iSchools, Twitter, 1/6/2022 4:49:09 AM, 269541


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iSchools_2022-01-05_20-33-36.xlsx
iSchools_2022-01-05_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 06, 2022
Short Description:
iSchools via NodeXL https://bit.ly/32N41m3
@ischools
@uw_ischool
@iconf
@carolinerpitt
@b01group
@strath_ischool
@ischoolumd
@lisresearch
@simmonsslis
@elegantlogic

Top hashtags:
#bts
#army
#iconf22
#infocon2021
#infocon
#informationscience
#asist21
#iconf21

Description:
Description
The graph represents a network of 360 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, 06 January 2022 at 04:34 UTC.

The requested start date was Thursday, 06 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 96-day, 5-hour, 4-minute period from Friday, 01 October 2021 at 12:08 UTC to Wednesday, 05 January 2022 at 17:12 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 : 360
Unique Edges : 398
Edges With Duplicates : 601
Total Edges : 999
Number of Edge Types : 5
Retweet : 249
MentionsInRetweet : 469
Tweet : 79
Replies to : 30
Mentions : 172
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0591304347826087
Reciprocated Edge Ratio : 0.111658456486043
Connected Components : 39
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 269
Maximum Edges in a Connected Component : 879
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.007814
Graph Density : 0.00471216341689879
Modularity : 0.491008
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 360 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, 06 January 2022 at 04:34 UTC.

The requested start date was Thursday, 06 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 96-day, 5-hour, 4-minute period from Friday, 01 October 2021 at 12:08 UTC to Wednesday, 05 January 2022 at 17:12 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:
[22] https://ischools.org/INFOcon-2021
[6] https://twitter.com/iSchools/status/1446128188569051136
[5] https://ischools.org/iConference
[5] http://ad-id.org/
[5] https://ischools.org/page-18436
[4] https://ischools.org/Jobs
[3] https://twitter.com/LiebnerUlrike/status/1478288985868886016
[3] https://twitter.com/ischools/status/1461012341399736326
[3] https://ischool.uw.edu/news/2021/11/ischools-weber-wins-funding-help-community-navigate-technology-challenges
[2] https://www.conftool.org/asist2021/index.php?page=browseSessions&form_session=467#paperID342

Top URLs in Tweet in G1:
[11] https://ischools.org/INFOcon-2021
[5] https://ischools.org/iConference
[5] http://ad-id.org/
[4] https://ischools.org/Jobs
[3] https://twitter.com/LiebnerUlrike/status/1478288985868886016
[3] https://twitter.com/ischools/status/1461012341399736326
[2] https://ischools.org/Registration
[2] https://ischools.org/Womens-Coalition
[2] https://lnu.se/en/isdt2022
[2] https://ischools.org/iConference-2021-Summary

Top URLs in Tweet in G2:
[4] https://ischools.org/INFOcon-2021
[3] https://ischool.uw.edu/news/2021/11/ischools-weber-wins-funding-help-community-navigate-technology-challenges
[3] https://twitter.com/iSchools/status/1446128188569051136
[2] https://ischools.org/Studies-in-Misinformation
[1] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds

Top URLs in Tweet in G3:
[1] https://twitter.com/iSchools/status/1446128188569051136

Top URLs in Tweet in G4:
[2] https://projectinfolit.org/pubs/provocation-series/essays/the-ischool-equation.html
[1] https://www.journals.elsevier.com/library-and-information-science-research/call-for-papers/advances-in-research-on-information-creation
[1] https://www.conftool.org/asist2021/index.php?page=browseSessions&form_session=467#paperID342
[1] https://www.asist.org/meetings-events/webinars/information-and-knowledge-organisation-in-digital-humanities-global-perspectives-dcmi/

Top URLs in Tweet in G5:
[2] https://ischools.org/INFOcon-2021
[1] http://bheepz.ischools.co.kr
[1] https://www.c-ischools.org:443/referendum
[1] http://www.c-ischools.org/2021-referendum
[1] https://ischools.org/Lead-From-Wherever-You-Are-Skills-for-an-Evolving-Profession
[1] https://vogw.ischools.co.kr/
[1] https://twitter.com/_TX97/status/1459071172558077953
[1] https://www.ideals.illinois.edu/bitstream/handle/2142/110927/paper_107.pdf?sequence=1&isAllowed=y
[1] https://twitter.com/juchidiuno/status/1447917527481393179
[1] https://lrtf.ischools.co.kr/

Top URLs in Tweet in G7:
[1] https://twitter.com/iSchools/status/1446128188569051136
[1] https://umd.zoom.us/webinar/register/WN_I8JkD0yHR1Owqw_qVLdPSQ

Top URLs in Tweet in G8:
[5] https://ischools.org/page-18436
[1] https://ischools.org/INFOcon-2021

Top URLs in Tweet in G10:
[2] https://ischools.org/INFOcon-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[65] ischools.org
[35] twitter.com
[5] ad-id.org
[4] co.kr
[4] uw.edu
[3] lnu.se
[2] conftool.org
[2] projectinfolit.org
[2] illinois.edu
[2] hu.berlin

Top Domains in Tweet in G1:
[42] ischools.org
[18] twitter.com
[5] ad-id.org
[3] lnu.se
[2] hu.berlin
[1] qualtrics.com
[1] hu-berlin.de
[1] rutgers.edu
[1] drexel.edu
[1] ac.uk

Top Domains in Tweet in G2:
[6] ischools.org
[4] uw.edu
[3] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] projectinfolit.org
[1] elsevier.com
[1] conftool.org
[1] asist.org

Top Domains in Tweet in G5:
[4] co.kr
[4] twitter.com
[3] ischools.org
[2] c-ischools.org
[1] illinois.edu

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

Top Domains in Tweet in G8:
[6] ischools.org

Top Domains in Tweet in G10:
[2] ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] bts
[77] army
[33] iconf22
[14] infocon2021
[11] infocon
[11] informationscience
[8] asist21
[8] iconf21
[8] datascience
[5] simmonsslis



Top Hashtags in Tweet in G1:
[33] iconf22
[8] iconf21
[8] infocon2021
[5] infocon
[3] infocon21
[2] isic22
[2] ischoolui
[1] socialactivity
[1] scienceslam
[1] fun

Top Hashtags in Tweet in G2:
[77] bts
[77] army
[8] informationscience
[5] infocon2021
[5] infocon
[3] pitun2021
[3] misinformation
[3] ai
[2] publicinteresttech
[1] pitun

Top Hashtags in Tweet in G3:
[5] datascience
[1] userinterfacedesign

Top Hashtags in Tweet in G4:
[1] asist21

Top Hashtags in Tweet in G5:
[2] jacketpride
[2] levyforlearning
[1] infocon
[1] arma2021
[1] infocon2021
[1] cide22

Top Hashtags in Tweet in G6:
[2] cybersecurity
[1] smartcities

Top Hashtags in Tweet in G8:
[5] simmonsslis
[3] vr
[3] ar
[3] simmonsuniversity
[1] informationscience

Top Words
Top Words in Tweet in Entire Graph:
[184] ischools
[141] more
[116] information
[88] uw_ischool
[87] services
[82] ischool's
[77] jin
[77] lee
[77] elegantlogic
[77] believes

Top Words in Tweet in G1:
[106] ischools
[74] information
[47] more
[42] science
[34] iconf
[33] #iconf22
[27] virtual
[24] 2021
[24] event
[23] explore

Top Words in Tweet in G2:
[86] uw_ischool
[81] ischool's
[78] services
[77] jin
[77] lee
[77] elegantlogic
[77] believes
[77] streaming
[77] more
[77] serve

Top Words in Tweet in G3:
[10] ischools
[8] anelisehshrout
[7] human
[6] program
[6] uoftinfofaculty
[6] especially
[5] centered
[5] #datascience
[5] combine
[4] data

Top Words in Tweet in G4:
[16] information
[14] working
[14] submit
[14] special
[14] issue
[14] ihuvila
[14] archivingeye
[14] kyungwonkoh
[13] creation
[13] lisr

Top Words in Tweet in G5:
[20] gt
[8] ischools
[7] ì
[5] information
[4] lt
[3] infocon
[3] 2021
[3] people
[3] 출처
[2] ìš

Top Words in Tweet in G6:
[4] csgspace
[2] globalcyberalln
[2] today
[2] gillthomasuk
[2] talking
[2] #cybersecurity
[2] toolkits
[2] cybersecurity

Top Words in Tweet in G7:
[5] erickgalinkin
[5] ischools
[4] bsideslv
[4] jobs
[3] bodaceacat
[3] gdbassett
[3] students
[3] looking
[3] internships
[3] used

Top Words in Tweet in G8:
[11] 2021
[9] reality
[8] virtual
[6] october
[5] learn
[5] #simmonsslis
[5] professor
[5] present
[5] 20
[5] infocon

Top Words in Tweet in G9:
[2] great
[2] question
[2] amphischools
[2] tucsonunified
[2] cfsd16
[2] sunnysideusd

Top Words in Tweet in G10:
[3] ischools
[2] libskrat
[2] built
[2] lot
[2] anyway
[2] yeah
[2] working
[2] preso
[2] infocon21
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] uw_ischool,ischool's
[77] ischool's,jin
[77] jin,lee
[77] lee,elegantlogic
[77] elegantlogic,believes
[77] believes,streaming
[77] streaming,services
[77] services,more
[77] more,serve
[77] serve,#bts

Top Word Pairs in Tweet in G1:
[22] information,science
[20] virtual,event
[16] infocon,2021
[15] library,information
[15] explore,information
[15] science,related
[15] related,careers
[15] careers,infocon
[15] 2021,free
[15] free,virtual

Top Word Pairs in Tweet in G2:
[77] ischool's,jin
[77] jin,lee
[77] lee,elegantlogic
[77] elegantlogic,believes
[77] believes,streaming
[77] streaming,services
[77] services,more
[77] more,serve
[77] serve,#bts
[77] #bts,fans

Top Word Pairs in Tweet in G3:
[8] anelisehshrout,ischools
[5] ischools,human
[5] human,centered
[5] centered,#datascience
[5] #datascience,program
[5] program,uoftinfofaculty
[5] uoftinfofaculty,especially
[5] especially,combine
[4] chribecker,anelisehshrout
[2] data,science

Top Word Pairs in Tweet in G4:
[14] special,issue
[14] ihuvila,archivingeye
[14] archivingeye,kyungwonkoh
[13] working,information
[13] information,creation
[13] creation,submit
[13] submit,special
[13] issue,lisr
[13] lisr,ed
[13] ed,ihuvila

Top Word Pairs in Tweet in G5:
[8] gt,gt
[4] gt,lt
[3] infocon,2021
[3] lt,출처
[3] 출처,gt
[2] ì,ìš
[2] ì,ì
[2] virtual,event
[2] event,showcases
[2] showcases,breadth

Top Word Pairs in Tweet in G6:
[2] csgspace,csgspace
[2] csgspace,globalcyberalln
[2] globalcyberalln,today
[2] today,gillthomasuk
[2] gillthomasuk,talking
[2] talking,#cybersecurity
[2] #cybersecurity,toolkits
[2] toolkits,cybersecurity

Top Word Pairs in Tweet in G7:
[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
[2] bodaceacat,gdbassett

Top Word Pairs in Tweet in G8:
[5] virtual,event
[4] october,20
[4] ischools,infocon
[4] infocon,2021
[4] 2021,virtual
[3] learn,virtual
[3] virtual,reality
[3] reality,#vr
[3] #vr,augmented
[3] augmented,reality

Top Word Pairs in Tweet in G9:
[2] great,question
[2] question,amphischools
[2] amphischools,tucsonunified
[2] tucsonunified,cfsd16
[2] cfsd16,sunnysideusd

Top Word Pairs in Tweet in G10:
[2] anyway,yeah
[2] yeah,working
[2] working,preso
[2] preso,infocon21
[2] infocon21,data
[2] data,governance
[2] governance,privacy
[2] privacy,careers
[2] careers,come
[2] come,learn

Top Replied-To
Top Replied-To in Entire Graph:
@amyicurrie
@mariaecogl
@anelisehshrout
@drexelcci
@gdbassett
@erickgalinkin
@rutgerscomminfo
@linneuni
@imsyedwaqar
@timgorichanaz

Top Replied-To in G1:
@mariaecogl
@amyicurrie
@linneuni
@rutgerscomminfo
@drexelcci
@delredhead
@rybesh

Top Replied-To in G2:
@uwresponsibleai

Top Replied-To in G3:
@anelisehshrout
@cfiesler
@loriemerson

Top Replied-To in G4:
@timgorichanaz

Top Replied-To in G6:
@csgspace

Top Replied-To in G7:
@gdbassett
@erickgalinkin

Top Replied-To in G10:
@libskrat
@derangedescribe
@wildbookchase

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@uw_ischool
@elegantlogic
@iconf
@ihuvila
@archivingeye
@kyungwonkoh
@timgorichanaz
@anna_suor
@strath_ischool

Top Mentioned in G1:
@ischools
@iconf
@strath_ischool
@infogamerist
@ibi_hu
@liebnerulrike
@uofginfostudies
@upslis
@yonahleve
@ischoolksu

Top Mentioned in G2:
@uw_ischool
@elegantlogic
@jevinwest
@aylin_cim
@taschagroup
@uwcip
@nniiicc
@uwresponsibleai
@uw
@newamerica

Top Mentioned in G3:
@anelisehshrout
@uoftinfofaculty
@chribecker
@kwelle
@annajobin
@demukost
@chels_bar
@jovialjoy
@histoftech
@kanarinka

Top Mentioned in G4:
@ihuvila
@archivingeye
@kyungwonkoh
@timgorichanaz
@anna_suor
@ischools
@anna_suorsa
@citylis
@asist_org
@asist_siguse

Top Mentioned in G6:
@gillthomasuk
@b01group
@csgspace
@adapt_security
@staysafeonline
@nist
@cityofsanjose
@sanmateoco
@jointventuresvn
@pci_initiative

Top Mentioned in G7:
@erickgalinkin
@bodaceacat
@bsideslv
@gdbassett
@ischoolumd
@bstjean

Top Mentioned in G8:
@ischools
@simmonsslis
@cathy2cool
@arma_int
@ischool

Top Mentioned in G9:
@amphischools
@tucsonunified
@cfsd16
@sunnysideusd
@mitchell_bay7

Top Mentioned in G10:
@libcolleen
@ischools
@libskrat

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@artificialbra1n
@fabriciosx
@stankinmyblunt
@education_24x7
@removegopnow
@4evrstardancer
@shopermintjinky
@vrretweeter
@volkskrant

Top Tweeters in G1:
@artificialbra1n
@digtalhumanatee
@real_person_dh
@cilipinfo
@rutgerscomminfo
@ted_underwood
@ameliangibson
@jedpc
@rjotaduran
@cilipscotland

Top Tweeters in G2:
@stankinmyblunt
@removegopnow
@4evrstardancer
@shopermintjinky
@btsismy74720491
@parkly23
@agent_snark
@kristine_jung18
@deeannisa
@directonerkalov

Top Tweeters in G3:
@fabriciosx
@pardoe_ai
@heatherfro
@histoftech
@loriemerson
@cfiesler
@annajobin
@anelisehshrout
@dabare64
@laurenfklein

Top Tweeters in G4:
@margymaclibrary
@citylis
@suzanasukovic
@asist_org
@bhuva_at_uts
@sarah_ohare
@timgorichanaz
@arjun_sanyal
@archivingeye
@melissa1776

Top Tweeters in G5:
@stephenmolldrem
@randomarchivist
@micahvandegrift
@nkosssiii
@doc_soc
@bethanycaye
@isd911
@slimnews
@timothydbowman
@uscmmlis

Top Tweeters in G6:
@cybersec_feeds
@staysafeonline
@b01group
@nist
@pci_initiative
@csgspace
@cityofsanjose
@sanmateoco
@jointventuresvn
@adapt_security

Top Tweeters in G7:
@gdbassett
@cillic
@yaganub
@bsideslv
@ischoolumd
@erickgalinkin
@bodaceacat
@bstjean

Top Tweeters in G8:
@vrretweeter
@simmonsslis
@arma_int
@annmgraf
@acrl_is_itech
@cathy2cool
@ischool

Top Tweeters in G9:
@tucsonmelissa
@tucsonunified
@mitchell_bay7
@amphischools
@sunnysideusd
@cfsd16

Top Tweeters in G10:
@libcolleen
@wildbookchase
@derangedescribe
@snowdenbecker
@cpikas
@libskrat


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