iSchools, Twitter, 6/2/2022 5:33:13 AM, 277501


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iSchools_2022-06-01_20-11-44.xlsx
iSchools_2022-06-01_20-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3GW0sJX
@ischools
@iconf
@arjun_sanyal
@taschagroup
@cni_org
@infogamerist
@silviacdobre
@untcoi
@alalibrary
@i3program

Top hashtags:
#iconf22
#iconf23
#ischools
#library
#libraries
#digitalpathways
#scholarships
#nj
#covid

Description:
Description
The graph represents a network of 321 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, 02 June 2022 at 03:12 UTC.

The requested start date was Thursday, 02 June 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, 11-hour, 43-minute period from Tuesday, 01 February 2022 at 23:17 UTC to Wednesday, 01 June 2022 at 11:00 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 : 321
Unique Edges : 347
Edges With Duplicates : 604
Total Edges : 951
Number of Edge Types : 5
Retweet : 192
MentionsInRetweet : 344
Mentions : 289
Tweet : 95
Replies to : 31
Self-Loops : 95
Reciprocated Vertex Pair Ratio : 0.118534482758621
Reciprocated Edge Ratio : 0.211946050096339
Connected Components : 41
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 787
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.956581
Graph Density : 0.00505257009345794
Modularity : 0.399869
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 321 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, 02 June 2022 at 03:12 UTC.

The requested start date was Thursday, 02 June 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, 11-hour, 43-minute period from Tuesday, 01 February 2022 at 23:17 UTC to Wednesday, 01 June 2022 at 11:00 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:
[13] https://ischools.org/Registration
[8] 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://ischools.org/iConference
[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://twitter.com/iSchools/status/1495842227939311617

Top URLs in Tweet in G1:
[4] https://bostonu.qualtrics.com/jfe/form/SV_5vVkXBTdqc2QVls
[3] https://ischools.org/Registration
[3] https://ischools.org/Jobs
[3] https://ischools.org/european-doctoral-seminar-series
[3] https://ischools.org/News/12630958
[3] https://ischools.org/Dissertation-Award-Past-Winners
[2] https://ischools.org/News/12703755
[2] https://ischools.org/iConference-2023-Preview
[2] https://twitter.com/iconf/status/1518937943225749505
[2] https://www.fnlm.org/product/post-pandemic-libraries-the-upcoming-era-of-change/

Top URLs in Tweet in G2:
[5] https://ischools.org/Registration
[5] 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
[2] https://ischools.org/News/12630958
[2] https://ischools.org/Registration/
[2] https://ischools.org/Call-For-Participation
[2] https://ischools.org/iConference
[1] https://twitter.com/biall_uk/status/1522243244276559872
[1] https://s.surveyplanet.com/8my83cwn
[1] https://twitter.com/infogamerist/status/1496059032406306820

Top URLs in Tweet in G3:
[8] 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
[2] 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://bit.ly/3uFQzvq
[1] https://www.youtube.com/watch?v=LeseN6wb0t0

[1] https://fal.cn/3nzBY
[1] https://fal.cn/3nP04
[1] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds

Top URLs in Tweet in G4:
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[3] https://ischools.org/Registration
[2] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[1] https://www.asist.org/meetings-events/asist-24-hour-global-conference/
[1] https://www.asist.org/meetings-events/2022-information-science-summit/
[1] https://comminfo.rutgers.edu/news/remote-teaching-during-pandemic-disadvantages-students-new-jerseys-lower-income-school-districts
[1] https://ischools.org/resources/Documents/iconf%202022/2022%20Schedule/iConf22_schedule.ver.7.pdf
[1] https://asistdl.onlinelibrary.wiley.com/doi/full/10.1002/asi.24654
[1] https://ischool.sjsu.edu/news/graduation-speakers-announced-ischools-virtual-convocation

Top URLs in Tweet in G5:
[1] https://twitter.com/NickPoole1/status/1529126769810362368
[1] https://twitter.com/iSchools/status/1495842227939311617
[1] https://twitter.com/iconf/status/1496150728557182986
[1] https://ischools.org/Womens-Coalition
[1] https://twitter.com/CILIPScotland/status/1497150344861790226
[1] https://www.cilips.org.uk/about/scotlands-library-information-professional-year/
[1] https://hicss.hawaii.edu/authors/
[1] https://www.isi.hhu.de/bereiche-des-institutes/abteilung-fuer-informationswissenschaft/team/call-for-papers-hicss56-self-tracking-technologies#c642032

Top URLs in Tweet in G6:
[1] https://twitter.com/LSEReviewBooks/status/1523226269667966977

Top URLs in Tweet in G7:
[2] https://ischools.org/Womens-Coalition
[2] https://twitter.com/iSchools/status/1495842227939311617
[1] http://qmnar.ischools.co.kr
[1] https://box.hu-berlin.de/f/6445ea6ce06f4167a992/
[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/maria_antoniak/status/1512065152421531668
[1] https://digital-scholarship.org/digitalkoans/2022/05/03/paywall-evolution-of-data-science-and-its-education-in-ischools-an-impressionistic-study-using-curriculum-analysis-2/
[1] https://twitter.com/i/web/status/1509192290107076611

Top URLs in Tweet in G8:
[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 G9:
[1] https://twitter.com/i/web/status/1528093615133708288

Top URLs in Tweet in G10:
[1] https://www.cni.org/about-cni/awards/pep-fellowship

Top Domains
Top Domains in Tweet in Entire Graph:
[67] ischools.org
[50] twitter.com
[16] uw.edu
[5] asist.org
[4] zoom.us
[4] springer.com
[4] qualtrics.com
[3] bit.ly
[3] wiley.com
[3] surveyplanet.com

Top Domains in Tweet in G1:
[25] ischools.org
[22] twitter.com
[4] qualtrics.com
[2] surveyplanet.com
[2] utoronto.ca
[2] bit.ly
[2] zoom.us
[2] fnlm.org
[1] circls.org
[1] ifla.org

Top Domains in Tweet in G2:
[26] ischools.org
[4] twitter.com
[4] springer.com
[1] surveyplanet.com
[1] illinois.edu
[1] scoocs.co

Top Domains in Tweet in G3:
[16] uw.edu
[4] ischools.org
[2] fal.cn
[1] bit.ly
[1] youtube.com

Top Domains in Tweet in G4:
[5] asist.org
[4] ischools.org
[2] zoom.us
[1] rutgers.edu
[1] wiley.com
[1] sjsu.edu

Top Domains in Tweet in G5:
[4] twitter.com
[1] ischools.org
[1] org.uk
[1] hawaii.edu
[1] hhu.de

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

Top Domains in Tweet in G7:
[5] twitter.com
[2] ischools.org
[1] co.kr
[1] hu-berlin.de
[1] uci.edu
[1] nationalacademies.org
[1] digital-scholarship.org

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

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

Top Domains in Tweet in G10:
[1] cni.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] iconf22
[18] iconf23
[16] ischools
[10] library
[9] libraries
[7] digitalpathways
[7] scholarships
[6] nj
[6] covid
[5] datascience



Top Hashtags in Tweet in G1:
[18] iconf22
[10] library
[8] libraries
[7] scholarships
[7] digitalpathways
[5] iconf23
[4] datascience
[4] ischools
[2] symposium
[2] pla22

Top Hashtags in Tweet in G2:
[32] iconf22
[13] iconf23
[2] asiapacific
[1] datascience
[1] healthinformatics
[1] normality
[1] virtuality
[1] physicality
[1] inclusivity
[1] icaucus

Top Hashtags in Tweet in G3:
[2] ischools
[1] native
[1] lis
[1] nationallibraryweek
[1] bts
[1] informationtechnology

Top Hashtags in Tweet in G4:
[7] iconf22
[5] nj
[5] covid
[4] rusci
[1] lis
[1] digitaldivide

Top Hashtags in Tweet in G5:
[5] iconf22
[4] decolonisation
[4] ethicalcataloguing
[3] winspiration
[1] criticalcataloguing
[1] cataloguingethics
[1] cilips22
[1] slipy
[1] selftracking
[1] technologies

Top Hashtags in Tweet in G7:
[3] iconf22
[2] ischools
[1] informationscience
[1] ibi
[1] wirsinddabei

Top Hashtags in Tweet in G8:
[1] unmaskourkids
[1] unmaskourchildren

Top Hashtags in Tweet in G10:
[1] libraries
[1] edtech

Top Words
Top Words in Tweet in Entire Graph:
[227] ischools
[78] #iconf22
[75] more
[74] iconf
[60] 2022
[59] information
[50] research
[43] students
[43] join
[37] march

Top Words in Tweet in G1:
[56] ischools
[30] more
[25] students
[22] research
[22] information
[20] 2022
[18] #iconf22
[17] registration
[17] data
[16] program

Top Words in Tweet in G2:
[51] ischools
[32] #iconf22
[31] iconf
[15] more
[15] presented
[14] work
[14] please
[13] #iconf23
[12] award
[12] virtually

Top Words in Tweet in G3:
[21] lis
[19] 2022
[19] ischools
[16] information
[15] iconference
[14] summit
[14] future
[13] event
[13] taschagroup
[13] march

Top Words in Tweet in G4:
[18] ischools
[11] 2022
[9] iconf
[8] asist_org
[7] information
[7] announced
[7] #iconf22
[6] online
[6] learning
[6] more

Top Words in Tweet in G5:
[18] ischools
[17] infogamerist
[11] wait
[10] women's
[9] cilipscotland
[9] coalition
[8] iconf
[8] natlibscot
[7] next
[7] such

Top Words in Tweet in G6:
[2] ischools
[2] research
[2] data

Top Words in Tweet in G7:
[12] ischools
[7] data
[6] science
[5] gt
[3] #iconf22
[3] rallye
[2] lt
[2] #ischools
[2] europe
[2] africa

Top Words in Tweet in G8:
[9] amphischools
[6] cfsd16
[6] tucsonunified
[4] hey
[4] pchd
[2] libertyfora_l_l
[2] science
[2] changed
[2] cost
[2] masking

Top Words in Tweet in G10:
[3] call
[3] applicants
[3] paul
[3] evan
[3] peters
[3] fellowship
[3] open
[3] grad
[3] students
[3] information

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] days,until
[23] more,days
[21] learn,more
[21] until,#iconf22
[18] women's,coalition
[15] iconf,#iconf22
[14] march,2nd
[14] standard,registration
[13] information,science
[13] research,paper

Top Word Pairs in Tweet in G1:
[11] until,#iconf22
[10] days,until
[10] attention,ischools
[10] ischools,#library
[10] #library,faculty
[10] faculty,students
[9] more,days
[9] still,time
[8] pandemic,#libraries
[8] upcoming,change

Top Word Pairs in Tweet in G2:
[11] please,submit
[11] submit,work
[11] work,join
[11] join,virtually
[11] virtually,barcelona
[11] #iconf23,presented
[11] presented,ischools
[10] iconf,#iconf22
[9] ischools,organization
[9] more,days

Top Word Pairs in Tweet in G3:
[12] march,2nd
[11] come,together
[9] five,leading
[9] thrive,grow
[9] iconference,interactive
[9] interactive,event
[9] shaping,future
[8] learn,more
[8] lis,thrive
[8] event,shaping

Top Word Pairs in Tweet in G4:
[6] information,science
[5] shift,online
[5] online,learning
[5] learning,#nj
[5] #nj,schools
[5] schools,during
[5] during,#covid
[5] #covid,19
[5] 19,poorly
[5] poorly,planned

Top Word Pairs in Tweet in G5:
[7] women's,coalition
[7] aminatshah,natlibscot
[6] such,amazing
[6] amazing,talk
[6] talk,morning
[6] morning,aminatshah
[6] natlibscot,wait
[6] wait,give
[6] give,next
[6] next,cilipscotland

Top Word Pairs in Tweet in G6:
[2] research,data

Top Word Pairs in Tweet in G7:
[4] data,science
[2] gt,gt
[2] europe,africa
[2] website,rallye
[2] ischools,doctoral
[2] paywall,evolution
[2] evolution,data
[2] science,education
[2] education,ischools
[2] ischools,impressionistic

Top Word Pairs in Tweet in G8:
[4] amphischools,cfsd16
[4] cfsd16,tucsonunified
[4] hey,amphischools
[2] tucsonunified,science
[2] science,changed
[2] changed,cost
[2] cost,masking
[2] masking,children
[2] tucsonunified,pchd
[2] pchd,silence

Top Word Pairs in Tweet in G10:
[3] call,applicants
[3] applicants,paul
[3] paul,evan
[3] evan,peters
[3] peters,fellowship
[3] fellowship,open
[3] open,grad
[3] grad,students
[3] students,information
[3] information,studies

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@infogamerist
@taschagroup
@monashinfotech
@cilipscotland
@asist_org
@natlibscot
@elsevierconnect
@aminatshah

Top Mentioned in G1:
@ischools
@iconf
@elsevierconnect
@fnlm
@nat_collection
@ja
@mayaracfig
@doctoralseminar
@ischoolumd
@ajmillion

Top Mentioned in G2:
@ischools
@iconf
@monashinfotech
@strath_ischool
@mattyd_ir
@martinhalvey
@leifos
@ischoolui
@uocuniversity
@khalidshiblee

Top Mentioned in G3:
@taschagroup
@iconf
@uw_ischool
@staceyawe
@i3program
@ischoolumd
@utischool
@campreadarama
@tracisorell
@cynleitichsmith

Top Mentioned in G4:
@ischools
@iconf
@asist_org
@rutgerscomminfo
@alisehq
@alalibrary
@simmonsslis
@simmonsasist
@jasist
@nareshag

Top Mentioned in G5:
@ischools
@infogamerist
@cilipscotland
@iconf
@natlibscot
@aminatshah
@cilipconf22
@cilipinfo
@cilipmdg
@strath_ischool

Top Mentioned in G6:
@ischools
@safiyanoble
@profjsg
@willmarler
@timgorichanaz
@c2i2_ucla
@icsjournal
@uzh_ikmz
@jasist
@libjuicepress

Top Mentioned in G7:
@ilabafrica

Top Mentioned in G8:
@amphischools
@cfsd16
@tucsonunified
@pchd
@libertyfora_l_l
@mcdanielle01
@dougducey
@9thflooraz
@generalbrnovich

Top Mentioned in G9:
@hmoindia
@pmoindia
@rahulgandhi
@incindia
@srinivasiyc
@srivatsayb
@gauravpandhi
@bole_bharat

Top Mentioned in G10:
@cni_org
@arlnews
@educause
@uofsc_ischool
@ischoolsu
@srjischool
@prattischool
@ischool_pitt
@ischools

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@designthinkbot
@satyajit1910
@el1421
@smartecocity
@margymaclibrary
@bjplive
@technojeder
@ainewsfeed
@vrvalicento

Top Tweeters in G1:
@satyajit1910
@tetisheri
@ntlmuseumsscot
@rtne_ws
@bekinc
@univ_indonesia
@natgalleriessco
@alexgrwords
@oclc
@lisresearch

Top Tweeters in G2:
@uniofoxford
@anarchia45
@monashuni
@umsi
@citylis
@jschneider
@unistrathclyde
@infoschoolsheff
@danielskatz
@ischoolui

Top Tweeters in G3:
@cpltalk
@cynleitichsmith
@merrillcollege
@tracisorell
@doug_schuler
@uncsils
@uw_ischool
@paulacarina
@ischoolumd
@crhinesmith

Top Tweeters in G4:
@smartecocity
@vrvalicento
@rutgerscomminfo
@usairforce
@alalibrary
@simmonsslis
@asist_org
@sjsuischool
@ifla
@deeperlee

Top Tweeters in G5:
@glasgow_watch
@cilipinfo
@nickpoole1
@natlibscot
@cilipscotland
@stuartmacq
@emmanicolwork
@cilipmdg
@concettalaspada
@infogamerist

Top Tweeters in G6:
@safiyanoble
@eszter
@profjsg
@enssib
@timgorichanaz
@arjun_sanyal
@unc_citap
@ubcischool
@c2i2_ucla
@uwcip

Top Tweeters in G7:
@madee6
@stephenmolldrem
@bhaarathvaasi
@digitalkoans
@elplatt
@ilabafrica
@ayahsoufan
@cpikas
@ucibrenics
@stillinsky

Top Tweeters in G8:
@tucsonmelissa
@dougducey
@tucsonunified
@9thflooraz
@pchd
@libertyfora_l_l
@generalbrnovich
@amphischools
@horetskiryan
@melibishop

Top Tweeters in G9:
@bjplive
@incindia
@srivatsayb
@gauravpandhi
@srinivasiyc
@pmoindia
@sadiqmda
@bole_bharat
@hmoindia
@rahulgandhi

Top Tweeters in G10:
@ischoolsu
@educause
@arlnews
@prattischool
@cni_org
@uofsc_ischool
@cynhudson
@ischool_pitt
@srjischool


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