iSchools, Twitter, 6/9/2022 3:33:55 AM, 277938


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iSchools_2022-06-08_20-11-44.xlsx
iSchools_2022-06-08_20-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3MuRjsF
@ischools
@arjun_sanyal
@infogamerist
@cni_org
@iconf
@i3program
@alalibrary
@oieindianed
@sjsuischool
@nareshag

Top hashtags:
#iconf22
#iconf23
#winspiration
#digitalpathways
#herstory
#nj
#covid
#datascience
#winnspiration

Description:
Description
The graph represents a network of 229 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, 09 June 2022 at 03:12 UTC.

The requested start date was Thursday, 09 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 99-day, 2-hour, 51-minute period from Tuesday, 01 March 2022 at 13:08 UTC to Wednesday, 08 June 2022 at 15:59 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 : 229
Unique Edges : 239
Edges With Duplicates : 323
Total Edges : 562
Number of Edge Types : 5
Replies to : 22
MentionsInRetweet : 191
Mentions : 185
Retweet : 111
Tweet : 53
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.131313131313131
Reciprocated Edge Ratio : 0.232142857142857
Connected Components : 34
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 145
Maximum Edges in a Connected Component : 465
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.916351
Graph Density : 0.00643530222937256
Modularity : 0.432688
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 229 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, 09 June 2022 at 03:12 UTC.

The requested start date was Thursday, 09 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 99-day, 2-hour, 51-minute period from Tuesday, 01 March 2022 at 13:08 UTC to Wednesday, 08 June 2022 at 15:59 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:
[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/12630958
[3] https://ischools.org/european-doctoral-seminar-series
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[3] https://ischools.org/iConference
[3] https://ischools.org/iConference-2023-Preview
[3] https://ischools.org/News/12703755
[3] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[2] https://ischools.org/Dissertation-Award-Past-Winners
[2] https://padlet.com/admin2966/7w4pn7mhc6g3kmxv

Top URLs in Tweet in G1:
[3] https://ischools.org/european-doctoral-seminar-series
[2] https://ischools.org/News/12703755
[2] https://ischools.org/iConference-2023-Preview
[2] https://twitter.com/iconf/status/1518937943225749505
[2] https://ischools.org/Jobs
[1] https://twitter.com/iconf/status/1499716285269037057
[1] https://www.ifla.org/news/ifla-statement-on-ukraine/
[1] https://twitter.com/SJSUASIST/status/1503729561946656771
[1] https://twitter.com/CLIRDLF/status/1498704815299383300
[1] https://twitter.com/cni_org/status/1516066805457948672

Top URLs in Tweet in G2:
[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/Call-For-Participation
[1] https://twitter.com/biall_uk/status/1522243244276559872
[1] https://ischools.org/resources/Documents/iconf%202022/2022%20Schedule/iConf22_schedule.ver.7.pdf
[1] https://ischools.org/iConference-2022-Summary
[1] https://ischools.org/News/12716265
[1] https://ischools.org/News/12638398
[1] https://ischools.org/Call-For-Submissions
[1] https://ischools.org/iConference

Top URLs in Tweet in G3:
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[2] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[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://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 G4:
[2] https://tascha.uw.edu/2022/01/leading-ischools-to-plan-summit/?utm_source=blog&utm_medium=tw&utm_campaign=blglissummit
[1] https://ischools.org/iConference
[1] https://twitter.com/LSEReviewBooks/status/1523226269667966977

Top URLs in Tweet in G5:
[2] https://padlet.com/admin2966/7w4pn7mhc6g3kmxv
[1] https://www.cilips.org.uk/about/scotlands-library-information-professional-year/
[1] https://twitter.com/NickPoole1/status/1529126769810362368
[1] https://www.cilips.org.uk/wp-content/uploads/2022/06/CILIPS22-programme.pdf

Top URLs in Tweet in G6:
[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
[1] https://ischools.org/iConference

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1528093615133708288

Top URLs in Tweet in G8:
[1] https://www.cni.org/about-cni/awards/pep-fellowship

Top URLs in Tweet in G9:
[1] https://bit.ly/3uFQzvq

Top URLs in Tweet in G10:
[1] https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24535?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[30] twitter.com
[28] ischools.org
[4] zoom.us
[4] asist.org
[4] springer.com
[3] bit.ly
[3] wiley.com
[2] utoronto.ca
[2] youtube.com
[2] fal.cn

Top Domains in Tweet in G1:
[14] twitter.com
[12] ischools.org
[2] utoronto.ca
[2] bit.ly
[2] fal.cn
[2] zoom.us
[1] ifla.org
[1] hu-berlin.de
[1] i3-inclusion.org
[1] memberclicks.net

Top Domains in Tweet in G2:
[13] ischools.org
[4] springer.com
[2] twitter.com
[1] illinois.edu

Top Domains in Tweet in G3:
[4] asist.org
[2] zoom.us
[1] rutgers.edu
[1] wiley.com
[1] sjsu.edu

Top Domains in Tweet in G4:
[2] uw.edu
[1] ischools.org
[1] twitter.com

Top Domains in Tweet in G5:
[2] org.uk
[2] padlet.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] hu-berlin.de
[1] uci.edu
[1] nationalacademies.org
[1] digital-scholarship.org
[1] ischools.org

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

Top Domains in Tweet in G8:
[1] cni.org

Top Domains in Tweet in G9:
[1] bit.ly

Top Domains in Tweet in G10:
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] iconf22
[18] iconf23
[8] winspiration
[7] digitalpathways
[6] herstory
[6] nj
[6] covid
[5] datascience
[5] winnspiration
[4] cilips22



Top Hashtags in Tweet in G1:
[7] digitalpathways
[5] iconf23
[4] datascience
[2] iconf22
[2] healthinformatics
[2] pla22
[2] gameevening
[2] uoft
[1] dlfforum
[1] isic22

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

Top Hashtags in Tweet in G3:
[5] nj
[5] covid
[4] rusci
[2] iconf22
[1] lis
[1] digitaldivide

Top Hashtags in Tweet in G4:
[1] nationallibraryweek
[1] lis

Top Hashtags in Tweet in G5:
[8] winspiration
[6] herstory
[5] winnspiration
[4] cilips22
[4] decolonisation
[4] ethicalcataloguing
[1] slipy
[1] winspires
[1] criticalcataloguing
[1] cataloguingethics

Top Hashtags in Tweet in G6:
[3] iconf22
[2] ischools
[1] ibi
[1] wirsinddabei

Top Hashtags in Tweet in G8:
[1] libraries
[1] edtech

Top Hashtags in Tweet in G9:
[1] native

Top Hashtags in Tweet in G10:
[1] jasist
[1] untcoi
[1] celebratecoi
[1] unt

Top Words
Top Words in Tweet in Entire Graph:
[150] ischools
[45] information
[40] 2022
[34] join
[30] data
[28] iconf
[27] research
[27] library
[26] more
[24] students

Top Words in Tweet in G1:
[33] ischools
[21] information
[19] data
[14] join
[14] research
[13] 2022
[13] students
[13] register
[12] library
[11] program

Top Words in Tweet in G2:
[44] ischools
[20] iconf
[15] presented
[13] #iconf23
[12] work
[12] please
[12] virtually
[12] barcelona
[11] submit
[11] join

Top Words in Tweet in G3:
[13] ischools
[9] 2022
[7] information
[7] announced
[6] asist_org
[6] science
[6] virtual
[6] rutgerscomminfo
[6] speakers
[5] shift

Top Words in Tweet in G4:
[6] ischools
[5] thrive
[5] grow
[4] lis
[4] 2022
[4] iconference
[4] digital
[3] mean
[3] information
[3] school

Top Words in Tweet in G5:
[8] infogamerist
[8] #winspiration
[7] tell
[7] padlet
[6] pro
[6] #herstory
[6] session
[5] info
[5] woman
[5] ally

Top Words in Tweet in G6:
[11] ischools
[7] data
[6] science
[3] #iconf22
[3] rallye
[2] iconference
[2] #ischools
[2] europe
[2] africa
[2] website

Top Words in Tweet in G8:
[3] call
[3] applicants
[3] paul
[3] evan
[3] peters
[3] fellowship
[3] open
[3] grad
[3] students
[3] information

Top Words in Tweet in G10:
[12] digital
[7] humanities
[7] findings
[6] ischool
[6] authors
[6] present
[6] series
[6] related
[6] studies
[6] exploring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] information,science
[13] next,generation
[12] please,submit
[12] submit,work
[12] work,join
[12] join,virtually
[12] virtually,barcelona
[12] #iconf23,presented
[12] presented,ischools
[11] library,information

Top Word Pairs in Tweet in G1:
[9] still,time
[8] time,register
[8] research,data
[7] library,information
[7] register,#digitalpathways
[7] #digitalpathways,webinar
[7] webinar,prof
[7] prof,chowdhury
[7] chowdhury,ischools
[7] ischools,chair

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
[9] ischools,organization
[9] iconf,please
[7] iconf,#iconf22

Top Word Pairs in Tweet in G3:
[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 G4:
[5] thrive,grow
[4] lis,thrive
[3] grow,information
[3] information,school
[3] school,five
[3] five,leading
[3] leading,ischools
[3] ischools,come
[3] come,together
[3] together,plan

Top Word Pairs in Tweet in G5:
[5] info,pro
[5] pro,woman
[5] woman,ally
[5] ally,story
[5] story,#winnspiration
[5] #winnspiration,tell
[5] tell,#herstory
[5] #herstory,padlet
[5] padlet,join
[5] join,#winspiration

Top Word Pairs in Tweet in G6:
[4] data,science
[2] europe,africa
[2] website,rallye
[2] ischools,doctoral
[2] paywall,evolution
[2] evolution,data
[2] science,education
[2] education,ischools
[2] ischools,impressionistic
[2] impressionistic,study

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G10:
[7] digital,humanities
[6] humanities,ischool
[6] ischool,authors
[6] authors,present
[6] present,findings
[6] findings,series
[6] series,related
[6] related,studies
[6] studies,exploring
[6] exploring,aspects

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@monashinfotech
@infogamerist
@asist_org
@mattyd_ir
@strath_ischool
@alisehq
@rutgerscomminfo
@nat_collection

Top Mentioned in G1:
@ischools
@nat_collection
@ja
@ajmillion
@doctoralseminar
@mayaracfig
@uci_informatics
@ischoolumd
@uoftinfofaculty
@smgrimes

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

Top Mentioned in G3:
@ischools
@asist_org
@rutgerscomminfo
@alisehq
@alalibrary
@iconf
@simmonsslis
@simmonsasist
@jasist
@nareshag

Top Mentioned in G4:
@iconf
@taschagroup
@safiyanoble
@profjsg
@willmarler
@timgorichanaz
@c2i2_ucla
@icsjournal
@uzh_ikmz
@jasist

Top Mentioned in G5:
@infogamerist
@cilipscotland
@ischools
@cilipinfo
@ggallerina
@aminatshah
@nickpoole1
@seanjmcnamara1
@cilipconf22
@cilipmdg

Top Mentioned in G6:
@ilabafrica

Top Mentioned in G7:
@hmoindia
@pmoindia
@rahulgandhi
@incindia
@srinivasiyc
@srivatsayb
@gauravpandhi
@bole_bharat

Top Mentioned in G8:
@cni_org
@arlnews
@educause
@uofsc_ischool
@ischoolsu
@srjischool
@prattischool
@ischool_pitt
@ischools

Top Mentioned in G9:
@uw_ischool
@campreadarama
@tracisorell
@cynleitichsmith
@michaelagoade

Top Mentioned in G10:
@untcoi

Top Tweeters
Top Tweeters in Entire Graph:
@designthinkbot
@smartecocity
@margymaclibrary
@bjplive
@vrvalicento
@sprintbaseb
@incindia
@srivatsayb
@alixabeth
@epriani

Top Tweeters in G1:
@ntlmuseumsscot
@bekinc
@univ_indonesia
@natgalleriessco
@alexgrwords
@oclc
@merrillcollege
@lisresearch
@stonca01
@clirdlf

Top Tweeters in G2:
@anarchia45
@monashuni
@citylis
@infoschoolsheff
@danielskatz
@ischoolui
@chaegribben
@uocuniversity
@leifos
@martinhalvey

Top Tweeters in G3:
@smartecocity
@vrvalicento
@rutgerscomminfo
@usairforce
@alalibrary
@simmonsslis
@asist_org
@sjsuischool
@ifla
@deeperlee

Top Tweeters in G4:
@safiyanoble
@eszter
@profjsg
@enssib
@timgorichanaz
@arjun_sanyal
@taschagroup
@unc_citap
@ubcischool
@c2i2_ucla

Top Tweeters in G5:
@cilipinfo
@nickpoole1
@cilipscotland
@elviracaneda
@cilipmdg
@concettalaspada
@infogamerist
@aminatshah
@seanjmcnamara1
@ggallerina

Top Tweeters in G6:
@stephenmolldrem
@bhaarathvaasi
@digitalkoans
@elplatt
@ilabafrica
@ayahsoufan
@cpikas
@ucibrenics
@pussadee99
@ibi_hu

Top Tweeters in G7:
@bjplive
@incindia
@srivatsayb
@gauravpandhi
@srinivasiyc
@pmoindia
@sadiqmda
@bole_bharat
@hmoindia
@rahulgandhi

Top Tweeters in G8:
@ischoolsu
@educause
@arlnews
@prattischool
@cni_org
@uofsc_ischool
@cynhudson
@ischool_pitt
@srjischool

Top Tweeters in G9:
@cynleitichsmith
@tracisorell
@uw_ischool
@michaelagoade
@oieindianed
@campreadarama

Top Tweeters in G10:
@digtalhumanatee
@real_person_dh
@lisahollinger2
@untcoi
@untinfoscience
@untfacsuccess