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asist_org_2023-02-18_21-41-30.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2023
Short Description:
asist_org via NodeXL https://bit.ly/3SaGqRf
@asist_org
@arjun_sanyal
@lamba_manika
@actoratlas
@jbreclibrary
@justcodeculture
@acm_chiir
@dujiarainy
@rutgerscomminfo
@karami_amir

Top hashtags:
#asist22
#asist20
#chiir2023
#asist21
#asist2022
#metrics2021
#lis

Description:
Description
The graph represents a network of 2,070 Twitter users whose recent tweets contained "asist_org", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 05:47 UTC.

The tweets in the network were tweeted over the 4190-day, 22-hour, 19-minute period from Monday, 29 August 2011 at 14:10 UTC to Saturday, 18 February 2023 at 12:29 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 : 2070
Unique Edges : 3058
Edges With Duplicates : 12771
Total Edges : 15829
Number of Edge Types : 9
Retweet : 2865
MentionsInRetweet : 5664
Mentions : 2941
MentionsInReplyTo : 2449
MentionsInQuote : 516
Replies to : 590
Tweet : 648
Quote : 149
MentionsInQuoteReply : 7
Self-Loops : 1368
Reciprocated Vertex Pair Ratio : 0.128352871051063
Reciprocated Edge Ratio : 0.227504842401831
Connected Components : 38
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 2015
Maximum Edges in a Connected Component : 15753
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.000448
Graph Density : 0.00132599239288041
Modularity : 0.219295
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,070 Twitter users whose recent tweets contained "asist_org", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 05:47 UTC.

The tweets in the network were tweeted over the 4190-day, 22-hour, 19-minute period from Monday, 29 August 2011 at 14:10 UTC to Saturday, 18 February 2023 at 12:29 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 : asist_org
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:
[32] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-85085-2
[27] https://www.asist.org/sig/sigmet/events/
[23] https://www.asist.org/am21/registration/
[20] https://sigir.org/chiir2023/attend/registration/
[20] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[18] https://www.asist.org/2022/06/14/metrics-2022-asist-virtual-workshop-on-informetrics-and-scientometrics-research/
[17] https://www.asist.org/am21/
[16] https://sigir.org/chiir2023/program/accepted-works/
[15] https://www.asist.org/2022/08/17/call-for-papers-jasist-special-issue-healthier-information-ecosystems%EF%BF%BC/
[15] https://asist.org/am22

Top URLs in Tweet in G1:
[19] https://www.asist.org/am21/registration/
[10] https://www.asist.org/am21/submission-instructions/
[10] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions
[10] https://www.asist.org/am22/22registration/
[10] https://www.asist.org/meetings-events/24-hour-global-conference/asia-pacific/
[9] https://www.asist.org/am21/
[9] https://www.asist.org/am22/
[9] https://www.asist.org/meetings-events/24-hour-global-conference/europe-africa/
[8] https://www.asist.org/meetings-events/webinars/sponsored-webinar-bringing-deeper-insight-to-data-the-role-of-info-pros-in-text-and-data-mining-initiatives/
[8] https://www.asist.org/meetings-events/webinars/

Top URLs in Tweet in G2:
[11] https://comminfo.rutgers.edu/news/faculty-and-students-participate-asist-85th-annual-meeting
[10] https://www.asist.org/2021/05/03/call-for-participation-ist2021-information-science-trends-via-zoom/
[9] https://www.asist.org/sig/sigah/newsletters/
[7] https://www.asist.org/sig/sigkm/sig-km-newsletter/
[7] https://www.asist.org/2020/06/04/jasist-special-issue-on-digital-humanities-dh/
[6] https://twitter.com/tangr/status/1337932289926316032/photo/1
[6] https://twitter.com/tangr/status/1337561638048735234/photo/1
[6] https://twitter.com/tangr/status/1321938919374532609/photo/1
[5] https://www.asist.org/sig/sig-sm-award/
[5] https://www.asist.org/sig/sigmet/events/

Top URLs in Tweet in G3:
[4] https://twitter.com/arjun_sanyal/status/1600485459343609862/photo/1
[4] https://twitter.com/arjun_sanyal/status/1453656389985857536/photo/1
[4] https://twitter.com/arjun_sanyal/status/1600433009064546304/photo/1
[4] https://twitter.com/arjun_sanyal/status/1600436623015317505/photo/1
[4] https://twitter.com/arjun_sanyal/status/1600487769364725762/photo/1
[4] https://twitter.com/arjun_sanyal/status/1600486933045583873/photo/1
[4] https://twitter.com/arjun_sanyal/status/1427533204961972230/photo/1
[3] https://asistdl.onlinelibrary.wiley.com/doi/epdf/10.1002/pra2.671
[2] https://twitter.com/arjun_sanyal/status/1453656956619485184/photo/1
[2] https://www.youtube.com/watch?v=LuI2Z0EzG5A&feature=youtu.be


Top URLs in Tweet in G4:
[7] https://www.asist.org/2022/05/13/arist-editorial-board-announced/
[6] https://www.asist.org/2022/05/12/call-for-papers-jasist-special-issue-on-re-orienting-search-engine-research-in-information-science/
[5] https://asist.org/am22
[4] https://www.asist.org/meetings-events/24-hour-global-conference/24-hour-conference-registration/
[4] https://www.asist.org/2022/06/15/jelina-haines-to-receive-2022-asist-proquest-doctoral-dissertation-award/
[4] https://twitter.com/shahidsoroya/status/1586915614748282880/photo/1
[3] https://growthzonesitesprod.azureedge.net/wp-content/uploads/sites/946/Doctoral-Call-for-Submissions-final.pdf
[3] https://www.asist.org/2022/06/15/heather-obrien-receives-association-for-information-science-and-technology-asist-research-ininformation-science-award/
[3] https://www.asist.org/meetings-events/webinars/interdisciplinary-perspectives-on-privacy-the-role-of-contextual-integrity-in-supporting-diverse-inquiries-and-contextual-practice-sig-iep/
[3] https://www.asist.org/2022/05/21/best-student-paper-award/

Top URLs in Tweet in G5:
[26] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-85085-2
[5] https://www.igi-global.com/book/technological-advancements-library-service-innovation/274985
[3] https://www.asist.org/2021/10/15/international-digital-story-writing-competition/
[2] https://www.flipsnack.com/manikalamba/salaam-namaste-ayubowan/full-view.html
[2] https://www2.asist.org/ap/Membership/Application/zLwZ4zPA
[2] https://www.ifla.org/events/ifla-scitech-webinar-health-information-literacy-content-creation-during-the-covid-infodemic/
[2] https://www.youtube.com/watch?v=-xTuIk_6Z8o&feature=youtu.be

[2] https://www.igi-global.com/article/mentoring/258607
[2] https://ir.shareaholic.com/e?a=1&u=https://www.igi-global.com/publish/call-for-papers/call-details/5210%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://manika-lamba.github.io/project/technological-advancements-in-library-service-innovation/

Top URLs in Tweet in G6:
[17] https://www.asist.org/sig/sigmet/events/
[14] https://www.asist.org/2022/06/14/metrics-2022-asist-virtual-workshop-on-informetrics-and-scientometrics-research/
[9] https://www.asist.org/2021/07/26/metrics-2021-asist-sig-met-workshop-sponsored-by-elsevier/
[5] https://associationforinformationscienceandtechnologyasist.growthzoneapp.com/ap/Events/Register/9p9ZevQP?mode=Attendee
[3] https://easychair.org/account/signin?l=eCFOTaYPESLEmV4cWfZwad#
[3] https://www.asist.org/sig/sigmet/officers/
[2] https://www.asist.org/am22/deadlines-dates/
[2] https://twitter.com/sig_met/status/1419166777502621700
[2] https://www.asist.org/am21/registration/
[2] https://twitter.com/sig_met/status/1394302187610591235/photo/1

Top URLs in Tweet in G7:
[18] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[15] https://sigir.org/chiir2023/attend/registration/
[13] https://sigir.org/chiir2023/program/accepted-works/
[9] https://sigir.org/chiir2023/program/keynotes/
[6] https://sigir.org/chiir2023/program/paper-sessions/
[5] https://sigir.org/chiir2023/
[4] https://sigir.org/chiir2023/attend/
[3] https://sigir.org/chiir2023/program/workshops/
[3] https://sigir.org/chiir2023/program/tutorials/
[3] https://book.passkey.com/event/50386525/owner/71879/home

Top URLs in Tweet in G8:
[4] https://www.asist.org/2022/02/11/jasist-call-for-papers-special-issue-on-conceptual-models-of-the-sociotechnical/
[2] https://www.asist.org/am20/annual-meeting-awards/
[1] https://www.asist.org/meetings-events/webinars/information-and-knowledge-organisation-in-digital-humanities-global-perspectives-dcmi/
[1] https://twitter.com/POrg/status/1467899261077450755
[1] https://twitter.com/HeidiLowther/status/1466722491666214917
[1] https://www.asist.org/meetings-events/webinars/identifying-related-and-same-work-relationships-in-large-digital-libraries-sig-dl/
[1] https://paper.li/ActorAtlas/1422113142?share_id=13f8fd10-8ab2-11ed-b13a-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?pub_id=dfcab084-87b2-4dce-b09e-a6322ba8bb64
[1] https://paper.li/ActorAtlas/1422113142?share_id=0edf9600-93f4-11ec-b594-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?share_id=a929be80-c63e-11ec-add7-fa163e1a70d7

Top URLs in Tweet in G9:
[4] https://twitter.com/Shalini50251722/status/1484815893633052673/photo/1
[1] https://twitter.com/jbreclibrary/status/1332295712973852675
[1] http://www.lislinks.com/events/webinar-on-ndli-e-resources?xg_source=activity
[1] https://register.gotowebinar.com/register/3083548886997935628
[1] https://onlinecourses.swayam2.ac.in/arp20_ap28/preview
[1] https://twitter.com/juliebabyar/status/1348393207302787072/photo/1
[1] https://twitter.com/Shalini50251722/status/1484813070447026176
[1] https://www.linkedin.com/posts/dr-shalini-garg12345_session-live-inclusive-higher-education-activity-6890578336629014528-sSND

Top URLs in Tweet in G10:
[8] https://www.asist.org/2022/08/17/call-for-papers-jasist-special-issue-healthier-information-ecosystems%EF%BF%BC/
[4] https://twitter.com/anthonyschow/status/1614407503827148800/photo/1
[3] https://twitter.com/anthonyschow/status/1586357249282568195/photo/1
[2] https://twitter.com/anthonyschow/status/1455024946824892418/photo/1
[1] https://twitter.com/mridley/status/1578021094119784449
[1] https://www.asist.org/2023/01/06/in-memoriam-brenda-dervin/
[1] https://victoriarubin.fims.uwo.ca/2022/12/20/four-asist2022-conference-posters-on-display-at-fims-fnb-4th-floor/
[1] https://twitter.com/VictoriaRubin/status/1613642032597147662/photo/1
[1] https://2022.alaannual.org/call-education-program-proposals
[1] https://twitter.com/ALALibrary/status/1433509286622240771/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1106] twitter.com
[969] asist.org
[84] wiley.com
[80] growthzoneapp.com
[77] sigir.org
[42] paper.li
[37] youtube.com
[35] springer.com
[23] rutgers.edu
[22] easychair.org

Top Domains in Tweet in G1:
[426] asist.org
[281] twitter.com
[55] growthzoneapp.com
[36] wiley.com
[15] conftool.net
[12] conftool.org
[10] sigir.org
[8] azureedge.net
[6] slideshare.net
[5] informationmatters.org

Top Domains in Tweet in G2:
[507] twitter.com
[278] asist.org
[23] rutgers.edu
[22] youtube.com
[17] google.com
[12] informationmatters.org
[10] illinois.edu
[8] simmons.edu
[8] wiley.com
[8] growthzoneapp.com

Top Domains in Tweet in G3:
[59] twitter.com
[11] asist.org
[5] ac.uk
[3] wiley.com
[2] lareviewofbooks.org
[2] theguardian.com
[2] youtube.com
[2] uw.edu
[2] nodexlgraphgallery.org
[2] t.me

Top Domains in Tweet in G4:
[95] asist.org
[46] twitter.com
[11] wiley.com
[8] azureedge.net
[5] growthzoneapp.com
[3] conftool.net
[3] sigir.org
[1] google.com
[1] youtube.com
[1] elsevier.com

Top Domains in Tweet in G5:
[26] springer.com
[25] twitter.com
[11] igi-global.com
[8] asist.org
[5] youtube.com
[4] github.io
[3] ifla.org
[3] shareaholic.com
[3] infodocket.com
[2] flipsnack.com

Top Domains in Tweet in G6:
[59] asist.org
[23] twitter.com
[16] easychair.org
[7] growthzoneapp.com
[2] google.com
[2] 4sonline.org
[2] nber.org
[2] sti2020.org
[2] clarivate.com
[1] syr.edu

Top Domains in Tweet in G7:
[58] sigir.org
[18] cvent.com
[16] twitter.com
[7] wiley.com
[5] utexas.edu
[3] passkey.com
[3] asist.org
[3] instagram.com
[1] ur.de
[1] trib.al

Top Domains in Tweet in G8:
[35] paper.li
[8] asist.org
[2] twitter.com
[1] wiley.com
[1] kevindesouza.net

Top Domains in Tweet in G9:
[7] twitter.com
[1] lislinks.com
[1] gotowebinar.com
[1] ac.in
[1] linkedin.com

Top Domains in Tweet in G10:
[18] twitter.com
[10] asist.org
[3] paper.li
[1] uwo.ca
[1] alaannual.org
[1] ala.org
[1] digital-stories.org
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] asist22
[126] asist20
[118] chiir2023
[105] asist21
[81] asist2022
[77] metrics2021
[68] lis
[66] informationscience
[59] scientometrics
[58] asist2021



Top Hashtags in Tweet in G1:
[58] asist22
[41] asist21
[35] asist24hr
[29] asist20
[18] lis
[17] asist2022
[15] asist2021
[15] chiir2023
[12] informationscience
[11] metrics2021

Top Hashtags in Tweet in G2:
[78] asist22
[59] asist20
[47] asist21
[41] asist2022
[40] ist21
[37] lis
[34] informationscience
[27] asist
[25] rusci
[24] asist2020

Top Hashtags in Tweet in G3:
[8] bibliotheksleitungstag2022
[5] informationscience
[4] ist22
[4] asist21
[3] asist20
[2] library
[2] asist2022
[2] infolit
[2] rutgers
[2] rusci

Top Hashtags in Tweet in G4:
[12] asist22
[11] infosci
[9] lis
[8] ist22
[7] informationscience
[7] asist20
[7] digitalhumanities
[5] privacy
[4] colis11
[3] asist21

Top Hashtags in Tweet in G5:
[26] library
[20] librarytwitter
[14] librarians
[9] book
[8] libraries
[3] libraryservice
[3] ai
[3] ifla
[3] iflastl
[3] bibframe

Top Hashtags in Tweet in G6:
[57] metrics2021
[49] scientometrics
[41] informetrics
[28] bibliometrics
[26] asist2021
[23] cfp
[22] altmetrics
[21] metrics2022
[17] metaresearch
[16] metrics

Top Hashtags in Tweet in G7:
[92] chiir2023
[14] inperson
[8] remote
[7] austintx
[5] asist2022
[5] asist22
[3] infosci
[3] tribe
[3] alwayslearning
[3] sagementoring

Top Hashtags in Tweet in G8:
[35] action2015
[35] tagfest
[21] sdgs
[17] informationmatters
[15] covid19
[10] blsdata
[4] libraries
[3] cop26
[2] digitaltransformation
[2] publiclibraries

Top Hashtags in Tweet in G10:
[2] sjsuischoolroadtrip2023
[2] studentchapters
[2] asist20
[1] interdisplinary
[1] jelis
[1] lit
[1] happiness
[1] wellbeing
[1] asist2022
[1] alaac22

Top Words
Top Words in Tweet in Entire Graph:
[3075] asist_org
[1221] information
[843] asis
[582] science
[550] annual
[531] 00
[514] register
[478] meeting
[474] sig
[432] 2022

Top Words in Tweet in G1:
[729] asist_org
[329] asis
[324] information
[316] 00
[234] register
[219] pm
[190] meeting
[183] annual
[179] 2022
[171] edt

Top Words in Tweet in G2:
[1270] asist_org
[427] information
[297] asis
[253] sig
[219] science
[206] annual
[180] meeting
[171] asist_ec
[165] research
[160] 00

Top Words in Tweet in G3:
[135] asist_org
[48] information
[32] icsjournal
[27] digital
[26] bibverband
[25] arjun_sanyal
[24] crhinesmith
[21] cilipinfo
[20] asist_ec
[17] congratulations

Top Words in Tweet in G4:
[368] asist_org
[189] information
[101] science
[94] issue
[88] asis
[86] special
[82] annual
[73] call
[69] jasist
[61] register

Top Words in Tweet in G5:
[88] lamba_manika
[84] asist_org
[77] information
[68] book
[63] iflastl
[51] ifla
[50] mining
[50] text
[39] asistsa
[33] website

Top Words in Tweet in G6:
[132] asist_org
[129] sig_met
[63] co
[57] #metrics2021
[49] #scientometrics
[44] workshop
[41] #informetrics
[38] deadline
[32] oct
[30] 2021

Top Words in Tweet in G7:
[92] #chiir2023
[90] asist_org
[82] acm_chiir
[46] riehsooyoung
[44] acmsigir
[42] papers
[42] full
[42] sigchi
[34] asist_siguse
[32] register

Top Words in Tweet in G8:
[43] asist_org
[36] thanks
[35] world
[35] #action2015
[35] latest
[35] daily
[35] #tagfest
[21] #sdgs
[17] #informationmatters
[15] #covid19

Top Words in Tweet in G9:
[5] asist_org
[3] unesco
[3] ifla
[3] apla1914
[2] manocha
[2] oclc
[2] aicte_india
[2] libraryugcnet
[2] lislinks
[2] dipendra

Top Words in Tweet in G10:
[23] asist_org
[11] chapter
[9] full
[9] link
[8] information
[8] cfp
[7] ftripodi
[7] alalibrary
[7] science
[6] one

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[516] information,science
[393] annual,meeting
[220] 00,pm
[199] special,issue
[152] science,technology
[140] asist_org,register
[136] pm,edt
[130] 11,00
[126] 12,00
[105] asist_org,annual

Top Word Pairs in Tweet in G1:
[158] 00,pm
[153] annual,meeting
[135] information,science
[101] pm,edt
[99] 12,00
[94] 11,00
[75] 00,12
[49] sponsored,asis
[39] special,issue
[35] asis,members

Top Word Pairs in Tweet in G2:
[195] information,science
[149] annual,meeting
[61] special,issue
[57] asist_org,register
[49] social,media
[48] asis,sig
[45] sig,ah
[45] sig,ai
[44] asist_org,annual
[43] 00,pm

Top Word Pairs in Tweet in G3:
[14] librarianical,lenagluck
[14] crhinesmith,librarianical
[14] iesanda,asist_org
[13] information,science
[13] hilarymaurolis,iesanda
[13] lenagluck,hilarymaurolis
[11] adult,digital
[11] literacy,curricula
[11] charles,bugre
[11] curricula,address

Top Word Pairs in Tweet in G4:
[96] information,science
[77] special,issue
[42] asist_org,register
[42] annual,meeting
[39] science,technology
[38] jasist,special
[31] review,information
[30] annual,review
[29] editorial,board
[26] re,orienting

Top Word Pairs in Tweet in G5:
[50] text,mining
[49] mining,information
[31] professionals,uncharted
[31] information,professionals
[31] book,website
[31] territory,live
[31] website,text
[31] uncharted,territory
[30] lamba_manika,book
[23] iflastl,ifla

Top Word Pairs in Tweet in G6:
[31] sig_met,asist_org
[21] #informetrics,#scientometrics
[17] annual,meeting
[17] sig_met,hello
[16] sig,met
[13] deadline,extension
[13] met,workshop
[13] paper,award
[12] deadline,aug
[12] #scientometrics,#informetrics

Top Word Pairs in Tweet in G7:
[54] acm_chiir,#chiir2023
[41] acmsigir,sigchi
[34] sigchi,asist_siguse
[28] asist_siguse,asist_org
[24] full,perspective
[20] riehsooyoung,jaceksg
[17] 26,full
[17] full,papers
[17] short,papers
[17] papers,39

Top Word Pairs in Tweet in G8:
[35] latest,world
[35] #tagfest,daily
[35] world,#action2015
[35] daily,thanks
[35] #action2015,#tagfest
[13] thanks,asist_org
[10] #sdgs,#blsdata
[7] asist_org,#sdgs
[7] #informationmatters,#covid19
[5] special,issue

Top Word Pairs in Tweet in G9:
[2] dipendra,manocha

Top Word Pairs in Tweet in G10:
[8] link,full
[8] full,cfp
[7] ftripodi,link
[7] information,science
[6] student,chapter
[5] sjsuischool,asist_org
[4] fields,passed
[4] one,influential
[4] influential,figures
[4] passed,away

Top Replied-To
Top Replied-To in Entire Graph:
@asist_org
@dujiarainy
@lamba_manika
@nareshag
@asist_sigsm
@cansu_ed
@devongreyson
@anwar81du
@annmgraf

Top Replied-To in G1:
@asist_org
@zehrataskin
@dujiarainy
@katecrawford
@africahands
@annmgraf
@hughshanahan
@rehamalshaheen
@fredlewisappel
@cryptoplayersin

Top Replied-To in G2:
@asist_org
@dujiarainy
@nareshag
@asist_sigsm
@anwar81du
@annmgraf
@devongreyson
@tangr
@aylinnchen
@simmonsslis

Top Replied-To in G3:
@dujiarainy
@simmonsslis
@arjun_sanyal
@lisagiven
@alisonhicks0
@asist_org
@stpnlibrarian
@megwestbury
@taschagroup

Top Replied-To in G4:
@dujiarainy
@jhaines2010
@lisagiven
@asist_org
@devongreyson
@adamworrall4
@arjun_sanyal
@anwar81du
@timgorichanaz
@joseph_winberry

Top Replied-To in G5:
@lamba_manika
@asist_org
@startrek_lt
@espejolento
@anwar81du
@ifla
@rafg
@khalidusmanpk
@jerrycueb
@asistsa

Top Replied-To in G6:
@malikslam
@asist_org
@sig_met
@silviacdobre
@obi_ojemany
@banguyenx
@97elaheh
@rizwan2phd
@sarahsbratt
@miura_bibmet

Top Replied-To in G7:
@riehsooyoung
@nilavrab
@acm_chiir
@katestarbird
@joseph_winberry
@melissa1776
@openmaze
@floeginator
@asist_org

Top Replied-To in G9:
@lislinks
@apla1914

Top Replied-To in G10:
@anthonyschow
@devongreyson

Top Mentioned
Top Mentioned in Entire Graph:
@asist_org
@asist_ec
@sig_met
@simmonsslis
@alisehq
@lamba_manika
@asist_sigsm
@simmonsasist
@ischools
@nareshag

Top Mentioned in G1:
@asist_org
@asist_ec
@rutgerscomminfo
@annmgraf
@simmonsslis
@alisehq
@asist_sigsm
@lamba_manika
@nareshag
@tangr

Top Mentioned in G2:
@asist_org
@asist_ec
@simmonsslis
@simmonsasist
@alisehq
@nareshag
@tangr
@asist_sigsm
@ischools
@simmonsuniv

Top Mentioned in G3:
@asist_org
@icsjournal
@bibverband
@arjun_sanyal
@cilipinfo
@asist_ec
@iesanda
@libjuicepress
@robdmontoya

Top Mentioned in G4:
@asist_org
@arist_org
@lisagiven
@olofsun
@lisresearch
@juttahaider
@dujiarainy
@siguse
@sig_iep
@universitysa

Top Mentioned in G5:
@asist_org
@lamba_manika
@iflastl
@ifla
@asistsa
@springernature
@sn_authors
@igiglobal
@librarycongress
@rstudio

Top Mentioned in G6:
@asist_org
@sig_met
@intctrstudyres
@silviacdobre
@academicchatter
@tirthankarslg
@asist
@aarontay
@asist_sigsm
@wikidata

Top Mentioned in G7:
@asist_org
@acm_chiir
@acmsigir
@sigchi
@riehsooyoung
@asist_siguse
@jaceksg
@utischool
@ischools
@ixlab_ut

Top Mentioned in G8:
@asist_org
@oclc
@jasist
@nniiicc
@us_imls
@thomasg77
@drpauladootson
@kfenlon
@glenkcampbell
@sbb_news

Top Mentioned in G9:
@asist_org
@unesco
@ifla
@apla1914
@ila_india
@librariansvoice
@metadataexpert
@libraryofcongre
@oclc
@aicte_india

Top Mentioned in G10:
@asist_org
@ftripodi
@alalibrary
@sjsuischool
@archivists_org
@nyla_1890
@victoriarubin
@ala_acrl
@ualbany_issa
@ala

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@bob_stinson1234
@glasgow_watch
@o_fabriciosouza
@ndtv
@artificialbra1n
@guardian
@ml_tweet_bot
@botcybersec

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@bob_stinson1234
@ml_tweet_bot
@the404code
@bhilai
@docdre
@graffiti_bot
@in_stemm
@codeforpdx

Top Tweeters in G2:
@o_fabriciosouza
@artificialbra1n
@maxamaxim
@epuujee
@b0tsci
@smartecocity
@fmfrancoise
@yahyapatel
@okazuyuri
@murphdugan

Top Tweeters in G3:
@guardian
@doctorow
@grjenkin
@doctorow_no_bb
@mapc
@fdmmagdeburg
@shannonmattern
@mchris4duke
@future_of_ai
@profkakie

Top Tweeters in G4:
@margymaclibrary
@thartman2u
@oponiak
@cpltalk
@bibliofilosofia
@trishhepworth
@uct_bmhsl
@lbirb1
@jbolmarcich
@wildbookchase

Top Tweeters in G5:
@nayioartisan
@skostiaev
@bibliojo
@isidroaguillo
@openscience
@yvonnenobis
@epiccodingnet
@infodocket
@fletcherdurant
@springernature

Top Tweeters in G6:
@academicchatter
@openscitalk
@workingbnb
@maponi
@deborahjonesnz
@iamgabbarson
@aarontay
@la_upm
@ischoolsu
@mattyglesias

Top Tweeters in G7:
@nytimes
@career_vault
@grip54
@drmaxlwilson
@songsteven2
@jdcshaverford
@vanessa_murdock
@strathclydeoa
@roboticwrestler
@katestarbird

Top Tweeters in G8:
@carolabriceno
@librarythingtim
@libraryjournal
@thomasg77
@albinevilleger
@flightradar24
@usnatarchives
@ted_underwood
@natlibscot
@lyzidiamond

Top Tweeters in G9:
@ndtv
@deccanchronicle
@toiindianews
@google
@juliebabyar
@who
@ungeneva
@unesco
@himss
@onc_healthit

Top Tweeters in G10:
@librariesval
@jenniejareth
@eddie72j
@zeynep
@nasa
@westernu
@lorenek025
@stckedlibrarian
@admire2mare
@nikkiusher