statnet, Twitter, 6/21/2023 2:20:48 PM, 292117


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statnet Twitter NodeXL SNA Map and Report for Wednesday, 21 June 2023 at 14:18 UTC
statnet Twitter NodeXL SNA Map and Report for Wednesday, 21 June 2023 at 14:18 UTC
From:
marc_smith
Uploaded on:
June 21, 2023
Short Description:
statnet via NodeXL https://bit.ly/46gWck9
@pavelkrivitsky
@csmarcum
@aespinosarada
@marc_smith
@dynamicssiam
@rstatstweet
@ognyanova
@et_lange
@andreasaasheim
@robackland

Top hashtags:
#statnet
#rstats
#cran
#ergm
#networks2021
#israel
#sna
#r
#arab

Description:
Description
The graph represents a network of 281 Twitter users whose recent tweets contained "statnet", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2022 7:17:57 AM and 6/21/2023 7:17:57 AM. The network was obtained from Twitter on Wednesday, 21 June 2023 at 14:18 UTC.

The tweets in the network were tweeted over the 733-day, 5-hour, 3-minute period from Wednesday, 16 June 2021 at 14:34 UTC to Monday, 19 June 2023 at 19:38 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 281
Unique Edges : 215
Edges With Duplicates : 417
Total Edges : 632
Number of Edge Types : 6
Replies to : 86
MentionsInReplyTo : 201
Retweet : 103
MentionsInRetweet : 140
Mentions : 32
Tweet : 70
Self-Loops : 95
Reciprocated Vertex Pair Ratio : 0.101639344262295
Reciprocated Edge Ratio : 0.18452380952381
Connected Components : 62
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 210
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.519807
Graph Density : 0.00427046263345196
Modularity : 0.496792
NodeXL Version : 1.0.1.516
Data Import : The graph represents a network of 281 Twitter users whose recent tweets contained "statnet", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2022 7:17:57 AM and 6/21/2023 7:17:57 AM. The network was obtained from Twitter on Wednesday, 21 June 2023 at 14:18 UTC.

The tweets in the network were tweeted over the 733-day, 5-hour, 3-minute period from Wednesday, 16 June 2021 at 14:34 UTC to Monday, 19 June 2023 at 19:38 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : statnet
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] http://rpkg.gepuro.net/
[4] https://statnet.org/
[3] https://www.shl.se/article/obh3alcj5-403dd/statnet-soker-grafikoperatorer
[3] https://r.igraph.org
[3] https://statnet.org
[3] https://www.analyzingsocialnetworksusingr.com
[3] https://github.com/statnet/ergm.multi
[3] https://twitter.com/Ognyanova/status/1409333548784537601/photo/1
[2] https://twitter.com/MrAW8888/status/1636742188393709569/photo/1
[2] https://igraph.org/r/

Top URLs in Tweet in G1:
[2] https://github.com/statnet/ergm.multi
[1] https://arxiv.org/abs/2202.03685
[1] https://cran.r-project.org/web/packages/ergm.multi/index.html
[1] https://twitter.com/gvegayon/status/1560752686516973569/photo/1

Top URLs in Tweet in G2:
[1] https://www.statnett.no/om-statnett/nyheter-og-pressemeldinger/nyhetsarkiv-2023/full-fart-mot-utslippsfri-energiforsyning/
[1] https://twitter.com/PepsiGro/status/1635983895366623232/photo/1
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3Dpfbid0bfRWdCQr7HT675J23wuFh6dtS4MY2HcAyjJMoNCUb31MnUX52aQLsL8Yypsypx82l%26id%3D1784332137&refsrc=deprecated&_rdr

Top URLs in Tweet in G3:
[3] https://r.igraph.org
[3] https://statnet.org
[3] https://www.analyzingsocialnetworksusingr.com
[2] https://twitter.com/aespinosarada/status/1660641209306476545/photo/1
[2] https://statnet.org/nme/
[1] https://github.com/statnet/statnet
[1] https://github.com/statnet/ergm.rank
[1] https://politicsir.cass.anu.edu.au/events/anu-online-summer-school-political-analysis-2022
[1] https://github.com/anespinosa/netmem
[1] https://twitter.com/aespinosarada/status/1660641235458043906/photo/1

Top URLs in Tweet in G4:
[3] https://twitter.com/Ognyanova/status/1409333548784537601/photo/1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258356
[1] https://kateto.net/network-visualization

Top URLs in Tweet in G5:
[5] http://rpkg.gepuro.net/
[1] https://redseo.pl/blog/hosting-wszystko-co-musisz-wiedziec-rozmowa-ze-statnet/
[1] https://twitter.com/redseopl/status/1535241314429816833/photo/1
[1] https://github.com/statnet/ergm/issues/465
[1] https://github.com/statnet/ergm/issues/447
[1] https://github.com/statnet/ergm/issues/466
[1] https://kevinreuning.com/presentations/pages/statnet_igraph
[1] http://deb.li/GUGD
[1] https://www.difhockey.se/article/izwnal1m9-1lead/statnet-soker-nya-grafikoperatorer
[1] https://twitter.com/DIFHockeyse/status/1511359363738484743/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/utbytteprinsen/status/1557088826744602627/photo/1
[1] https://twitter.com/jabbidabbadoo/status/1560383458102415360/photo/1
[1] https://www.abcnyheter.no/motor/bil/2023/04/25/195918630/billigere-strom-det-merker-ikke-elbileierne-her
[1] https://www.sognavis.no/god-dag-mann-okseskaft-helsing-statnett/o/5-115-757328
[1] https://twitter.com/Kennethuteliv/status/1560305916733440000/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/jonknilsson/status/1519418638696124419/photo/1

Top URLs in Tweet in G9:
[2] https://twitter.com/Trends_StatNet/status/1661012692247916544/photo/1
[2] https://t.me/Trends_Statnet
[2] https://twitter.com/Trends_StatNet/status/1573325633811357696/photo/1
[2] https://twitter.com/Trends_StatNet/status/1545704486018207744/photo/1
[2] https://twitter.com/messages/compose?recipient_id=2271415552
[2] https://api.whatsapp.com/message/XSQ3HARMHRUQO1?autoload=1&app_absent=0
[2] https://apps.apple.com/us/app/%D8%A7%D8%B3%D8%AA%D8%A8%D9%8A%D8%A7%D9%86-estibian/id1660728452
[2] https://play.google.com/store/apps/details?id=com.aait.estipian
[1] https://docs.google.com/forms/d/e/1FAIpQLSdxt8q_zjXIk6PSJ7ldN-94sMAhabTeTjdzE-C0XqZEruVhwQ/closedform
[1] https://docs.google.com/forms/d/e/1FAIpQLSfz5DAhp0qjXTNTn5R_fuwqHn5Qm5ikRgZ_1v8f-vnoEhwVhw/viewform?usp=send_form

Top Domains
Top Domains in Tweet in Entire Graph:
[42] twitter.com
[14] github.com
[9] statnet.org
[7] namegrab.io
[6] igraph.org
[5] shl.se
[5] gepuro.net
[4] mirror.xyz
[4] hockeyallsvenskan.se
[4] google.com

Top Domains in Tweet in G1:
[2] github.com
[1] arxiv.org
[1] r-project.org
[1] twitter.com

Top Domains in Tweet in G2:
[1] statnett.no
[1] twitter.com
[1] facebook.com

Top Domains in Tweet in G3:
[6] statnet.org
[3] github.com
[3] igraph.org
[3] analyzingsocialnetworksusingr.com
[3] twitter.com
[2] uab.cat
[1] edu.au

Top Domains in Tweet in G4:
[3] twitter.com
[2] nodexlgraphgallery.org
[1] kateto.net

Top Domains in Tweet in G5:
[9] github.com
[5] gepuro.net
[3] twitter.com
[1] redseo.pl
[1] kevinreuning.com
[1] deb.li
[1] difhockey.se
[1] iu.edu
[1] tiktok.com
[1] ne.jp

Top Domains in Tweet in G6:
[3] twitter.com
[1] abcnyheter.no
[1] sognavis.no

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[10] twitter.com
[4] google.com
[2] t.me
[2] github.io
[2] whatsapp.com
[2] apple.com
[1] brown.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] statnet
[34] rstats
[22] cran
[22] ergm
[7] networks2021
[5] israel
[4] sna
[4] r
[4] arab
[4] رؤية_السعودية_2030



Top Hashtags in Tweet in G1:
[39] statnet
[20] rstats
[20] cran
[20] ergm
[2] networkscience
[2] ergmito
[1] multilayer
[1] networks
[1] sna

Top Hashtags in Tweet in G3:
[11] rstats
[1] statnet
[1] cran
[1] ergm
[1] sna

Top Hashtags in Tweet in G4:
[7] networks2021
[3] statnet
[2] igraph
[2] ndtv
[2] ggraph
[2] visnetwork
[2] rstats
[2] dataviz
[2] sna
[1] sicss

Top Hashtags in Tweet in G5:
[3] github
[3] r
[3] c
[1] difhockey
[1] alltidoavsett
[1] rstat
[1] statnet
[1] tiktokצאו
[1] apsa2022

Top Hashtags in Tweet in G6:
[2] kraftunderskudd

Top Hashtags in Tweet in G9:
[4] رؤية_السعودية_2030
[2] علم_البيانات
[2] البحث_العلمي
[2] تحليل_البيانات
[2] اليوم_الوطني_السعودي_92
[2] هي_لنا_دار٩٢
[2] وطن_كل_أيامه_فخر
[2] كل_عام_وانتم_بخير
[2] عيد_الأضحى_المبارك
[2] الاستبيانات

Top Words
Top Words in Tweet in Entire Graph:
[122] statnet
[58] det
[46] #statnet
[45] package
[41] og
[37] har
[34] #rstats
[29] co
[28] ergm
[27] pavelkrivitsky

Top Words in Tweet in G1:
[39] #statnet
[39] package
[25] pavelkrivitsky
[23] csmarcum
[21] multi'
[21] 'ergm
[20] newest
[20] #cran
[20] modular
[20] part

Top Words in Tweet in G2:
[11] statnet
[10] har
[7] og
[6] til
[6] seg
[5] parallell
[5] blitt
[5] vindkraft
[5] siste
[5] årene

Top Words in Tweet in G3:
[18] statnet
[13] co
[11] #rstats
[9] updates
[9] cran
[9] sna
[8] common
[8] analysis
[7] network
[6] cranberriesfeed

Top Words in Tweet in G4:
[7] #networks2021
[7] ognyanova
[6] interactive
[6] updated
[6] network
[6] basics
[6] tutorial
[6] geographic
[6] dynamic
[6] visualization

Top Words in Tweet in G5:
[15] statnet
[5] ergm
[5] add
[4] og
[3] using
[3] #r
[3] #github
[3] #c
[3] strøm
[2] terms

Top Words in Tweet in G6:
[9] og
[7] ikke
[6] statnet
[5] til
[5] men
[5] med
[4] av
[4] dette
[4] norsk
[3] norske

Top Words in Tweet in G7:
[6] det
[4] statnet
[4] är
[4] emanforsl
[3] jonknilsson
[3] matchen
[2] från
[2] inte
[2] dont__panic
[2] så

Top Words in Tweet in G8:
[5] og
[5] det
[4] oharaldseid
[3] har
[3] svenskene
[2] tjent
[2] til
[2] gsr1250gsa
[2] statnet
[2] jo

Top Words in Tweet in G9:
[17] trends_statnet
[9] في
[6] الخاصة
[6] و
[6] الله
[5] حسابنا
[5] معنا
[5] عبر
[5] خدمة
[4] استبيان

Top Words in Tweet in G10:
[13] det
[3] har
[3] skal
[3] til
[3] milliarder
[3] vært
[2] olehelgesen7
[2] petercwarren
[2] magnusviesundal
[2] steinarbl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] 'ergm,multi'
[22] package,'ergm
[22] offering,modular
[22] #cran,offering
[22] #statnet,#cran
[22] multi',newest
[22] #rstats,package
[22] user,friendly
[22] newest,part
[22] part,#statnet

Top Word Pairs in Tweet in G1:
[21] 'ergm,multi'
[20] friendly,'#ergm'
[20] modular,user
[20] part,#statnet
[20] user,friendly
[20] newest,part
[20] #rstats,package
[20] #statnet,#cran
[20] package,'ergm
[20] #cran,offering

Top Word Pairs in Tweet in G2:
[5] og,vindkraft
[5] blitt,billigere
[5] befinner,seg
[5] tro,sol
[5] folk,til
[5] årene,befinner
[5] billigere,siste
[5] sol,og
[5] vindkraft,har
[5] har,blitt

Top Word Pairs in Tweet in G3:
[9] cran,updates
[7] statnet,common
[6] cranberriesfeed,cran
[6] common,text2sdg
[4] still,available
[4] network,analysis
[4] statistical,network
[4] sna,course
[4] political,analysis
[4] statnet,statnet

Top Word Pairs in Tweet in G4:
[6] visualization,updated
[6] basics,interactive
[6] dynamic,geographic
[6] tutorial,#networks2021
[6] #networks2021,basics
[6] interactive,dynamic
[6] updated,tutorial
[6] network,visualization
[5] geographic,net
[5] ognyanova,network

Top Word Pairs in Tweet in G5:
[5] add,statnet
[3] statnet,ergm
[3] #github,#r
[3] #r,#c
[2] starmix,terms

Top Word Pairs in Tweet in G6:
[2] statnet,tar
[2] kommer,frem
[2] regjeringen,jonasgahrstore
[2] dråpe,havet
[2] utbytteprinsen,regjeringen
[2] strøm,til
[2] norsk,#kraftunderskudd

Top Word Pairs in Tweet in G7:
[2] naviddiehl,emanforsl
[2] r_fredriksson,c_wetterling
[2] det,är
[2] emanforsl,domarfraga
[2] emanforsl,dont__panic

Top Word Pairs in Tweet in G8:
[2] oharaldseid,tandsaet
[2] tandsaet,haltbrekken
[2] lrnstad,oharaldseid
[2] oharaldseid,gsr1250gsa

Top Word Pairs in Tweet in G9:
[4] الرسائل,الخاصة
[4] شهر,رمضان
[3] التواصل,معنا
[3] العليا,إلكترونيا
[3] المبارك,بامكانكم
[3] خلال,شهر
[3] حسابنا,تقديم
[3] الاستبانات,لطلبة
[3] مجان,ا
[3] رمضان,المبارك

Top Word Pairs in Tweet in G10:
[2] til,det
[2] fribonde,petercwarren
[2] olehelgesen7,magnusviesundal
[2] også,vært

Top Replied-To
Top Replied-To in Entire Graph:
@fantasyshlse
@deepbits_tech
@dicksmcgee420
@steinarbl
@utbytteprinsen
@naviddiehl
@jonknilsson
@trends_statnet
@kenteklund
@mpfix1

Top Replied-To in G1:
@csmarcum

Top Replied-To in G2:
@gerald_bostock
@godrablos
@klausvogstad
@privatinvestn

Top Replied-To in G6:
@utbytteprinsen
@jabbidabbadoo
@kennethuteliv
@pablovian666

Top Replied-To in G7:
@naviddiehl
@jonknilsson
@huvudfoting
@pbengtsson74
@bergman_david
@r_fredriksson

Top Replied-To in G8:
@jonasvevatne
@didrikcappelen
@gronnlars
@burrebarsk

Top Replied-To in G9:
@trends_statnet
@bayan_academia
@themis277
@anasbafaqeeh

Top Replied-To in G10:
@steinarbl
@stevenviddal
@olepost

Top Mentioned
Top Mentioned in Entire Graph:
@pavelkrivitsky
@csmarcum
@trends_statnet
@socnetanalysts
@ognyanova
@koehlylaura
@net_science
@melnetsna
@cranberriesfeed
@nybrovikings

Top Mentioned in G1:
@pavelkrivitsky
@csmarcum
@socnetanalysts
@koehlylaura
@net_science
@melnetsna
@gvegayon

Top Mentioned in G2:
@pepsigro
@gerald_bostock
@solves
@bjornsoland
@andreasaasheim
@avonkarlberg
@janjarog
@hansbohl
@jorbjo

Top Mentioned in G3:
@cranberriesfeed
@rlangpackage
@robackland
@aespinosarada
@lista_redes
@vosonlab
@politicsanu
@goldsmithbe
@chisocnet
@pavelkrivitsky

Top Mentioned in G4:
@ognyanova
@networks2021
@barabasi
@aliceschwarze
@wins_society
@christosellina1
@dynamicssiam
@netsci15
@physrevx

Top Mentioned in G6:
@regjeringen
@jonasgahrstore
@andreasaasheim
@utbytteprinsen

Top Mentioned in G7:
@domarfraga
@dont__panic
@c_wetterling
@r_fredriksson
@jonknilsson

Top Mentioned in G8:
@oharaldseid
@lrnstad
@tandsaet
@haltbrekken
@gsr1250gsa

Top Mentioned in G9:
@trends_statnet
@ryadah2021

Top Mentioned in G10:
@olehelgesen7
@magnusviesundal
@fribonde
@petercwarren

Top Tweeters
Top Tweeters in Entire Graph:
@foxnews
@first_issues
@rstatstweet
@debianupload
@dot_india
@iceiti
@nievsyrneh
@arutzsheva_en
@steinarbl
@sunaringiri

Top Tweeters in G1:
@fisher_danar
@envpolicycenter
@giladfeldman
@net_science
@cycheng0615
@speendoctor_
@diestra77
@climentqd
@gaveltri
@gerrygcarter

Top Tweeters in G2:
@nievsyrneh
@gerald_bostock
@godrablos
@berge_vigdis
@pepsigro
@solves
@janjarog
@lindeber
@gnuutenflokk1
@rosendahlke

Top Tweeters in G3:
@rstatstweet
@rstats4ds
@rstats_tweets
@anglehernandez
@cranberriesfeed
@rramossandoval
@rafaelgalliez
@lista_redes
@rlangpackage
@politicsanu

Top Tweeters in G4:
@nopiedra
@dynamicssiam
@itinuthompson
@reinhard_kay
@marc_smith
@aliceschwarze
@netsci15
@hr_wksh
@ognyanova
@barabasi

Top Tweeters in G5:
@first_issues
@debianupload
@g_rpkg
@kevinreuning
@sh19910711
@difhockeyse
@jennifernvictor
@haim12994523
@burkelands
@bobapettersson

Top Tweeters in G6:
@jabbidabbadoo
@andreasaasheim
@regjeringen
@thorshared
@kennethuteliv
@utbytteprinsen
@hansfo
@jonasgahrstore
@pablovian666
@ivarne

Top Tweeters in G7:
@r_fredriksson
@c_wetterling
@jonknilsson
@naviddiehl
@pbengtsson74
@dont__panic
@huvudfoting
@domarfraga
@bergman_david

Top Tweeters in G8:
@gronnlars
@jonasvevatne
@burrebarsk
@gsr1250gsa
@oharaldseid
@tandsaet
@haltbrekken
@lrnstad
@didrikcappelen

Top Tweeters in G9:
@themis277
@astebyan
@edatascien
@trends_statnet
@anasbafaqeeh
@bayan_academia
@sshhtt1993
@ryadah2021

Top Tweeters in G10:
@steinarbl
@stevenviddal
@olehelgesen7
@fribonde
@olepost
@magnusviesundal
@petercwarren


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