sub-problems for which they perform better. While BaB can identify the sub-problems that are necessary to be split, it explores the space of these sub-problems in a naive "first-come-first-serve" manner…

"Die Rock-Ikone starb im Alter von 76 Jahren. Erst vor zwei Wochen hatte #Osbourne mit seiner Band Black Sabbath ein Abschiedskonzert in ihrer Gründungsstadt Birmingham gespielt"
https://www.

Ozzy Osbourne starb im Alter von 76 Jahren
Erst vor zwei Wochen hatte die Rock-Legende mit seiner Band Black Sabbath ein Abschiedskonzert in ihrer Gründungsstadt Birmingham gespielt

ARSAR-Net: Adaptively Regularized SAR Imaging Network via Non-matrix-inversion ADMM
Shiping Fu, Yufan Chen, Zhe Zhang, Xiaolan Qiu, Qixiang Ye
https://arxiv.org/abs/2506.18324

ARSAR-Net: Adaptively Regularized SAR Imaging Network via Non-matrix-inversion ADMM
Deep unfolding networks have constituted an emerging method for synthetic aperture radar (SAR) imaging. However, baseline unfolding networks, when unfolded from the alternating direction method of multipliers (ADMM), lack generalization capability across scenes as the regularizers are empirically designed. In this study, we introduce a learnable regularizer to the unfolding network and create an adaptively regularized SAR imaging network (ARSAR-Net), which pursues generalization capability acro…

China's Qianfan, the third largest satellite broadband constellation with 90 operational satellites, remains far short of its goal of 648 by the end of 2025 (Ling Xin/South China Morning Post)
https://www.scmp.com/news/china/science/ar

Exclusive | Trouble in orbit? China’s Starlink rival faces long delays amid rocket shortage
A shortage of rockets and competition for launch resources appear to be putting the mega-constellation’s targets in doubt.

Preserving spreading dynamics and information flow in complex network reduction
Dan Chen, Housheng Su, Yong Wang, Jie Liu
https://arxiv.org/abs/2506.18641 …

Preserving spreading dynamics and information flow in complex network reduction
Effectively preserving both the structural and dynamical properties during the reduction of complex networks remains a significant research topic. Existing network reduction methods based on renormalization group or sampling often face challenges such as high computational complexity and the loss of critical dynamic attributes. This paper proposes an efficient network reduction framework based on subgraph extraction, which accurately preserves epidemic spreading dynamics and information flow th…

euroroad: Euroroad network (2011)
A network of international "E-roads," mostly in Europe. Vertices represent cities and edges represents roads. Metadata includes names of cities.
This network has 1174 nodes and 1417 edges.
Tags: Transportation, Roads, Unweighted, Metadata
https://networks.skewed.de/net/euroroa…

Sources: NBCU is discussing launching a sports cable network that could debut as soon as the fall and would primarily carry sports also available on Peacock (Joe Flint/Wall Street Journal)
https://www.wsj.com/business/media/nbcu…

BGM-HAN: A Hierarchical Attention Network for Accurate and Fair Decision Assessment on Semi-Structured Profiles
Junhua Liu, Roy Ka-Wei Lee, Kwan Hui Lim
https://arxiv.org/abs/2507.17472

BGM-HAN: A Hierarchical Attention Network for Accurate and Fair Decision Assessment on Semi-Structured Profiles
Human decision-making in high-stakes domains often relies on expertise and heuristics, but is vulnerable to hard-to-detect cognitive biases that threaten fairness and long-term outcomes. This work presents a novel approach to enhancing complex decision-making workflows through the integration of hierarchical learning alongside various enhancements. Focusing on university admissions as a representative high-stakes domain, we propose BGM-HAN, an enhanced Byte-Pair Encoded, Gated Multi-head Hierar…

High-Precision Mixed Feature Fusion Network Using Hypergraph Computation for Cervical Abnormal Cell Detection
Jincheng Li, Danyang Dong, Menglin Zheng, Jingbo Zhang, Yueqin Hang, Lichi Zhang, Lili Zhao
https://arxiv.org/abs/2508.16140

High-Precision Mixed Feature Fusion Network Using Hypergraph Computation for Cervical Abnormal Cell Detection
Automatic detection of abnormal cervical cells from Thinprep Cytologic Test (TCT) images is a critical component in the development of intelligent computer-aided diagnostic systems. However, existing algorithms typically fail to effectively model the correlations of visual features, while these spatial correlation features actually contain critical diagnostic information. Furthermore, no detection algorithm has the ability to integrate inter-correlation features of cells with intra-discriminati…

Sen. Alex Padilla grants the Internet Archive federal depository status, making it a part of a network of over 1,100 libraries that archive government documents (Morgan Sung/KQED)
https://www.kqed.org/news/12049420/sf-based…

SF-Based Internet Archive Is Now a Federal Depository Library. What Does That Mean?
The Internet Archive, thanks to its designation by California Sen. Alex Padilla, joins a network of over 1,100 libraries that make government documents accessible to the public.

Muster kann ich...
#pastpuzzle 59
🟩🟩🟥🟨 (-5)
🟩🟥🟥🟥 (-714)
🟩🟥🟥🟩 (-170)
🟩🟩🟩🟩 (0)
4/4 🟩
https://www.pastpuzzle.de

dbpedia_producer: DBpedia producer network (2014)
A bipartite network of producers and the works they created, as extracted from Wikipedia by the DBpedia project.
This network has 187677 nodes and 207268 edges.
Tags: Economic, Production, Unweighted
https://networks.skewed.de/net/dbpedia

How to share Multipartite Entanglement in a Real-World Linear Network Connecting Two Metropoles
Janka Memmen, Anna Pappa
https://arxiv.org/abs/2507.17480 https://

How to share Multipartite Entanglement in a Real-World Linear Network Connecting Two Metropoles
The development of large-scale quantum communication networks necessitates the efficient distribution of quantum states to enable advanced cryptographic applications and distributed tasks. Multipartite entanglement is a key resource in many of these proposals, yet its generation is experimentally challenging, especially in noisy and lossy networks. While a substantial body of work focuses on the distribution of multi-partite entanglement in star-like topologies, practical implementations often …

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…

Sen. Alex Padilla grants the Internet Archive federal depository status, making it a part of a network of over 1,100 libraries that archive government documents (Morgan Sung/KQED)
https://www.kqed.org/news/12049420/sf-based…

SF-Based Internet Archive Is Now a Federal Depository Library. What Does That Mean?
The Internet Archive, thanks to its designation by California Sen. Alex Padilla, joins a network of over 1,100 libraries that make government documents accessible to the public.

A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection
Yong Zhang, Cunjian Chen, Qiang Gao, Yi Wang, Bin Fang
https://arxiv.org/abs/2508.16397

A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection
Real-time surface defect detection is critical for maintaining product quality and production efficiency in the steel manufacturing industry. Despite promising accuracy, existing deep learning methods often suffer from high computational complexity and slow inference speeds, which limit their deployment in resource-constrained industrial environments. Recent lightweight approaches adopt multibranch architectures based on depthwise separable convolution (DSConv) to capture multiscale contextual …

Ein Faktencheck wie aus der cDU Parteizentrale.
#Carolabrücke

flixster: Flixster friendship network (2009)
A network of friendships among users of Flixster, an online social movie website that allows users to share movie ratings and to connect each other. Nodes represent users and an edge exists if two users are friends.
This network has 2523386 nodes and 7918801 edges.
Tags: Social, Online, Unweighted

#TIL Electric power is not just "pumped electrons".
#veritasium

Learning Long-Range Action Representation by Two-Stream Mamba Pyramid Network for Figure Skating Assessment
Fengshun Wang, Qiurui Wang, Peilin Zhao
https://arxiv.org/abs/2508.16291

Learning Long-Range Action Representation by Two-Stream Mamba Pyramid Network for Figure Skating Assessment
Technical Element Score (TES) and Program Component Score (PCS) evaluations in figure skating demand precise assessment of athletic actions and artistic interpretation, respectively. Existing methods face three major challenges. Firstly, video and audio cues are regarded as common features for both TES and PCS predictions in previous works without considering the prior evaluation criterion of figure skating. Secondly, action elements in competitions are separated in time, TES should be derived …

flickr_growth: Flickr friendship network (2008)
A network of declared friendships among Frickr users. Nodes represent Frickr users and a directed edge (i,j) represents a directed declaration of friendship from i to j. Edges are timestamped.
This network has 2302925 nodes and 33140017 edges.
Tags: Social, Online, Unweighted, Timestamps
h…

Intel plans to spin off its Network and Edge Group into a standalone company and says it will seek outside investment for the business unit (Dylan Martin/CRN)
https://www.crn.com/news/networking/2025/intel-reveals-plan-to-spin-off-networkin…

Sources: ESPN and the NFL are nearing a landmark deal to add Red Zone, NFL Network, and more to the ESPN's streamer, launching in the fall for $29.99 per month (Andrew Marchand/New York Times)
https://www.nytimes.com/athletic/6509767/202…

ESPN and NFL closing in on ‘Next Era’-defining media deal
What could be in the deal: Red Zone Channel, NFL Network, seven regular-season games, enhanced betting and fantasy possibilities.

yeast_transcription: Yeast transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the yeast Saccharomyces cerevisiae.
This network has 916 nodes and 1094 edges.
Tags: Biological, Gene regulation, Unweighted
https://networks.sk…

law_firm: Lazega law firm network
Multiplex network with 3 edge types representing relationships (coworkers, friendship, advice) between partners and associates of a corporate law firm. Data hosted by Manlio De Domenico.
This network has 71 nodes and 2571 edges.
Tags: Social, Offline, Multilayer, Unweighted
https://net…

French payments group Worldline's stock drops 20% after European journalism network EIC reports alleging that the company covered up customer fraud (Bloomberg)
https://www.bloomberg.com/news/articles/20

polblogs: Political blogs network (2004)
A directed network of hyperlinks among a large set of U.S. political weblogs from before the 2004 election. Includes blog political affiliation as metadata.
This network has 1490 nodes and 19090 edges.
Tags: Informational, Web graph, Unweighted, Metadata
https://networks.skewed.d…

dolphins: Dolphin social network (1994-2001)
An undirected social network of frequent associations observed among 62 dolphins (Tursiops) in a community living off Doubtful Sound, New Zealand, from 1994-2001.
This network has 62 nodes and 159 edges.
Tags: Social, Animal, Unweighted
https://networks.skewed.de/net/dolphins…

a16z, OpenAI's Greg Brockman, and others launch Leading the Future, a pro-AI super PAC network with $100M in funding, hoping to emulate crypto PAC Fairshake (Wall Street Journal)
https://www.wsj.com/polit…

marvel_universe: Marvel Universe social network
The Marvel Universe collaboration network, where two Marvel characters are considered linked if they jointly appear in the same Marvel comic book.
This network has 19428 nodes and 95497 edges.
Tags: Social, Fictional, Unweighted
https://networks.skewed.de/ne…

chicago_road: Chicago road network
A transportation network of Chicago, USA, from an unknown date (probably late 20th century). Nodes represent intersections or endpoints and edge represent the road connecting these nodes.
This network has 12982 nodes and 39018 edges.
Tags: Transportation, Roads, Unweighted
https://

The EU says it will investigate whether KKR provided incorrect or misleading information in its €22B acquisition of Telecom Italia's fixed-line network (Foo Yun Chee/Reuters)
https://www.reuters.com/legal/litigation/e

fediverse: Fediverse network (2018)
An early snapshot of the federation network among web publishers using the ActivityPub protocol. Nodes are instances, and a directed edge exists if an instance follows another instance.
This network has 4860 nodes and 484164 edges.
Tags: Social, Online, Information
https://ne…

hyves: Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.
This network has 1402673 nodes and 2777419 edges.
Tags: Social, Online, Unweighted

hyves: Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.
This network has 1402673 nodes and 2777419 edges.
Tags: Social, Online, Unweighted

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

jazz_collab: Jazz collaboration network
The network of collaborations among jazz musicians, and among jazz bands, extracted from The Red Hot Jazz Archive digital database, covering bands that performed between 1912 and 1940.
This network has 198 nodes and 2742 edges.
Tags: Social, Collaboration, Unweighted
https://

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

yeast_transcription: Yeast transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the yeast Saccharomyces cerevisiae.
This network has 916 nodes and 1094 edges.
Tags: Biological, Gene regulation, Unweighted
https://networks.sk…

dbpedia_genre: DBpedia work-genre network
A bipartite network of the affiliations between artists and their works on one side and genre classifications on the other, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 266717 nodes and 463497 edges.
Tags: Informational, Relatedness, Unweighted

terrorists_911: 9-11 terrorist network
Network of individuals and their known social associations, centered around the hijackers that carried out the September 11th, 2001 terrorist attacks. Associations extracted after-the-fact from public data. Metadata labels say which plane a person was on, if any, on 9/11.
This network has 62 nodes and 152 edges.
Tags: Social, Offline, Unweighted, Metadata

contact: Haggle human proximity network (2006)
A network of human proximities, as measured by carried wireless devices. Each node represents a person, and an edge denotes when two people were within a certain proximity of each other, as measured by a wireless protocol (Bluetooth or Wifi). The edges are timestamped.
This network has 274 nodes and 28244 edges.
Tags: Social, Offline, Unweighted, Timestamps

residence_hall: ANU Residence Hall network
A network of friendships among students living in a residence hall at Australian National University (date unknown). Edge direction indicates that resident i named resident j as a friend, and edge weight indicates the level of friendship: 5 (best friend), 4 (close friend), 3 (friend), 2, 1.
This network has 217 nodes and 2672 edges.
Tags: Social, Offline, Weighted

pokec: Pokec online social network (2012)
The online social network of Pokec, a popular OSN in Slovakia, from 2012. Date covers about 10 years and more than 1.6 million people. Profile data contains gender, age, hobbies, interest, education etc. Profile metadata are in Slovak language. Friendships in Pokec are oriented.
This network has 1632804 nodes and 30622564 edges.
Tags: Social, Online, Metadata

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

dbpedia_location: DBpedia entity-location network
A bipartite network of the affiliations between named entities from Wikipedia and particular notable locations, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 225498 nodes and 293697 edges.
Tags: Informational, Relatedness, Unweighted

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
https://

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

celegansneural: C. elegans neurons (1986)
A network representing the neural connections of the Caenorhabditis elegans nematode.
This network has 297 nodes and 2359 edges.
Tags: Biological, Connectome, Weighted
https://networks.skewed.de/net/celegansneural
Rid…

lesmis: Les Misérables coappearances
The network of scene coappearances of characters in Victor Hugo's novel "Les Miserables". Edge weights denote the number of such occurrences.
This network has 77 nodes and 254 edges.
Tags: Social, Fictional, Weighted
https://networks.skewed.de/net/lesmis

adjnoun: Word adjacencies of David Copperfield
A network of word adjacencies of common adjectives and nouns in the novel "David Copperfield" by Charles Dickens.
This network has 112 nodes and 425 edges.
Tags: Informational, Language, Unweighted
https://networks.skewed.de/net/adjnoun

celegansneural: C. elegans neurons (1986)
A network representing the neural connections of the Caenorhabditis elegans nematode.
This network has 297 nodes and 2359 edges.
Tags: Biological, Connectome, Weighted
https://networks.skewed.de/net/celegansneural
Rid…

lesmis: Les Misérables coappearances
The network of scene coappearances of characters in Victor Hugo's novel "Les Miserables". Edge weights denote the number of such occurrences.
This network has 77 nodes and 254 edges.
Tags: Social, Fictional, Weighted
https://networks.skewed.de/net/lesmis

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

ceo_club: CEO Club Memberships
A bipartite network of the memberships of chief executive officers and the social organizations (clubs) to which they belong, from the Minneapolis-St. Paul area. Data originally collected by Galaskiewicz in 1985.
This network has 40 nodes and 95 edges.
Tags: Social, Affiliation, Unweighted
https://

reuters: Reuters news stories (1987, 2000)
A bipartite network of Reuters news stories and words. Edges connect each story to all the words it contains.
This network has 1065176 nodes and 60569726 edges.
Tags: Informational, Language, Unweighted
https://networks.skewed.de/net/reuters…

trec_web: TREC WT10g (2003)
A web graph network originally constructed in 2003 as a testbed for information-retrieval techniques, including web search engines. Distributed by University of Glasgow.
This network has 1601787 nodes and 8063026 edges.
Tags: Informational, Web graph, Unweighted
https://networks.skewed.de/net…

swingers: Swingers and parties (2013)
A bipartite sexual affiliation network representing “swing unit” couples (one node per couple) and the parties they attended.
This network has 96 nodes and 232 edges.
Tags: Social, Offline, Unweighted
https://networks.skewed.de/net/swingers

reactome: Joshi-Tope human protein interactome (2005)
A network of human proteins and their binding interactions, extracted from Reactome project. Nodes represent proteins and an edge represents a binding interaction between two proteins.
This network has 6327 nodes and 147547 edges.
Tags: Biological, Protein interactions, Unweighted
https:/…

bible_nouns: Bible noun phrases
A network of noun phrases (places and names) in the King James Version of the Bible. Each node is a noun phrase, and an edge exists if the noun phrases co-occur in a Bible verse. Edge weight denotes how often the two words co-occur.
This network has 1773 nodes and 9131 edges.
Tags: Informational, Language, Weighted

florentine_families: Padgett Florentine families
Multiplex network with 2 edge types representing marriage alliances and business relationships between Florentine families during the Italian Renaissance. Data hosted by Manlio De Domenico.
This network has 16 nodes and 35 edges.
Tags: Social, Relationships, Multilayer, Unweighted
…

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 20513 nodes and 82138 edges.
Tags: Technological, Communication, Unweighted, Temporal

wikipedia_growth: en-Wikipedia links (2007)
The network of hyperlinks among English wikipedia pages, in 2007. An edge (i,j) indicates that article i hyperlinks to article j, and each edge is timestamped with its creation.
This network has 1870709 nodes and 39953145 edges.
Tags: Informational, Web graph, Unweighted, Timestamps
https:/…

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

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

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

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

jung: JUNG and javax class dependencies (2012)
A network of software class dependency within the JUNG 2.0.1 and javax 1.6.0.7 library namespaces edu.uci.ics.jung and java/javax. Nodes represent classes and a directed edge indicates a dependency of one class on another.
This network has 6120 nodes and 138706 edges.
Tags: Technological, Software, Unweighted

interactome_pdz: PDZ-domain interactome (2005)
A network of PDZ-domain-mediated protein–protein binding interactions, extracted from the PDZBase database. Nodes represent proteins and an edge represents a binding interaction between two proteins.
This network has 212 nodes and 244 edges.
Tags: Biological, Protein interactions, Unweighted

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 2355 nodes and 9143 edges.
Tags: Informational, Web graph, Multigraph, Timestamps