iSchools, Twitter, 3/24/2022 3:51:03 AM, 273602


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iSchools_2022-03-23_20-33-36.xlsx
iSchools_2022-03-23_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3uo0dkL
@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 281 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, 24 March 2022 at 03:34 UTC.

The requested start date was Thursday, 24 March 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 111-day, 20-hour, 34-minute period from Wednesday, 01 December 2021 at 12:00 UTC to Wednesday, 23 March 2022 at 08:34 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 : 281
Unique Edges : 366
Edges With Duplicates : 649
Total Edges : 1015
Number of Edge Types : 5
Mentions : 259
MentionsInRetweet : 422
Retweet : 209
Replies to : 32
Tweet : 93
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.107843137254902
Reciprocated Edge Ratio : 0.194690265486726
Connected Components : 31
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 200
Maximum Edges in a Connected Component : 873
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.953503
Graph Density : 0.00718098627351296
Modularity : 0.40036
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 281 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, 24 March 2022 at 03:34 UTC.

The requested start date was Thursday, 24 March 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 111-day, 20-hour, 34-minute period from Wednesday, 01 December 2021 at 12:00 UTC to Wednesday, 23 March 2022 at 08:34 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
[6] https://ischools.org/resources/Documents/iconf%202022/2022%20Schedule/iConf22_schedule.ver.7.pdf
[6] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/?utm_source=blog&utm_medium=tw&utm_campaign=blglissummit
[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://twitter.com/i/web/status/1506276274238537736
[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/Registration/
[3] https://ischools.org/News/12252902
[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://ischools.org/european-doctoral-seminar-series
[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://lnu.se/en/isdt2022
[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/
[1] https://twitter.com/RuthlessMLS/status/1498701959804588033

Top URLs in Tweet in G4:
[5] 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/iConference
[2] https://ischools.org/Program
[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://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 G7:
[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

Top URLs in Tweet in G8:
[1] https://twitter.com/NickPoole1/status/1482002723121815555

Top URLs in Tweet in G10:
[1] https://umd.zoom.us/webinar/register/WN_I8JkD0yHR1Owqw_qVLdPSQ
[1] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/?utm_source=blog&utm_medium=tw&utm_campaign=blglissummit

Top Domains
Top Domains in Tweet in Entire Graph:
[78] ischools.org
[42] twitter.com
[16] uw.edu
[5] qualtrics.com
[4] springer.com
[3] surveyplanet.com
[3] asist.org
[2] zoom.us
[2] lnu.se
[2] co.kr

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

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

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

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

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

Top Domains in Tweet in G6:
[3] ischools.org
[1] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] co.kr
[1] uw.edu
[1] ischools.org
[1] uci.edu

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G10:
[1] zoom.us
[1] uw.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] iconf22
[18] ischools
[10] library
[10] libraries
[7] digitalpathways
[7] scholarships
[4] researchevaluation
[4] researchonresearch
[3] datalibs
[3] winspiration



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

Top Hashtags in Tweet in G2:
[44] 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:
[10] iconf22
[1] ischoolui

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

Top Hashtags in Tweet in G6:
[2] protic
[2] sustainability
[1] digitalsustainability
[1] researchimpact
[1] iconf22

Top Hashtags in Tweet in G7:
[1] cide22
[1] informationscience

Top Hashtags in Tweet in G8:
[2] winspiration
[1] iconf22
[1] librarians
[1] librarianship
[1] globallib

Top Hashtags in Tweet in G10:
[2] ischools

Top Words
Top Words in Tweet in Entire Graph:
[224] ischools
[94] #iconf22
[92] iconf
[77] more
[74] information
[47] research
[46] 2022
[42] digital
[42] registration
[40] register

Top Words in Tweet in G1:
[64] ischools
[30] more
[29] information
[22] #iconf22
[21] registration
[20] students
[20] digital
[19] register
[16] research
[16] until

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

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

Top Words in Tweet in G4:
[30] ischools
[24] iconf
[20] lis
[14] iconference
[14] future
[13] information
[12] more
[11] march
[10] #iconf22
[10] 2022

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:
[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 G7:
[10] gt
[6] ischools
[3] information
[2] l'évolution
[2] sciences
[2] field
[2] think
[2] lt
[2] 출처
[2] lis

Top Words in Tweet in G8:
[9] infogamerist
[8] ischools
[7] natlibscot
[6] such
[6] aminatshah
[6] wait
[6] cilipscotland
[5] amazing
[5] talk
[5] morning

Top Words in Tweet in G9:
[6] cs
[5] hci
[4] sharoz
[4] jessicahullman
[4] hcil_umd
[4] departments
[4] ischools
[3] alexkale17
[3] engineering
[2] nelmqvist

Top Words in Tweet in G10:
[5] erickgalinkin
[5] ischools
[4] bsideslv
[3] ischoolumd
[3] five
[3] come
[3] together
[3] committee
[3] culminating
[3] 2022

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

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

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] event,shaping
[7] lis,forward
[7] future,directions
[7] directions,lis
[6] information,schools
[6] lis,thrive

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] 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 G7:
[4] gt,gt
[2] gt,lt
[2] lt,출처
[2] 출처,gt

Top Word Pairs in Tweet in G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@infogamerist
@monashinfotech
@socioanna
@ischools
@sharoz
@lgibradze
@alixabeth
@plaguelibrarian
@hibbythach
@abigailleigh

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 G6:
@monashinfotech
@oligil

Top Replied-To in G8:
@infogamerist

Top Replied-To in G9:
@sharoz
@alexkale17

Top Replied-To in G10:
@gdbassett
@erickgalinkin

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

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:
@ihuvila
@archivingeye
@kyungwonkoh
@ischools
@timgorichanaz
@anna_suor
@asist_org
@ajmillion
@marijel_melo
@lisresearch

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 G6:
@ischools
@oligil
@monashinfotech
@sarker_anindita
@iconf
@vivianehessami
@monashuni

Top Mentioned in G8:
@infogamerist
@natlibscot
@ischools
@aminatshah
@cilipscotland
@iconf
@nickpoole1
@apsap_armenia

Top Mentioned in G9:
@jessicahullman
@hcil_umd
@nelmqvist
@alexkale17
@sharoz
@dr_tj

Top Mentioned in G10:
@erickgalinkin
@ischoolumd
@bsideslv
@bodaceacat
@gdbassett
@taschagroup

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
@ntlmuseumsscot
@rtne_ws
@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
@nucholab
@eventcentralme
@stevenmaccall
@citylis
@lisresearch
@suzanasukovic
@asist_org
@bhuva_at_uts
@uaccis

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:
@womensciaust
@monashuni
@monashdigital
@khalidshiblee
@monashinfotech
@ishtiaquesia
@ruchisembey
@curlyphdgrad
@oligil
@anwar81du

Top Tweeters in G7:
@madee6
@stephenmolldrem
@bhaarathvaasi
@doc_soc
@bethanycaye
@ucibrenics
@stillinsky
@haian_o
@fcn0j483bk1
@bcwidlk6zj1

Top Tweeters in G8:
@nickpoole1
@natlibscot
@cilipscotland
@stuartmacq
@elviracaneda
@aminatshah
@ggallerina
@karenveitch

Top Tweeters in G9:
@sharoz
@dr_tj
@mjskay
@nelmqvist
@jessicahullman
@greenveggie_
@alexkale17
@hcil_umd

Top Tweeters in G10:
@cillic
@gdbassett
@yaganub
@bsideslv
@ischoolumd
@erickgalinkin
@jelizachapman
@bodaceacat


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