graph-tool @graph_tool
graph-tool is an efficient Python module for manipulation and statistical analysis of graphs, implemented in C++. Also on 🐘 @[email protected] graph-tool.skewed.de Package manager near you. Joined March 2021-
Tweets30
-
Followers770
-
Following240
-
Likes41
Good news for Arch GNU/Linux users! Graph-tool is now available in the main repository! To install it, just do: pacman -S python-graph-tool The days of compiling graph-tool from AUR are over! Rejoice! 🎉
1
4
13
808
1
View Details
graph-tool retweeted
Hello world! We're a research group led by @tiagopeixoto at the newly founded IT:U, Linz, Austria. We focus on inverse problems in network science and complex systems. Follow this account to get scientific updates! skewed.de/tiago
graph-tool retweeted
Did you know that you install @graph_tool via @condaproject, it will install binaries that are optimized for your specific CPU micro-architecture, including SIMD vectorization, in addition to having OpenMP enabled? It's awesome! Try it out today!
graph-tool retweeted
Good news everyone! A new version of graph-tool is just out! @graph_tool graph-tool.skewed.de @graph_tool is a comprehensive and efficient Python library to work with networks, including structural, dynamical, and statistical algorithms, as well as visualization. 1/N
graph-tool retweeted
Applying Bayesian generative stochastic block modelling to the molecular data of individual patient lesions, we reveal a hierarchical network structure of tumour genetics. Powered by @tiagopeixoto's @graph_tool: check it out for your research. 3/6 🧵
graph-tool retweeted
@graph_tool does this! graph-tool.skewed.de/static/doc/aut…
This could open a can of worms but... should libraries that offer modularity maximisation methods issue a health warning when the relevant functions are imported? Or maybe just a note in the docs would do the same without bringing scientific debate to the command line
graph-tool retweeted
@graph_tool's documentation has just gotten a facelift! Besides an overall re-organization, now there's a new and improved quick start guide. Check it out and tell your friends! graph-tool.skewed.de/static/doc/ind…
graph-tool retweeted
Did you know that you can easily use @graph_tool with @SingularityApp? Singularity/Apptainer lets you run containers in HPC clusters *as a regular user*. This means you do not have to ask your sysadmin to install software for you! Easy instructions: git.skewed.de/count0/graph-t…
graph-tool retweeted
@moeslim_roni @graph_tool @SingularityApp It's often ~200x faster, does better visualization (IMO), and contains many different algorithms, including inferential community detection. graph-tool.skewed.de/performance graph-tool.skewed.de/static/doc/dem…
@gdeandajauregui @PrometeoRojo @filipcou @redcompleja ✊
graph-tool retweeted
Good news everyone! A new version of graph-tool is just out! @graphtool graph-tool.skewed.de Single line installation: Anaconda ⤵️ conda create --name gt -c conda-forge graph-tool Homebrew ⤵️ brew install graph-tool Debian/Ubuntu⤵️ apt-get install python3-graph-tool 1/2
graph-tool retweeted
I've moved the @graphtool mailing list to a discourse forum at forum.skewed.de/c/graph-tool The interface is a bit more friendly to many, but it is still possible to interact with it via email, much like a mailing list. The whole archive has been mirrored there as well.
@Moritz_Laber Please open an issue with the problem in the website, and it will be investigated!
@AndradaOlteanuu You may want to try out graph-tool! graph-tool.skewed.de
graph-tool retweeted
Do you want to study the rich US faculty hiring dataset just published with the paper below by @hneutr, @_szhang, @aaronclauset and @DanLarremore ? It's now also on @netzschleuder on several formats, and can be easily loaded into @graphtool! See: networks.skewed.de/net/faculty_hi…
1/ New paper! nature.com/articles/s4158… with @_szhang @aaronclauset @DanLarremore. 🎓 We analyzed all 295K tenure-track faculty at US PhD-granting universities in 10,612 departments over 10 years to quantify hierarchy and dynamics in US faculty hiring and retention. 🦥 A summary:
graph-tool retweeted
Good news everyone! A new version of graph-tool is just out! @graphtool graph-tool.skewed.de Single line installation: anaconda ⤵️ conda create --name gt -c conda-forge graph-tool homebrew ⤵️ brew install graph-tool debian/ubuntu⤵️ apt-get install python3-graph-tool
Tiago Peixoto @tiagopeixoto
8K Followers 5K Following (Inactive account) Statistical mechanic, secular Bayesian. Prof. of Complex Systems and Network Science @ IT:U, Austria. Head of the @invcomplexity lab.
NetScience @net_science
10K Followers 1K Following Reader in Applied Mathematics @QMUL, Chair https://t.co/1wtfI9jv7F, 2024-26 Turing Fellow @turinginst. Network Science, Data Science, and Digital Epidemiology
Sofia Teixeira @branmorrighan
3K Followers 924 Following Associate Professor @NortheasternLDN , @NUnetsi | Researcher @LASIGE (Computer Scientist by training working on Network Science/Complex Systems)
Hiroki Sayama @HirokiSayama
8K Followers 514 Following What I do not understand, I can still create. -- unknown アメリカで大学教員やっています．いつもヘンなことばかり考えています．意識低い系．
Leto Peel @PiratePeel
1K Followers 317 Following Data Mining, Pillaging and Plundering. Assistant Professor @data_um #Networks #Data #ComplexSystems Now available at https://t.co/rMry481CMN
Sam Scarpino @svscarpino
10K Followers 2K Following Scientist. Director @Experiential_AI, Faculty @Northeastern, @sfiscience, @uvmcomplexity; Cofounder @globaldothealth. Now @ https://t.co/aAQzm0G0mf
Martina Contisciani @mcontisc
1K Followers 910 Following Postdoctoral Researcher @dnds_ceu. Previously, PhD @MPI_IS. Interested in probabilistic generative models, statistical inference, and network science.
Ciro Cattuto @ciro
7K Followers 4K Following Data Science · Digital Epidemiology · Computational Social Science. Scientific Director @ISI_Fondazione. Moving to https://t.co/nfnHwpjNub
Giovanni Petri @lordgrilo
3K Followers 1K Following Topology, complex networks, neuroscience; Professor @NUnetsi; PI @NPLab_; PI @ProjectCETI; Science Comm Fellow @museumofscience; Angoleiro, wine-drinker.
emanuele @ecozzo
1K Followers 2K Following Sociofísica Complejidad Redes Tecnopolitica Asuntos personales. Cofundador @H3URISTICA. Lector @UB_ICS e investigador asociado @CNSC_IN3.
Netzschleuder @netzschleuder
325 Followers 240 Following Network catalogue, repository and centrifuge. Comprehensive, and with an auditable and contributable FLOSS codebase. +160K nets to date! (by @tiagopeixoto)
Dirk Brockmann @DirkBrockmann
25K Followers 1K Following Physicist - Author - Research on Complex Systems - Director Center Synergy of Systems - TUD Dresden University of Technology
Brennan Klein @jkbren
3K Followers 973 Following Network scientist at @NUNetsi || @IPIPS_Harvard — @ https://t.co/LhxK3zGekS
Andrea Santoro @andreasantor0
656 Followers 481 Following Complex Networks - Neuroscience Researcher @ ISI Foundation
Ingo Scholtes @ingo_S
2K Followers 891 Following Professor of Machine Learning for Complex Networks at CAIDAS @Uni_Wue / Editor @epj_ds / Hiking, Cycling, Photography & Astronomy, private account
hocine cherifi @HocineCherifi
1K Followers 3K Following Founder EiC @AppliedNetSci @PLOS Complex Systems | Prof @LaboICB Data Science | Complex Systems | Computer Vision | Network Science https://t.co/rD2LXITuyM
César A. Hidalgo @cesifoti
59K Followers 3K Following Professor at Toulouse School of Economics & Director of the Center for Collective Learning. Founder Datawheel & https://t.co/2d5FR0ZOwx Latest book: The Infinite Alphabet
Sigurd @VictorJuiz
6 Followers 911 Following
Ralrui @Ralrui12672
33 Followers 1K Following
Adrian Redondo @adrianrero
21 Followers 426 Following
TOOLOLAB @toololab101
0 Followers 30 Following
captainmusoke @MusokeSamuelN
450 Followers 5K Following always simple...time after time... Traveler. Economist. socialist. https://t.co/7eRJFfvBrZ
Zahra Yazdani @zaryazdani
18 Followers 105 Following Ph.D. Student in Physics at CERVO Brain Research Centre, Université Laval, QC, Canada
M. M. Tarozo @MTarozo32684
29 Followers 296 Following I'm trying to become a researcher and data scientist.
Guillermo Romero @JuillermoRomero
122 Followers 414 Following El Quijote muere al final del segundo libro. https://t.co/VSWcVIaMVV
ShadowManifold @shadowmanifold
2 Followers 33 Following
yurak @yurak_e
72 Followers 254 Following 鹿を見てると落ち着く。k8s使う側の人から、生成AI使う側の人に。Resilient, Manageable, Observable, and Sustainable. Tweets are my own.
Hilda @TethoskiylrMH
2 Followers 470 Following
Yang Chen @yeung2000
298 Followers 720 Following Professor within the School of Computer Science at Fudan University | Former postdoc at Duke
Plysatey @PlysateyGsIe1x
7 Followers 522 Following
Toonesski @ToonesskiESEZ
36 Followers 764 Following
Mohandeep Singh @mathephysicist
129 Followers 5K Following "If I feel unhappy, I do mathematics to become happy. If I am happy, I do mathematics to keep happy." - Alfréd Rényi (and me 😄)
Dr Quique Hernandez (... @KikeHdezCastro
661 Followers 3K Following Now moving to BlueSky social 👉🏼 https://t.co/6S9vT5d0g8
Eric Niemeyer @Judah2018
3 Followers 1K Following
Inverse Complexity La... @invcomplexity
330 Followers 391 Following Research group @ IT:U, focusing on inverse problems in network science and complex systems. Led by @tiagopeixoto. 🦣 https://t.co/EVRBK0yj85
Göktuğ @UltraNasyonal
286 Followers 756 Following Political Scientist / BSc Gazi University - MSc Istanbul University
memayyj @memayyj
0 Followers 31 Following
Gautam "Machi" Machir... @gmachiraju
707 Followers 5K Following AI x biology @RadicalNumerics 🧬 discovery via interp & attribution🔬 Prev @HazyResearch @CanaryCenter 🌲 Prog house/city pop, 3rd spaces, design/aesthetic 🌺
Ludmila Kolouchova @KolouchovaL
112 Followers 991 Following PhD candidate at Czech University of Life Sciences Prague. Interested in Creative Cities Planning, Policy & Sustainability in Global South
BrunoFisico @bruno_fisico
22 Followers 945 Following Humanista nato, amante da Vida, Ciência e Matemática.
Bukyoung Jhun @bukyoungjhun
90 Followers 195 Following Postdoc working on inferential network science in @invcomplexity at IT:U Austria Visiting researcher at @dnds_ceu PhD in Physics from Seoul National University
Luca Gallo @l_gajo
554 Followers 2K Following Postdoctoral fellow at @AnetiLabs | Previously at @dnds_ceu, @UNamur, @DfaUnict
Iseerealities @iseerealities
0 Followers 171 Following
Federica Bianchi @EulalieBianchi
103 Followers 1K Following
Jun Yamamoto @__jymmt__
96 Followers 172 Following PhD candidate @dnds_ceu ← MSc Math @QMULMaths ← BEng Appl.Phys. @HokkaidoUni Complex networks & statistical physics @ https://t.co/Byr4jObH5G
Ade Paranata @AdeParanata1
143 Followers 973 Following Ph.D in Regional Policy and Economics | Pécs Tudomanyegyetem | University of Pécs 🇭🇺 @pte1367
Veritas @ahuayeah
37 Followers 340 Following Networks & Complexity. PhD @CityUHongKong. Posdoc @BNU_1902.
Florenciaever @very_tiredgirl
16 Followers 1K Following
Adarsh Khanna @Adarsh14287
186 Followers 1K Following Senior Architect on #IBMzSystems. Focussed on #LegacyModernization #zAPIs #zAutomation #Java on z systems #Devops on z systems #Microservices #ApacheKafka
Sung Soo Moon @sungsoomoon99
74 Followers 1K Following PhD student @Cambridge_Uni | dreaming about biological networks...
Stefano Tambalo @tambalost
69 Followers 254 Following Magnetic Resonance, Data and Image Processing @ CIMeC UniTN (IT)
Kunal Pandit @yougotkunal
341 Followers 406 Following Research Engineer in the @NYGCtech lab at @nygenome. Interested in lab-on-chip, microfluidics, single cell & spatial omics. @yougotkunal.bsky.social
Pedro @pedro_mmb
334 Followers 3K Following
christian caballero @chriscaballero_
267 Followers 1K Following polisci phd candidate @ucberkeley, visiting @nyusociology | (counter)culture, organizations, and democracy in America
Paul Nulty @pgnulty
444 Followers 1K Following Lecturer in Comp Sci at Birkbeck, London. Natural language processing for social science and humanities. @[email protected] , pgnulty on bsky and threads
Daniel Dobriy (Q11227... @semantic42
2K Followers 2K Following Knowledge Graphs Researcher @wuvienna & Programme Manager @KMA_HQ | #digitalhumanism #knowledgegraphs #ai | https://t.co/xoERSGOyvN
Hüden Neşe @meddcezirr
224 Followers 1K Following Ph.D. / Research Assistant / Boğaziçi University / Biomedical Engineering 🧠 👩💻 🎨 #Neuroscience #BrainArt
Tiago Peixoto @tiagopeixoto
8K Followers 5K Following (Inactive account) Statistical mechanic, secular Bayesian. Prof. of Complex Systems and Network Science @ IT:U, Austria. Head of the @invcomplexity lab.
NetScience @net_science
10K Followers 1K Following Reader in Applied Mathematics @QMUL, Chair https://t.co/1wtfI9jv7F, 2024-26 Turing Fellow @turinginst. Network Science, Data Science, and Digital Epidemiology
New papers in Network... @networkspapers
5K Followers 0 Following Semi-automatically curated list of new publications in Network Science. See website for details, comments or suggestions.
Yamir Moreno @cosnet_bifi
9K Followers 583 Following Prof. Yamir Moreno. Physicist. Networks & Complexity. Director of BIFI, Cosnet & Nectunt Labs. Past President @netscisociety & @CompSysSoc. Fellow @APSphysics.
Sofia Teixeira @branmorrighan
3K Followers 924 Following Associate Professor @NortheasternLDN , @NUnetsi | Researcher @LASIGE (Computer Scientist by training working on Network Science/Complex Systems)
Alessandro Vespignani @alexvespi
28K Followers 1K Following Network & Data Science, Computational Epidemiology, Complex Systems
Hiroki Sayama @HirokiSayama
8K Followers 514 Following What I do not understand, I can still create. -- unknown アメリカで大学教員やっています．いつもヘンなことばかり考えています．意識低い系．
Leto Peel @PiratePeel
1K Followers 317 Following Data Mining, Pillaging and Plundering. Assistant Professor @data_um #Networks #Data #ComplexSystems Now available at https://t.co/rMry481CMN
Sam Scarpino @svscarpino
10K Followers 2K Following Scientist. Director @Experiential_AI, Faculty @Northeastern, @sfiscience, @uvmcomplexity; Cofounder @globaldothealth. Now @ https://t.co/aAQzm0G0mf
Andrea Baronchelli @a_baronca
5K Followers 598 Following I study decentralized networks of humans and machines
Marton Karsai @MartonKarsai
1K Followers 313 Following
Steven Strogatz @stevenstrogatz
180K Followers 3K Following Mathematician, writer, Cornell professor. All cards on the table, face up, all the time.
Gabriel Peyré @gabrielpeyre
100K Followers 448 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Massimo Stella PhD @MassimoSt
2K Followers 898 Following Prof. on direct call from abroad @UniTrentoDIPSCO. Director of CogNosco Lab. Inactive account, join me here: https://t.co/7QtLrvPZLj
Giovanni Petri @lordgrilo
3K Followers 1K Following Topology, complex networks, neuroscience; Professor @NUnetsi; PI @NPLab_; PI @ProjectCETI; Science Comm Fellow @museumofscience; Angoleiro, wine-drinker.
Netzschleuder @netzschleuder
325 Followers 240 Following Network catalogue, repository and centrifuge. Comprehensive, and with an auditable and contributable FLOSS codebase. +160K nets to date! (by @tiagopeixoto)
Iacopo Iacopini @iacopoiacopini
2K Followers 538 Following Complex Networks · Complex Systems · Cities | Associate Professor @NUnetsi | Previously @JSMF Fellow @dnds_ceu, @univamu, @CASAUCL, @turinginst | PhD @QMULMaths
Dirk Brockmann @DirkBrockmann
25K Followers 1K Following Physicist - Author - Research on Complex Systems - Director Center Synergy of Systems - TUD Dresden University of Technology
Michael Bronstein @mmbronstein
58K Followers 8K Following #DeepMind Professor of #AI @UniofOxford / Director #AITHYRA / Chief Scientist @proximabio / https://t.co/kZpGpDAw4t (opinions are mine) 🤖🧪🧬🎶🐎
Women in Network Scie... @WiNS_Society
3K Followers 2K Following Fostering opportunities for the education, employment, and career advancement of women, non-binary, and trans researchers in #NetworkScience. Allies welcome.
yrCSS | Now on Bluesk... @YR_CSS
5K Followers 244 Following Not here anymore! But we’re active on: ☁️ https://t.co/RotyPW5Gp8 🐘 https://t.co/bCQI10kRbV 🌍 https://t.co/ANTcQBf2sY
President of the Comp... @Po_CSS
1K Followers 273 Following The Complex Systems Society is active at https://t.co/xscDxhcpJW
Riccardo Gallotti @ricgallotti
1K Followers 597 Following Interdisciplinary physicist Head of the @chub_fbk research unit at @FBK_research Human behaviour, mobility, transport, decision making, infodemics, data science
𝙲𝚘𝚖𝚙𝚕�... @CompleNet
4K Followers 710 Following 17ᴛʜ ɪɴᴛᴇʀɴᴀᴛɪᴏɴᴀʟ ᴄᴏɴꜰᴇʀᴇɴᴄᴇ ᴏɴ ᴄᴏᴍᴘʟᴇx ɴᴇᴛᴡᴏʀᴋꜱ ᴢᴀʀᴀɢᴏᴢᴀ, ꜱᴘᴀɪɴ ᴍᴀʏ 4-8, 2026 ʜᴛᴛᴘ://ᴄᴏᴍᴘʟᴇɴᴇᴛ.ᴡᴇᴇʙʟʏꜱɪᴛᴇ.ᴄᴏᴍ
Ginestra Bianconi @gin_bianconi
5K Followers 228 Following Mathematical physicists working on networks, statistical mechanics, topology, non-linear dynamics. Author of "Multilayer networks: Structure and Function" (OUP)
Guillermo Romero @JuillermoRomero
122 Followers 414 Following El Quijote muere al final del segundo libro. https://t.co/VSWcVIaMVV
Nassim Nicholas Taleb @nntaleb
1.2M Followers 2K Following Flaneur: probability (philosophy), probability (mathematics), probability (real life),Phoenician wine, deadlifts & dead languages. Greco-Levantine.Canaan. #RWRI
Daniela Leite @leite_danie
49 Followers 222 Following Research Scientist at @Intel, mostly interesting in building intelligent orchestration systems. Formerly @MPI_IS
Antonio Barajas @TonioBarajas
39 Followers 198 Following I am a physician, and PhD in Biomedical Sciences at UNAM. I study metabolic syndrome by any and all means necessary.
Hasan Bayanouni, Ph.D... @bayanouni
165 Followers 213 Following
Michele Bruno @MicheleBruno_
8 Followers 219 Following Design technologist trying to do cool stuff on Web2 and Web3
geebio @geohuemicro117
15 Followers 76 Following
NONAKA Takaaki #BizOp... @takaaki336
58 Followers 792 Following 八ヶ岳の麓で温泉につかって育つ。趣味はバスケ🏀サッカー⚽登山🏔料理🔪読書📖 デッサン✎ピアノ🎹スタートアップでBizOps。人生の主題は「可動性の向上」と「テクノロジーとの調和」。故郷で和モダンの平屋に住んでゆったり過ごすのが理想の生活。狐が好きです。
Dr. Nicholas Cooley @npcooley
454 Followers 2K Following Elder millennial. #rstats. Organic chemistry. Biosynthetic gene clusters. All models are bad, but some are useful. he/him 🌶️🥑🥓🍳🍺🚣🏻♂️
Brian Gordon @BrianGordon81
2K Followers 1K Following Associate Professor @WUSTL | @MIRimaging | @WUADRC | @PyschIllinois Alumnus | Using cognitive neuroscience and neuroimaging to study #aging and #Alzheimers
Yajie Xu @_Yajie_Xu
156 Followers 804 Following Ph.D. Candidate in Economics @USouthFlorida | Human-AI | Social Networks | Complex System
Johary Ny Aina Andria... @JoharyNyAina
7 Followers 551 Following
Chien-Chun Ni @saibalmars
50 Followers 261 Following Research Scientist, Yahoo! knowledge graph @yahooresearch
Valentine Makhouleen @iamnewmedia
691 Followers 3K Following (he/him) Naturalist, designer, beekeeper, diver, product designer @preludeorg. Helping mission-driven organizations grow and succeed. 🇺🇦🇨🇦
Zhendong Sha 沙桢�... @ZhendongS
39 Followers 457 Following Bioinformatician for complex disease genomics. Reserch interest: 💻Machine learning, Fundation Model, and Network science. 🎙️Opinions are my own
Mehadi Hasan @ngshasan
514 Followers 5K Following Staff Scientist #AI #Bioinformatics #Genomics #PrecisionMedicine #Biostatistics
Rob Smith @Lestropie
593 Followers 185 Following Neuroscientist & software developer (diffusion MRI). Academic content only.
小黑 @wangguan306
11 Followers 721 Following
John M. Shea @jmshea
417 Followers 552 Following Husband, father, electrical engineer, professor at UF. Personal page. Link is Foundations of Data Science with Python book(Affiliate link) [email protected]
Bioinfor @Bioinfor23
5 Followers 171 Following
Florian Ph.S Fischmei... @FPFischmeister
471 Followers 1K Following Group Leader and head of @DINLab @MedUni_Vienna, Guest Professor with @AlpenAdriaUni. Interested in intervention based plasticity of brain/microbiome.
Dr Mark Greenaway @certifiedwaif
1K Followers 4K Following I did my PhD in computational statistics, with @john_t_ormerod on variational approximations. I'm a Data Scientist @ CBA.
Lukas Warode @lukas_warode
568 Followers 1K Following PhD Student @GESSuniMannheim @MZESUniMannheim. Formerly @politico. MDS Alumnus @thehertieschool. Research on Political Ideology.
Roman Makarov @RomanAMakarov
85 Followers 147 Following
Conceptomics @ConceptomicsArt
33 Followers 790 Following Translational research scientist with a side of art
Jason Cox @JasonOfficialMe
278 Followers 5K Following 🌐📉 | Data Engineer @Blizzard_Ent | Network Science Instructional Associate @gtcomputing | My posts sometimes represent myself but never my employer.
Hsuan Lee @HsuanLee10
6 Followers 47 Following
Alireza Javadian Sabe... @ArjSabet
346 Followers 723 Following Ph.D. student @PittDINS, University of Pittsburgh | Alum @PoliMi @datascience_mi #ComputationalSocialScience #Education #FutureOfWork
Jose Luis Mateos @jlmateos
5K Followers 4K Following Doctor en Física. Instituto de Física y C3 UNAM. Redes, Movilidad Humana, IA. Physicist Prof: Networks, Human Mobility, AI
Stephen Kelley @skymillsociety
4 Followers 55 Following
Dhrubajyoti Biswas @djbiswas98
79 Followers 1K Following Postdoc @IITKgp @DBT_NBRC; MSc-PhD @iitmadras; BSc Physics @sxc_cal.
Ankur Sinha @sanjay_ankur
1K Followers 4K Following Research Fellow at SilverLab/@UCL; part of @OSBTeam @NeuroML; FOSS volunteer @fedora @neurofedora; #ComputationalNeuroscience #OpenScience. He/Him/His.Trends for United States
You might like
New papers in Network...
@networkspapers
5K Followers
Network Science Socie...
@netscisociety
6K Followers
𝙲𝚘𝚖𝚙𝚕�...
@CompleNet
4K Followers
Marton Karsai
@MartonKarsai
1K Followers
Marton Posfai
@mposfai
488 Followers
hocine cherifi
@HocineCherifi
1K Followers
Tiago Peixoto
@tiagopeixoto
8K Followers
Giovanni Petri
@lordgrilo
3K Followers
Ronaldo Menezes
@ronaldomenezes
2K Followers
LINUXtips
@LINUXtipsBR
26K Followers