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asist_org_2023-03-18_21-41-30.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
asist_org via NodeXL https://bit.ly/40leXiy
@asist_org
@arjun_sanyal
@lamba_manika
@actoratlas
@jbreclibrary
@justcodeculture
@acm_chiir
@rutgerscomminfo
@karami_amir
@dujiarainy

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

Description:
Description
The graph represents a network of 2,052 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 04:47 UTC.

The tweets in the network were tweeted over the 4219-day, 4-hour, 44-minute period from Monday, 29 August 2011 at 14:10 UTC to Saturday, 18 March 2023 at 18:54 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 : 2052
Unique Edges : 3048
Edges With Duplicates : 12834
Total Edges : 15882
Number of Edge Types : 9
Retweet : 2868
MentionsInRetweet : 5719
Mentions : 2954
MentionsInReplyTo : 2450
MentionsInQuote : 504
Replies to : 580
Quote : 142
Tweet : 658
MentionsInQuoteReply : 7
Self-Loops : 1390
Reciprocated Vertex Pair Ratio : 0.129064432475564
Reciprocated Edge Ratio : 0.228621908127208
Connected Components : 39
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1996
Maximum Edges in a Connected Component : 15804
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.986936
Graph Density : 0.00134484865938072
Modularity : 0.218211
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,052 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 04:47 UTC.

The tweets in the network were tweeted over the 4219-day, 4-hour, 44-minute period from Monday, 29 August 2011 at 14:10 UTC to Saturday, 18 March 2023 at 18:54 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
[24] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[23] https://www.asist.org/am21/registration/
[22] https://www.asist.org/sig/sigmet/events/
[20] https://sigir.org/chiir2023/attend/registration/
[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://www.asist.org/2022/08/17/call-for-papers-jasist-special-issue-healthier-information-ecosystems%EF%BF%BC/#:~:text=This%20special%20issue,%20%E2%80%9CHealthier%20Information,approaches%20to%20addressing%20these%20problems
[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/

Top URLs in Tweet in G1:
[24] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[19] https://www.asist.org/am21/registration/
[17] https://sigir.org/chiir2023/attend/registration/
[15] https://sigir.org/chiir2023/program/accepted-works/
[11] https://sigir.org/chiir2023/program/keynotes/
[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/meetings-events/24-hour-global-conference/asia-pacific/
[10] https://www.asist.org/am22/22registration/
[9] https://www.asist.org/am21/

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/
[9] https://www.asist.org/2022/08/17/call-for-papers-jasist-special-issue-healthier-information-ecosystems%EF%BF%BC/#:~:text=This%20special%20issue,%20%E2%80%9CHealthier%20Information,approaches%20to%20addressing%20these%20problems
[7] https://asist.org/am22
[6] https://twitter.com/tangr/status/1337932289926316032/photo/1
[6] https://twitter.com/tangr/status/1321938919374532609/photo/1
[6] https://twitter.com/tangr/status/1337561638048735234/photo/1
[5] https://www.asist.org/sig/sig-sm-award/
[5] https://www.asist.org/meetings-events/24-hour-global-conference/24-hour-conference-registration/

Top URLs in Tweet in G3:
[4] https://twitter.com/arjun_sanyal/status/1600485459343609862/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/1453656389985857536/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://www.youtube.com/watch?v=LuI2Z0EzG5A&feature=youtu.be

[2] https://twitter.com/arjun_sanyal/status/1453656956619485184/photo/1

Top URLs in Tweet in G4:
[25] 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/
[3] https://e.video-cdn.net/video?video-id=DWQChFW9kT4pW5GrPsMj_G&player-id=-N6HrhZ7G7Zpfqc7yPUmjn&channel-id=34063
[3] 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/
[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

Top URLs in Tweet in G5:
[6] https://www.asist.org/2022/05/13/arist-editorial-board-announced/
[5] https://www.asist.org/2022/05/12/call-for-papers-jasist-special-issue-on-re-orienting-search-engine-research-in-information-science/
[4] https://twitter.com/shahidsoroya/status/1586915614748282880/photo/1
[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/2022/06/15/jelina-haines-to-receive-2022-asist-proquest-doctoral-dissertation-award/
[3] https://www.asist.org/2022/05/21/best-student-paper-award/
[3] https://twitter.com/shahidsoroya/status/1586924058624524290/photo/1
[2] https://www.asist.org/2022/01/18/call-for-applications-arist-editorial-board/
[2] https://www.asist.org/2022/08/17/call-for-papers-jasist-special-issue-healthier-information-ecosystems%ef%bf%bc/
[2] https://www.asist.org/2022/08/13/upcoming-webinar-stories-to-tell/

Top URLs in Tweet in G6:
[14] https://www.asist.org/2022/06/14/metrics-2022-asist-virtual-workshop-on-informetrics-and-scientometrics-research/
[13] https://www.asist.org/sig/sigmet/events/
[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://www.asist.org/sig/sigmet/officers/
[3] https://easychair.org/account/signin?l=eCFOTaYPESLEmV4cWfZwad#
[2] 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
[2] https://www.asist.org/am22/deadlines-dates/
[2] https://twitter.com/sig_met/status/1419166777502621700
[2] https://www.asist.org/am21/registration/

Top URLs in Tweet in G7:
[3] https://www.asist.org/2020/06/04/jasist-special-issue-on-digital-humanities-dh/
[2] https://hdsr.mitpress.mit.edu/pub/jduhd7og/release/7
[1] https://ischool.illinois.edu/news-events/news/2021/08/bonn-elected-asist-director-large
[1] https://twitter.com/iSchoolUI/status/1422203753579548673/photo/1
[1] https://sigir.org/chiir2023/program/keynotes/
[1] https://ischool.illinois.edu/news-events/news/2021/06/asist-announces-colin-rhinesmith-winner-2021-outstanding-information
[1] https://twitter.com/iSchoolUI/status/1403349916064288780/photo/1
[1] https://publish.illinois.edu/public-library-privacy-protection-forum/
[1] https://twitter.com/iSchoolUI/status/1445488109546655747/photo/1
[1] https://ischool.illinois.edu/news-events/news/2020/10/ischool-well-represented-asist-2020

Top URLs in Tweet in G8:
[4] https://twitter.com/Shalini50251722/status/1484815893633052673/photo/1
[1] https://register.gotowebinar.com/register/3083548886997935628
[1] http://www.lislinks.com/events/webinar-on-ndli-e-resources?xg_source=activity
[1] https://twitter.com/jbreclibrary/status/1332295712973852675
[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 G9:
[1] https://paper.li/ActorAtlas/1422113142?share_id=bef7ce20-aa20-11ed-b13a-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?pub_id=dfcab084-87b2-4dce-b09e-a6322ba8bb64
[1] https://paper.li/ActorAtlas/1422113142?share_id=89bfc210-a474-11ec-9071-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?share_id=fca75a00-cc87-11ec-add7-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?pub_id=99b2ed5f-86a3-4e6d-b70c-5c80e3969388
[1] https://paper.li/ActorAtlas/1422113142?share_id=ca06eb70-e351-11ec-add7-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?share_id=5dc7ffd0-c4ac-11ec-add7-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?share_id=f07391d0-f23f-11ec-b13a-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?share_id=f1f62360-7255-11ed-b13a-fa163e1a70d7
[1] https://paper.li/ActorAtlas/1422113142?share_id=69c2fb80-82aa-11ec-b594-fa163e1a70d7

Top URLs in Tweet in G10:
[4] https://www.asist.org/information-science-in-africa-past-present-future/
[4] https://twitter.com/anthonyschow/status/1614407503827148800/photo/1
[3] https://twitter.com/yolandiswa/status/1587503701232697345/photo/1
[3] https://twitter.com/anthonyschow/status/1586357249282568195/photo/1
[2] https://www.asist.org/africa-chapter-ai-safeguards-preserving-your-right-to-privacy-online/
[2] https://www.asist.org/programs-services/awards-honors/cddps/
[2] https://www.asist.org/membership/categories-and-benefits-of-membership/
[2] https://twitter.com/anthonyschow/status/1455024946824892418/photo/1
[2] https://www.asist.org/2021/02/16/member-dues-waived-for-tier-2-developing-country-members/
[1] https://victoriarubin.fims.uwo.ca/2022/12/20/four-asist2022-conference-posters-on-display-at-fims-fnb-4th-floor/

Top Domains
Top Domains in Tweet in Entire Graph:
[1113] twitter.com
[990] asist.org
[83] wiley.com
[80] sigir.org
[80] growthzoneapp.com
[43] paper.li
[37] youtube.com
[35] springer.com
[24] cvent.com
[23] rutgers.edu

Top Domains in Tweet in G1:
[460] asist.org
[295] twitter.com
[74] sigir.org
[55] growthzoneapp.com
[40] wiley.com
[24] cvent.com
[15] conftool.net
[12] conftool.org
[8] azureedge.net
[5] passkey.com

Top Domains in Tweet in G2:
[492] twitter.com
[306] asist.org
[23] rutgers.edu
[22] youtube.com
[20] wiley.com
[15] google.com
[12] informationmatters.org
[11] growthzoneapp.com
[11] azureedge.net
[8] simmons.edu

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

Top Domains in Tweet in G4:
[33] twitter.com
[26] springer.com
[11] asist.org
[11] igi-global.com
[5] youtube.com
[4] github.io
[3] ifla.org
[3] shareaholic.com
[3] infodocket.com
[3] video-cdn.net

Top Domains in Tweet in G5:
[55] asist.org
[36] twitter.com
[2] growthzoneapp.com
[1] azureedge.net
[1] google.com
[1] youtube.com
[1] linkedin.com
[1] nowpublishers.com
[1] mariandoerk.de
[1] picch-project.org

Top Domains in Tweet in G6:
[53] asist.org
[22] twitter.com
[16] easychair.org
[7] growthzoneapp.com
[2] springer.com
[2] google.com
[2] ssrn.com
[2] 4sonline.org
[2] nber.org
[2] sti2020.org

Top Domains in Tweet in G7:
[15] twitter.com
[8] asist.org
[6] illinois.edu
[6] dublincore.org
[2] wiley.com
[2] mit.edu
[1] sigir.org
[1] umich.edu
[1] arxiv.org
[1] aclanthology.org

Top Domains in Tweet in G8:
[7] twitter.com
[1] gotowebinar.com
[1] lislinks.com
[1] ac.in
[1] linkedin.com

Top Domains in Tweet in G9:
[37] paper.li
[1] wiley.com
[1] kevindesouza.net

Top Domains in Tweet in G10:
[29] twitter.com
[14] asist.org
[2] growthzoneapp.com
[1] uwo.ca
[1] tinyurl.com
[1] alaannual.org
[1] powtoon.com
[1] ala.org
[1] digital-stories.org
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] asist22
[138] chiir2023
[114] asist20
[105] asist21
[82] asist2022
[77] metrics2021
[68] lis
[65] informationscience
[58] asist2021
[56] scientometrics



Top Hashtags in Tweet in G1:
[129] chiir2023
[63] asist22
[38] asist21
[34] asist24hr
[27] asist20
[21] asist2022
[18] lis
[16] asist2021
[16] inperson
[13] informationscience

Top Hashtags in Tweet in G2:
[75] asist22
[50] asist20
[49] asist21
[41] ist21
[41] ist22
[40] asist2022
[36] lis
[33] informationscience
[25] rusci
[23] asist2020

Top Hashtags in Tweet in G3:
[8] bibliotheksleitungstag2022
[5] informationscience
[4] asist21
[3] asist20
[2] library
[2] asist2022
[2] rutgers
[2] rusci
[2] informationmatters
[2] metrics2021

Top Hashtags in Tweet in G4:
[26] library
[20] librarytwitter
[14] librarians
[9] book
[8] libraries
[7] datamining
[3] ai
[3] ifla
[3] iflastl
[3] bibframe

Top Hashtags in Tweet in G5:
[10] asist22
[9] infosci
[7] lis
[6] asist20
[5] informationscience
[4] colis11
[2] infobehavior
[2] asist2020
[2] asist21
[2] healthyinfoeco

Top Hashtags in Tweet in G6:
[57] metrics2021
[45] scientometrics
[37] informetrics
[26] asist2021
[26] bibliometrics
[23] cfp
[21] altmetrics
[20] metrics2022
[17] metaresearch
[15] workshop

Top Hashtags in Tweet in G7:
[13] ischoolui
[5] phd
[5] dataviz
[5] sts
[5] information
[5] sparql
[4] asist20
[1] chiir2023
[1] alise2022
[1] asist21

Top Hashtags in Tweet in G9:
[37] action2015
[37] tagfest
[23] sdgs
[16] informationmatters
[15] covid19
[10] blsdata
[4] libraries
[3] un
[3] cop26
[2] digitaltransformation

Top Hashtags in Tweet in G10:
[2] asist22
[2] asist2020
[2] asist20
[2] sjsuischoolroadtrip2023
[1] lit
[1] happiness
[1] wellbeing
[1] asist2022
[1] jelis
[1] johnbudd

Top Words
Top Words in Tweet in Entire Graph:
[3085] asist_org
[1236] information
[825] asis
[575] science
[552] 00
[547] annual
[539] register
[472] meeting
[457] sig
[430] 2022

Top Words in Tweet in G1:
[747] asist_org
[376] information
[347] asis
[332] 00
[282] register
[232] pm
[199] annual
[194] meeting
[178] 2022
[174] edt

Top Words in Tweet in G2:
[1359] asist_org
[488] information
[315] asis
[246] sig
[237] science
[236] annual
[189] meeting
[181] research
[175] asist_ec
[175] conference

Top Words in Tweet in G3:
[127] asist_org
[42] information
[33] icsjournal
[27] bibverband
[25] digital
[25] arjun_sanyal
[24] crhinesmith
[20] cilipinfo
[17] iesanda
[17] oclc_de

Top Words in Tweet in G4:
[112] asist_org
[86] lamba_manika
[76] information
[66] book
[64] iflastl
[53] mining
[53] text
[53] ifla
[38] asistsa
[33] website

Top Words in Tweet in G5:
[217] asist_org
[97] information
[63] science
[56] issue
[51] special
[49] call
[47] jasist
[44] asis
[42] research
[36] annual

Top Words in Tweet in G6:
[123] asist_org
[115] sig_met
[63] co
[57] #metrics2021
[45] #scientometrics
[40] workshop
[37] #informetrics
[33] deadline
[33] oct
[30] 2021

Top Words in Tweet in G7:
[45] asist_org
[29] dublincore
[17] webinar
[15] data
[13] #ischoolui
[13] congratulations
[13] information
[12] umsi
[12] research
[11] ischoolui

Top Words in Tweet in G8:
[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 G9:
[39] asist_org
[37] thanks
[37] latest
[37] #action2015
[37] world
[37] #tagfest
[37] daily
[23] #sdgs
[16] #informationmatters
[15] #covid19

Top Words in Tweet in G10:
[41] asist_org
[26] information
[23] africa
[19] asis
[19] science
[17] webinar
[15] africa_asis
[14] chapter
[12] past
[12] serendipity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[512] information,science
[385] annual,meeting
[233] 00,pm
[214] special,issue
[160] science,technology
[143] asist_org,register
[141] pm,edt
[136] 11,00
[129] 12,00
[117] jasist,special

Top Word Pairs in Tweet in G1:
[171] 00,pm
[162] annual,meeting
[138] information,science
[108] pm,edt
[102] 12,00
[100] 11,00
[79] 00,12
[79] acm_chiir,#chiir2023
[52] acmsigir,sigchi
[50] sponsored,asis

Top Word Pairs in Tweet in G2:
[215] information,science
[159] annual,meeting
[102] special,issue
[84] asist_org,register
[56] science,technology
[54] jasist,special
[52] 00,pm
[50] asist_org,asis
[46] asis,sig
[45] asist_org,annual

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

Top Word Pairs in Tweet in G4:
[49] text,mining
[47] mining,information
[30] website,text
[30] professionals,uncharted
[30] information,professionals
[30] territory,live
[30] book,website
[30] uncharted,territory
[29] lamba_manika,book
[25] iflastl,ifla

Top Word Pairs in Tweet in G5:
[61] information,science
[42] special,issue
[28] jasist,special
[25] editorial,board
[25] re,orienting
[24] orienting,search
[22] science,technology
[20] research,information
[19] annual,meeting
[18] review,information

Top Word Pairs in Tweet in G6:
[31] sig_met,asist_org
[18] #informetrics,#scientometrics
[18] sig,met
[16] sig_met,hello
[15] annual,meeting
[13] met,workshop
[12] deadline,aug
[11] 2021,oct
[11] aug,17
[11] paper,award

Top Word Pairs in Tweet in G7:
[12] dublincore,asist_org
[7] scale,reflections
[7] reflections,20
[7] research,scale
[7] 20,years
[7] borgman,wofford
[7] published,borgman
[7] wofford,golshan
[7] qualitative,research
[7] collaborative,qualitative

Top Word Pairs in Tweet in G8:
[2] dipendra,manocha

Top Word Pairs in Tweet in G9:
[37] world,#action2015
[37] #tagfest,daily
[37] daily,thanks
[37] #action2015,#tagfest
[37] latest,world
[13] thanks,asist_org
[10] #sdgs,#blsdata
[8] asist_org,#sdgs
[7] #informationmatters,#covid19
[4] thanks,oclc

Top Word Pairs in Tweet in G10:
[19] information,science
[12] africa,past
[12] science,africa
[11] africa,chapter
[10] upcoming,webinar
[10] asis,africa
[8] past,present
[8] present,future
[7] sponsored,asis
[6] panel,ser_soc

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

Top Replied-To in G1:
@asist_org
@zehrataskin
@dujiarainy
@africahands
@riehsooyoung
@nilavrab
@annmgraf
@fredlewisappel
@acm_chiir

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

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

Top Replied-To in G4:
@lamba_manika
@asist_org
@startrek_lt
@espejolento
@anwar81du
@ifla
@khalidusmanpk
@rafg
@jerrycueb
@asistsa

Top Replied-To in G5:
@dujiarainy
@asist_org
@jhaines2010
@lisagiven
@adamworrall4
@devongreyson
@arjun_sanyal
@anwar81du
@joseph_winberry
@idepiphd

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

Top Replied-To in G7:
@dublincore
@antoine_isaac
@umsi

Top Replied-To in G8:
@apla1914
@lislinks

Top Replied-To in G10:
@asist_org
@nareshag
@anthonyschow

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

Top Mentioned in G1:
@asist_org
@acm_chiir
@acmsigir
@riehsooyoung
@sigchi
@utischool
@asist_ec
@jaceksg
@asist_siguse
@asist_sigsm

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

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

Top Mentioned in G4:
@asist_org
@lamba_manika
@iflastl
@ifla
@asistsa
@springernature
@sn_authors
@igiglobal
@librarycongress
@sig3i

Top Mentioned in G5:
@asist_org
@arist_org
@olofsun
@juttahaider
@lisagiven
@universitysa
@dirk_lew
@dujiarainy
@ruyhliu
@hlobrienubc

Top Mentioned in G6:
@asist_org
@sig_met
@silviacdobre
@intctrstudyres
@tirthankarslg
@academicchatter
@aarontay
@asist_sigsm
@miura_bibmet
@mishateplitskiy

Top Mentioned in G7:
@asist_org
@dublincore
@ischoolui
@univienna
@scitechprof
@umsi
@dgarijov
@la_upm
@wikidata
@irenepasquetto

Top Mentioned in G8:
@asist_org
@unesco
@ifla
@oclc
@libraryofcongre
@aicte_india
@ugc_india
@libraryugcnet
@google
@aiuindia

Top Mentioned in G9:
@asist_org
@oclc
@thomasg77
@drpauladootson
@jasist
@glenkcampbell
@sbb_news
@danielcarranza
@albinevilleger
@statistik_at

Top Mentioned in G10:
@asist_org
@africa_asis
@alalibrary
@ser_soc
@yolandiswa
@sjsuischool
@anabelquanhaase
@dkis_uct
@victoriarubin
@sabrinasauer

Top Tweeters
Top Tweeters in Entire Graph:
@bob_stinson1234
@glasgow_watch
@ndtv
@o_fabriciosouza
@artificialbra1n
@guardian
@ml_tweet_bot
@botcybersec
@vrretweeter
@maxamaxim

Top Tweeters in G1:
@bob_stinson1234
@artificialbra1n
@ml_tweet_bot
@nytimes
@the404code
@docdre
@graffiti_bot
@in_stemm
@codeforpdx
@drdaveobrien

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

Top Tweeters in G3:
@guardian
@doctorow
@grjenkin
@doctorow_no_bb
@fdmincoop
@future_of_ai
@mchris4duke
@profkakie
@tekinoktay
@janecowell8

Top Tweeters in G4:
@nayioartisan
@skostiaev
@bibliojo
@isidroaguillo
@openscience
@yvonnenobis
@epiccodingnet
@infodocket
@fletcherdurant
@springernature

Top Tweeters in G5:
@margymaclibrary
@thartman2u
@lbirb1
@jbolmarcich
@juliapennlert
@mathiasced
@antjetheise
@unisa
@uptuks
@juhamanninen

Top Tweeters in G6:
@academicchatter
@openscitalk
@workingbnb
@lisalibrarian
@deborahjonesnz
@iamgabbarson
@aarontay
@ischoolsu
@mattyglesias
@freddie2310

Top Tweeters in G7:
@maponi
@xabuci
@la_upm
@betsyrolland
@rritools
@ucla
@umsi
@powersoffour
@univienna
@ahmad88csc

Top Tweeters in G8:
@ndtv
@deccanchronicle
@toiindianews
@google
@juliebabyar
@who
@ungeneva
@libraryjournal
@unesco
@himss

Top Tweeters in G9:
@carolabriceno
@librarythingtim
@thomasg77
@albinevilleger
@flightradar24
@usnatarchives
@natlibscot
@lyzidiamond
@glenkcampbell
@ons

Top Tweeters in G10:
@vrretweeter
@jenniejareth
@nasa
@librarian_nkem
@westernu
@lorenek025
@stckedlibrarian
@alalibrary
@lezzarlomso
@onlibraryassoc