iSchools, Twitter, 4/7/2022 7:03:21 PM, 274445


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iSchools_2022-04-06_20-33-36.xlsx
iSchools_2022-04-06_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3DOU5q5
@ischools
@iconf
@taschagroup
@ischoolumd
@silviacdobre
@margymaclibrary
@bodaceacat
@umsi
@timgorichanaz
@uw_ischool

Top hashtags:
#iconf22
#ischools
#library
#libraries
#digitalpathways
#scholarships
#researchevaluation

Description:
Description
The graph represents a network of 303 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 April 2022 at 03:34 UTC.

The requested start date was Thursday, 07 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 119-day, 3-hour, 56-minute period from Wednesday, 01 December 2021 at 12:00 UTC to Wednesday, 30 March 2022 at 15:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 303
Unique Edges : 387
Edges With Duplicates : 681
Total Edges : 1068
Number of Edge Types : 5
Mentions : 270
Retweet : 221
MentionsInRetweet : 439
Tweet : 105
Replies to : 33
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.103578154425612
Reciprocated Edge Ratio : 0.187713310580205
Connected Components : 38
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 918
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.928124
Graph Density : 0.00640395165344349
Modularity : 0.397699
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 303 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 April 2022 at 03:34 UTC.

The requested start date was Thursday, 07 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 119-day, 3-hour, 56-minute period from Wednesday, 01 December 2021 at 12:00 UTC to Wednesday, 30 March 2022 at 15:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iSchools
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:
[23] https://ischools.org/Registration
[7] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/?utm_source=blog&utm_medium=tw&utm_campaign=blglissummit
[6] https://ischools.org/resources/Documents/iconf%202022/2022%20Schedule/iConf22_schedule.ver.7.pdf
[5] https://ischools.org/News/12630958
[5] https://tascha.uw.edu/2022/02/iconference-interactive-event-shaping-future-directions-for-lis-to-thrive-and-grow-in-ischools/?utm_source=blog&utm_medium=tw&utm_campaign=blglisiconf
[4] https://ischools.org/Dissertation-Award-Past-Winners
[4] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-96960-8_1
[4] https://ischools.org/Womens-Coalition
[4] https://bostonu.qualtrics.com/jfe/form/SV_5vVkXBTdqc2QVls
[4] https://twitter.com/iSchools/status/1495842227939311617

Top URLs in Tweet in G1:
[7] https://ischools.org/Registration
[4] https://bostonu.qualtrics.com/jfe/form/SV_5vVkXBTdqc2QVls
[3] https://ischools.org/News/12630958
[3] https://ischools.org/Dissertation-Award-Past-Winners
[2] https://www.fnlm.org/product/post-pandemic-libraries-the-upcoming-era-of-change/
[1] https://ischool.utoronto.ca/knowledge-equity-and-justice-spring-seminar/
[1] https://ischools.org/News/12154529
[1] https://ischools.org/News/12146541
[1] https://utexas.qualtrics.com/jfe/form/SV_6tUXhbqQ4PweVBc
[1] https://ischools.org/News/12174709

Top URLs in Tweet in G2:
[10] https://ischools.org/Registration
[4] https://ischools.org/resources/Documents/iconf%202022/2022%20Schedule/iConf22_schedule.ver.7.pdf
[4] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-96960-8_1
[3] https://ischools.org/News/12252902
[3] https://ischools.org/Registration/
[3] https://twitter.com/iSchools/status/1495842227939311617
[2] https://twitter.com/LiebnerUlrike/status/1478288985868886016
[2] https://ischools.org/News/12630958
[2] https://ischools.org/Womens-Coalition
[2] https://ischools.org/Awards

Top URLs in Tweet in G3:
[1] https://lnu.se/en/isdt2022
[1] https://ickm2022.fh-potsdam.de/#Call%20for%20Papers
[1] https://ischools.org/page-8689/BlogPost/4899511/12585472
[1] https://s.surveyplanet.com:443/8my83cwn
[1] https://twitter.com/i/web/status/1509082825630400515
[1] https://ischools.org/european-doctoral-seminar-series
[1] https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24645?cookieSet=1
[1] https://www.journals.elsevier.com/library-and-information-science-research/call-for-papers/advances-in-research-on-information-creation
[1] https://ischools.org/iConference
[1] https://www.mamp.info/en/windows/

Top URLs in Tweet in G4:
[6] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/?utm_source=blog&utm_medium=tw&utm_campaign=blglissummit
[5] https://tascha.uw.edu/2022/02/iconference-interactive-event-shaping-future-directions-for-lis-to-thrive-and-grow-in-ischools/?utm_source=blog&utm_medium=tw&utm_campaign=blglisiconf
[4] https://ischools.org/Registration
[3] https://tascha.uw.edu/projects/lis-forward/?utm_source=projpage&utm_medium=tw&utm_campaign=projlisfwd
[2] https://ischools.org/Program
[2] https://ischools.org/iConference
[1] https://ischools.org/resources/Documents/iconf%202022/2022%20Schedule/iConf22_schedule.ver.7.pdf
[1] https://ischool.illinois.edu/news-events/news/2021/12/schiavone-joins-ischools-administrative-support-team

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1490835664660680704
[1] https://twitter.com/i/web/status/1490896786692603908
[1] https://twitter.com/i/web/status/1490837229488336897
[1] https://twitter.com/i/web/status/1490743218702458889

Top URLs in Tweet in G6:
[1] https://twitter.com/cfiesler/status/1470432339746566160
[1] http://kjjvz.ischools.co.kr
[1] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/
[1] http://qmnar.ischools.co.kr
[1] https://ischools.org/Womens-Coalition
[1] https://twitter.com/iSchools/status/1495842227939311617
[1] https://twitter.com/ANI/status/1503785843911458817
[1] https://www.ics.uci.edu/community/news/view_news?id=2126
[1] https://www.nationalacademies.org/event/03-29-2022/building-public-trust-in-public-health-emergency-preparedness-and-response-phepr-science-a-workshop
[1] https://twitter.com/i/web/status/1509192290107076611

Top URLs in Tweet in G7:
[1] https://ischools.org/News/12252902%20#
[1] https://twitter.com/MonashInfotech/status/1481159026960445441
[1] https://ischools.org/Awards
[1] https://www.ischools.org/News/12260602

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=LeseN6wb0t0

[1] https://umd.zoom.us/webinar/register/WN_I8JkD0yHR1Owqw_qVLdPSQ
[1] https://fal.cn/3nzBY
[1] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/?utm_source=blog&utm_medium=tw&utm_campaign=blglissummit

Top URLs in Tweet in G9:
[1] https://www.cilips.org.uk/about/scotlands-library-information-professional-year/
[1] https://twitter.com/NickPoole1/status/1482002723121815555

Top Domains
Top Domains in Tweet in Entire Graph:
[79] ischools.org
[47] twitter.com
[17] uw.edu
[5] qualtrics.com
[4] springer.com
[3] surveyplanet.com
[3] asist.org
[2] utoronto.ca
[2] zoom.us
[2] lnu.se

Top Domains in Tweet in G1:
[24] ischools.org
[17] twitter.com
[5] qualtrics.com
[2] utoronto.ca
[2] fnlm.org
[1] fh-potsdam.de
[1] unizd.hr
[1] circls.org
[1] surveyplanet.com
[1] ifla.org

Top Domains in Tweet in G2:
[33] ischools.org
[11] twitter.com
[4] springer.com
[1] surveyplanet.com
[1] scoocs.co
[1] hu-berlin.de
[1] uw.edu

Top Domains in Tweet in G3:
[4] twitter.com
[3] ischools.org
[3] asist.org
[1] lnu.se
[1] fh-potsdam.de
[1] surveyplanet.com
[1] wiley.com
[1] elsevier.com
[1] mamp.info
[1] growthzoneapp.com

Top Domains in Tweet in G4:
[14] uw.edu
[9] ischools.org
[1] illinois.edu

Top Domains in Tweet in G5:
[4] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] co.kr
[1] uw.edu
[1] ischools.org
[1] uci.edu
[1] nationalacademies.org

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

Top Domains in Tweet in G8:
[1] youtube.com
[1] zoom.us
[1] fal.cn
[1] uw.edu

Top Domains in Tweet in G9:
[1] org.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[97] iconf22
[18] ischools
[10] library
[10] libraries
[7] digitalpathways
[7] scholarships
[4] researchevaluation
[4] researchonresearch
[3] datascience
[3] teachers



Top Hashtags in Tweet in G1:
[23] iconf22
[10] library
[8] libraries
[7] scholarships
[7] digitalpathways
[4] ischools
[2] datascience
[2] symposium
[2] pla22
[2] gameevening

Top Hashtags in Tweet in G2:
[45] iconf22
[2] ischools
[2] scienceslam
[1] winspiration
[1] cilips22
[1] ibi
[1] wirsinddabei
[1] socialactivity
[1] fun
[1] social

Top Hashtags in Tweet in G3:
[4] iconf22
[1] datascience

Top Hashtags in Tweet in G4:
[11] iconf22
[1] lis
[1] ischoolui

Top Hashtags in Tweet in G5:
[1] unmaskourkids
[1] unmaskourchildren

Top Hashtags in Tweet in G6:
[1] cide22
[1] informationscience

Top Hashtags in Tweet in G7:
[2] protic
[2] sustainability
[1] digitalsustainability
[1] researchimpact
[1] iconf22

Top Hashtags in Tweet in G8:
[2] ischools

Top Hashtags in Tweet in G9:
[2] winspiration
[1] slipy
[1] iconf22
[1] librarians
[1] librarianship
[1] globallib

Top Words
Top Words in Tweet in Entire Graph:
[233] ischools
[97] #iconf22
[94] iconf
[88] information
[84] more
[60] 2022
[47] research
[42] register
[42] digital
[42] registration

Top Words in Tweet in G1:
[64] ischools
[36] information
[33] more
[23] #iconf22
[22] students
[21] registration
[20] digital
[20] register
[19] 2022
[18] learn

Top Words in Tweet in G2:
[47] iconf
[45] #iconf22
[41] ischools
[22] iconference
[18] more
[16] award
[15] science
[14] best
[13] research
[13] until

Top Words in Tweet in G3:
[31] ischools
[22] information
[17] submit
[16] special
[16] issue
[15] working
[15] ihuvila
[15] archivingeye
[15] kyungwonkoh
[14] timgorichanaz

Top Words in Tweet in G4:
[32] ischools
[25] iconf
[20] lis
[14] information
[14] future
[14] iconference
[13] 2022
[13] more
[12] march
[11] #iconf22

Top Words in Tweet in G5:
[11] amphischools
[8] cfsd16
[8] tucsonunified
[4] hey
[4] pchd
[2] libertyfora_l_l
[2] science
[2] changed
[2] cost
[2] masking

Top Words in Tweet in G6:
[10] gt
[9] ischools
[5] information
[3] science
[3] lt
[3] data
[2] l'évolution
[2] sciences
[2] anyone
[2] field

Top Words in Tweet in G7:
[12] ischools
[7] oligil
[7] monashinfotech
[5] paper
[4] congratulations
[4] delighted
[4] announce
[4] chair
[4] elect
[4] please

Top Words in Tweet in G8:
[5] erickgalinkin
[5] ischools
[4] more
[4] bsideslv
[3] data
[3] series
[3] information
[3] five
[3] come
[3] together

Top Words in Tweet in G9:
[9] infogamerist
[8] ischools
[7] natlibscot
[7] cilipscotland
[6] such
[6] aminatshah
[6] wait
[5] amazing
[5] talk
[5] morning

Top Words in Tweet in G10:
[6] cs
[5] hci
[4] sharoz
[4] jessicahullman
[4] hcil_umd
[4] departments
[4] ischools
[3] alexkale17
[3] engineering
[2] nelmqvist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] days,until
[25] until,#iconf22
[24] more,days
[22] special,issue
[21] learn,more
[18] standard,registration
[18] women's,coalition
[17] research,paper
[16] digital,humanities
[16] ihuvila,archivingeye

Top Word Pairs in Tweet in G1:
[14] digital,humanities
[12] until,#iconf22
[11] library,information
[10] days,until
[10] attention,ischools
[10] ischools,#library
[10] #library,faculty
[10] faculty,students
[9] information,studies
[9] more,days

Top Word Pairs in Tweet in G2:
[12] iconference,iconf
[12] iconf,#iconf22
[11] science,slam
[11] women's,coalition
[10] european,ischools
[9] more,days
[9] days,until
[9] until,#iconf22
[9] ischools,iconf
[8] research,paper

Top Word Pairs in Tweet in G3:
[16] special,issue
[15] ihuvila,archivingeye
[15] archivingeye,kyungwonkoh
[14] working,information
[14] information,creation
[14] creation,submit
[14] submit,special
[14] issue,lisr
[14] lisr,ed
[14] ed,ihuvila

Top Word Pairs in Tweet in G4:
[10] march,2nd
[8] iconference,interactive
[8] interactive,event
[8] shaping,future
[7] lis,forward
[7] thrive,grow
[7] event,shaping
[7] future,directions
[7] directions,lis
[6] information,schools

Top Word Pairs in Tweet in G5:
[4] amphischools,cfsd16
[4] cfsd16,tucsonunified
[4] tucsonunified,cfsd16
[4] hey,amphischools
[2] tucsonunified,science
[2] science,changed
[2] changed,cost
[2] cost,masking
[2] masking,children
[2] great,question

Top Word Pairs in Tweet in G6:
[4] gt,gt
[2] library,science
[2] gt,lt
[2] lt,출처
[2] 출처,gt
[2] ischools,doctoral

Top Word Pairs in Tweet in G7:
[4] delighted,announce
[4] announce,oligil
[4] oligil,chair
[4] chair,elect
[4] elect,ischools
[4] ischools,please
[4] please,join
[4] join,congratulating
[3] monashinfotech,delighted
[2] paper,sarker_anindita

Top Word Pairs in Tweet in G8:
[3] come,together
[3] gdbassett,erickgalinkin
[3] erickgalinkin,bsideslv
[3] bsideslv,students
[3] students,looking
[3] looking,jobs
[3] jobs,internships
[3] internships,ischools
[3] ischools,used
[3] used,librarian

Top Word Pairs in Tweet in G9:
[6] aminatshah,natlibscot
[5] infogamerist,such
[5] such,amazing
[5] amazing,talk
[5] talk,morning
[5] morning,aminatshah
[5] natlibscot,wait
[5] wait,give
[5] give,next
[5] next,cilipscotland

Top Word Pairs in Tweet in G10:
[3] jessicahullman,hcil_umd
[3] sharoz,jessicahullman
[3] cs,departments
[2] nelmqvist,alexkale17
[2] alexkale17,sharoz
[2] hcil_umd,historically
[2] historically,speaking
[2] speaking,hci
[2] hci,exclusive
[2] exclusive,cs

Top Replied-To
Top Replied-To in Entire Graph:
@infogamerist
@monashinfotech
@socioanna
@ischools
@sharoz
@lgibradze
@ryancordell
@alixabeth
@plaguelibrarian
@hibbythach

Top Replied-To in G1:
@ischools
@lgibradze

Top Replied-To in G2:
@luileito
@strath_ischool
@gerhardbissels
@infogamerist

Top Replied-To in G3:
@timgorichanaz

Top Replied-To in G4:
@socioanna
@profmadison
@mrsmrs_phd

Top Replied-To in G5:
@amphischools

Top Replied-To in G7:
@monashinfotech
@oligil

Top Replied-To in G8:
@gdbassett
@erickgalinkin

Top Replied-To in G9:
@infogamerist

Top Replied-To in G10:
@sharoz
@alexkale17

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@ihuvila
@archivingeye
@kyungwonkoh
@infogamerist
@taschagroup
@timgorichanaz
@anna_suor
@cilipscotland

Top Mentioned in G1:
@ischools
@iconf
@elsevierconnect
@fnlm
@upslis
@apsap_armenia
@nat_collection
@ja
@mayaracfig
@asist_org

Top Mentioned in G2:
@iconf
@ischools
@liebnerulrike
@infogamerist
@uw_ischool
@taschagroup
@martinhalvey
@leifos
@mattyd_ir
@frankrd

Top Mentioned in G3:
@ischools
@ihuvila
@archivingeye
@kyungwonkoh
@timgorichanaz
@anna_suor
@asist_org
@lisresearch
@ajmillion
@marijel_melo

Top Mentioned in G4:
@iconf
@ischools
@taschagroup
@ischoolui
@brettfrischmann
@staceyawe
@mrsmrs_phd
@profmadison
@ischoolumd
@utischool

Top Mentioned in G5:
@amphischools
@cfsd16
@tucsonunified
@pchd
@libertyfora_l_l
@sunnysideusd
@mcdanielle01
@dougducey
@9thflooraz
@generalbrnovich

Top Mentioned in G7:
@ischools
@oligil
@monashinfotech
@sarker_anindita
@iconf
@vivianehessami
@monashuni

Top Mentioned in G8:
@erickgalinkin
@ischoolumd
@bsideslv
@bodaceacat
@gdbassett
@merrillcollege
@taschagroup

Top Mentioned in G9:
@infogamerist
@natlibscot
@cilipscotland
@ischools
@aminatshah
@iconf
@nickpoole1
@apsap_armenia

Top Mentioned in G10:
@jessicahullman
@hcil_umd
@nelmqvist
@alexkale17
@sharoz
@dr_tj

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@artificialbra1n
@satyajit1910
@designthinkbot
@el1421
@margymaclibrary
@technojeder
@ainewsfeed
@sprintbaseb
@tetisheri

Top Tweeters in G1:
@artificialbra1n
@satyajit1910
@tetisheri
@digtalhumanatee
@real_person_dh
@rtne_ws
@ntlmuseumsscot
@ted_underwood
@natgalleriessco
@oclc

Top Tweeters in G2:
@glasgow_watch
@ischoolsu
@uniofoxford
@anarchia45
@jschneider
@anniesearle
@emmanicolwork
@uw_ischool
@unistrathclyde
@paulacarina

Top Tweeters in G3:
@margymaclibrary
@bekinc
@nucholab
@eventcentralme
@stevenmaccall
@citylis
@lisresearch
@suzanasukovic
@clirdlf
@asist_org

Top Tweeters in G4:
@cpltalk
@rutgerscomminfo
@doug_schuler
@uncsils
@ischoolui
@brettfrischmann
@crhinesmith
@jenifersunrise
@staceyawe
@taschagroup

Top Tweeters in G5:
@tucsonmelissa
@dougducey
@tucsonunified
@9thflooraz
@pchd
@libertyfora_l_l
@generalbrnovich
@amphischools
@sunnysideusd
@horetskiryan

Top Tweeters in G6:
@madee6
@stephenmolldrem
@bhaarathvaasi
@digitalkoans
@ayahsoufan
@cpikas
@doc_soc
@bethanycaye
@ucibrenics
@stillinsky

Top Tweeters in G7:
@womensciaust
@monashuni
@monashdigital
@khalidshiblee
@monashinfotech
@ishtiaquesia
@ruchisembey
@curlyphdgrad
@oligil
@anwar81du

Top Tweeters in G8:
@cillic
@gdbassett
@merrillcollege
@yaganub
@bsideslv
@ischoolumd
@erickgalinkin
@jelizachapman
@bodaceacat

Top Tweeters in G9:
@nickpoole1
@natlibscot
@cilipscotland
@stuartmacq
@elviracaneda
@aminatshah
@ggallerina
@karenveitch

Top Tweeters in G10:
@sharoz
@dr_tj
@mjskay
@nelmqvist
@jessicahullman
@greenveggie_
@alexkale17
@hcil_umd


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