iSchools, Twitter, 12/30/2021 6:41:57 AM, 269188


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iSchools_2021-12-29_20-33-36.xlsx
iSchools_2021-12-29_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2021
Short Description:
iSchools via NodeXL https://bit.ly/3sKDYqc
@ischools
@uw_ischool
@iconf
@carolinerpitt
@b01group
@strath_ischool
@lisresearch
@simmonsslis
@elegantlogic
@infogamerist

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

Description:
Description
The graph represents a network of 347 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, 30 December 2021 at 04:34 UTC.

The requested start date was Thursday, 30 December 2021 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 86-day, 0-hour, 52-minute period from Friday, 01 October 2021 at 12:08 UTC to Sunday, 26 December 2021 at 13:00 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 : 347
Unique Edges : 373
Edges With Duplicates : 564
Total Edges : 937
Number of Edge Types : 5
Retweet : 236
MentionsInRetweet : 434
Tweet : 76
Replies to : 28
Mentions : 163
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0595903165735568
Reciprocated Edge Ratio : 0.112478031634446
Connected Components : 39
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 256
Maximum Edges in a Connected Component : 817
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.00865
Graph Density : 0.00473921807066349
Modularity : 0.485076
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 347 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, 30 December 2021 at 04:34 UTC.

The requested start date was Thursday, 30 December 2021 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 86-day, 0-hour, 52-minute period from Friday, 01 October 2021 at 12:08 UTC to Sunday, 26 December 2021 at 13:00 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/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
[2] https://ischools.org/Registration

Top URLs in Tweet in G1:
[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 G2:
[4] https://ischools.org/INFOcon-2021
[4] https://ischools.org/Jobs
[1] https://comminfo.rutgers.edu/events/october-19-virtual-information-session-phd-program-communication-information-and-media
[1] https://ischools.org/iConference
[1] https://ischools.org/Registration
[1] https://twitter.com/iconf/status/1466014213269340170
[1] https://ischools.org/News/11110692
[1] https://twitter.com/i/web/status/1458164969258635264
[1] https://twitter.com/i/web/status/1458165345122799620
[1] https://twitter.com/iconf/status/1458781626498961410

Top URLs in Tweet in G3:
[7] https://ischools.org/INFOcon-2021
[5] http://ad-id.org/
[4] https://ischools.org/iConference
[3] https://twitter.com/ischools/status/1461012341399736326
[2] https://ischools.org/iConference-2021-Summary
[2] https://ischools.org/Doctoral-Dissertation-Award
[2] https://twitter.com/iSchools/status/1453680694169939968
[1] https://ischools.org/Student-Symposium
[1] https://ischools.org/Virtual-Booth
[1] https://ischools.org/News/12160615

Top URLs in Tweet in G4:
[1] https://twitter.com/iSchools/status/1446128188569051136

Top URLs in Tweet in G5:
[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.asist.org/meetings-events/webinars/information-and-knowledge-organisation-in-digital-humanities-global-perspectives-dcmi/
[1] https://www.conftool.org/asist2021/index.php?page=browseSessions&form_session=467#paperID342

Top URLs in Tweet in G6:
[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 G9:
[5] https://ischools.org/page-18436
[1] https://ischools.org/INFOcon-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[62] ischools.org
[31] 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:
[6] ischools.org
[4] uw.edu
[3] twitter.com

Top Domains in Tweet in G2:
[19] ischools.org
[7] twitter.com
[2] lnu.se
[2] hu.berlin
[1] rutgers.edu
[1] qualtrics.com
[1] hu-berlin.de
[1] drexel.edu
[1] ac.uk
[1] iospress.com

Top Domains in Tweet in G3:
[20] ischools.org
[8] twitter.com
[5] ad-id.org
[1] conftool.org
[1] co.uk
[1] lnu.se

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[2] projectinfolit.org
[1] elsevier.com
[1] asist.org
[1] conftool.org

Top Domains in Tweet in G6:
[4] co.kr
[4] twitter.com
[3] ischools.org
[2] c-ischools.org
[1] illinois.edu

Top Domains in Tweet in G9:
[6] ischools.org

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



Top Hashtags in Tweet in G1:
[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 G2:
[9] iconf22
[2] iconf21
[2] isic22
[2] ischoolui
[2] infocon2021
[1] ist719
[1] uwm
[1] musichistory
[1] librarians
[1] uwmischool

Top Hashtags in Tweet in G3:
[20] iconf22
[6] iconf21
[6] infocon2021
[5] infocon
[3] infocon21
[1] informationscience

Top Hashtags in Tweet in G4:
[5] datascience
[1] userinterfacedesign

Top Hashtags in Tweet in G5:
[1] asist21

Top Hashtags in Tweet in G6:
[2] jacketpride
[2] levyforlearning
[1] infocon
[1] arma2021
[1] infocon2021
[1] cide22

Top Hashtags in Tweet in G7:
[2] cybersecurity
[1] smartcities

Top Hashtags in Tweet in G9:
[5] simmonsslis
[3] vr
[3] ar
[3] simmonsuniversity
[1] informationscience

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

Top Words in Tweet in G1:
[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 G2:
[58] information
[47] ischools
[29] more
[24] science
[18] virtual
[18] 2021
[18] event
[17] students
[17] infocon
[17] digital

Top Words in Tweet in G3:
[40] ischools
[20] #iconf22
[18] information
[16] iconf
[16] oct
[16] more
[15] info
[13] 21
[12] lecturer
[11] submissions

Top Words in Tweet in G4:
[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 G5:
[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 G6:
[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 G7:
[4] csgspace
[2] globalcyberalln
[2] today
[2] gillthomasuk
[2] talking
[2] #cybersecurity
[2] toolkits
[2] cybersecurity

Top Words in Tweet in G8:
[8] uofginfostudies
[7] ischools
[6] mariaecogl
[5] ianinform
[5] amyicurrie
[3] nominated
[3] amy
[3] award
[2] thanks
[2] well

Top Words in Tweet in G9:
[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 G10:
[2] great
[2] question
[2] amphischools
[2] tucsonunified
[2] cfsd16
[2] sunnysideusd

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:
[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 G2:
[21] information,science
[17] infocon,2021
[15] explore,information
[15] science,related
[15] related,careers
[15] careers,infocon
[15] 2021,free
[15] free,virtual
[15] virtual,event
[15] event,prospective

Top Word Pairs in Tweet in G3:
[8] #iconf22,submissions
[8] 19,21
[7] explore,info
[7] info,science
[7] science,careers
[7] oct,19
[7] vp,group
[7] info,services
[6] #iconf21,summary
[6] group,director

Top Word Pairs in Tweet in G4:
[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 G5:
[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 G6:
[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 G7:
[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 G8:
[5] ischools,uofginfostudies
[4] mariaecogl,ischools
[4] uofginfostudies,ianinform
[3] amyicurrie,ischools
[2] amyicurrie,mariaecogl
[2] nominated,amyicurrie
[2] ischools,2022
[2] 2022,doctoral
[2] doctoral,award
[2] award,great

Top Word Pairs in Tweet in G9:
[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 G10:
[2] great,question
[2] question,amphischools
[2] amphischools,tucsonunified
[2] tucsonunified,cfsd16
[2] cfsd16,sunnysideusd

Top Replied-To
Top Replied-To in Entire Graph:
@amyicurrie
@mariaecogl
@anelisehshrout
@rutgerscomminfo
@drexelcci
@linneuni
@imsyedwaqar
@timgorichanaz
@uwresponsibleai
@jimccasey1

Top Replied-To in G1:
@uwresponsibleai

Top Replied-To in G2:
@rutgerscomminfo
@linneuni
@drexelcci
@rybesh

Top Replied-To in G4:
@anelisehshrout
@cfiesler
@loriemerson

Top Replied-To in G5:
@timgorichanaz

Top Replied-To in G7:
@csgspace

Top Replied-To in G8:
@mariaecogl
@amyicurrie
@delredhead

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

Top Mentioned in G1:
@uw_ischool
@elegantlogic
@jevinwest
@aylin_cim
@taschagroup
@uwcip
@nniiicc
@uwresponsibleai
@uw
@newamerica

Top Mentioned in G2:
@ischools
@iconf
@ibi_hu
@upslis
@isic2022
@apsap_armenia
@infogamerist
@linneuni
@rybesh
@ischoolumd

Top Mentioned in G3:
@ischools
@iconf
@strath_ischool
@infogamerist
@yonahleve
@ischoolksu
@adidentify
@najeeb69044333
@fnalhayan
@rbrbrbr

Top Mentioned in G4:
@anelisehshrout
@uoftinfofaculty
@chribecker
@kwelle
@annajobin
@demukost
@chels_bar
@jovialjoy
@histoftech
@kanarinka

Top Mentioned in G5:
@ihuvila
@archivingeye
@kyungwonkoh
@timgorichanaz
@anna_suor
@ischools
@anna_suorsa
@citylis
@asist_org
@asist_siguse

Top Mentioned in G7:
@gillthomasuk
@b01group
@csgspace
@adapt_security
@staysafeonline
@nist
@cityofsanjose
@sanmateoco
@jointventuresvn
@pci_initiative

Top Mentioned in G8:
@ischools
@uofginfostudies
@ianinform
@mariaecogl
@amyicurrie

Top Mentioned in G9:
@ischools
@simmonsslis
@cathy2cool
@arma_int
@ischool

Top Mentioned in G10:
@amphischools
@tucsonunified
@cfsd16
@sunnysideusd
@mitchell_bay7

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

Top Tweeters in G1:
@stankinmyblunt
@removegopnow
@4evrstardancer
@shopermintjinky
@btsismy74720491
@parkly23
@agent_snark
@deeannisa
@kristine_jung18
@directonerkalov

Top Tweeters in G2:
@artificialbra1n
@digtalhumanatee
@real_person_dh
@ted_underwood
@ameliangibson
@jedpc
@rjotaduran
@ischoolui
@windloochie
@ischoolumd

Top Tweeters in G3:
@cilipinfo
@rutgerscomminfo
@cilipscotland
@lisresearch
@stuartmacq
@eventcentralme
@g3om4c
@slicceo
@hobohm
@ifla

Top Tweeters in G4:
@fabriciosx
@pardoe_ai
@heatherfro
@histoftech
@loriemerson
@cfiesler
@annajobin
@anelisehshrout
@dabare64
@laurenfklein

Top Tweeters in G5:
@margymaclibrary
@citylis
@suzanasukovic
@asist_org
@bhuva_at_uts
@sarah_ohare
@timgorichanaz
@arjun_sanyal
@archivingeye
@melissa1776

Top Tweeters in G6:
@stephenmolldrem
@randomarchivist
@micahvandegrift
@nkosssiii
@doc_soc
@bethanycaye
@isd911
@slimnews
@timothydbowman
@uscmmlis

Top Tweeters in G7:
@cybersec_feeds
@staysafeonline
@b01group
@nist
@pci_initiative
@csgspace
@cityofsanjose
@sanmateoco
@jointventuresvn
@adapt_security

Top Tweeters in G8:
@jenny_mitcham
@uofginfostudies
@mariaecogl
@agow
@delredhead
@amyicurrie
@ianinform

Top Tweeters in G9:
@vrretweeter
@simmonsslis
@arma_int
@annmgraf
@acrl_is_itech
@cathy2cool
@ischool

Top Tweeters in G10:
@tucsonmelissa
@tucsonunified
@mitchell_bay7
@amphischools
@sunnysideusd
@cfsd16


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