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iSchools_2022-06-22_20-11-44.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3HONSML
@ischools
@arjun_sanyal
@infogamerist
@cni_org
@advocatefored
@iconf
@margymaclibrary
@i3program
@alalibrary
@oieindianed

Top hashtags:
#iconf22
#iconf23
#cilips22
#winspiration
#digitalpathways
#herstory
#nj
#covid

Description:
Description
The graph represents a network of 252 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, 23 June 2022 at 03:12 UTC.

The requested start date was Thursday, 23 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 112-day, 5-hour, 34-minute period from Tuesday, 01 March 2022 at 13:08 UTC to Tuesday, 21 June 2022 at 18:42 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 : 252
Unique Edges : 265
Edges With Duplicates : 375
Total Edges : 640
Number of Edge Types : 5
Retweet : 127
MentionsInRetweet : 223
Mentions : 209
Tweet : 56
Replies to : 25
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.12797619047619
Reciprocated Edge Ratio : 0.226912928759894
Connected Components : 34
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 171
Maximum Edges in a Connected Component : 551
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.000677
Graph Density : 0.00599190539429583
Modularity : 0.422459
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 252 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, 23 June 2022 at 03:12 UTC.

The requested start date was Thursday, 23 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 112-day, 5-hour, 34-minute period from Tuesday, 01 March 2022 at 13:08 UTC to Tuesday, 21 June 2022 at 18:42 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://ischools.org/european-doctoral-seminar-series
[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/iConference
[3] https://ischools.org/News/12630958
[3] https://ischools.org/News/12703755
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[3] https://ischools.org/iConference-2023-Preview
[3] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[2] https://padlet.com/admin2966/7w4pn7mhc6g3kmxv
[2] https://ischools.org/Dissertation-Award-Past-Winners

Top URLs in Tweet in G1:
[4] 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:
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[2] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[1] https://asistdl.onlinelibrary.wiley.com/doi/full/10.1002/asi.24654
[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://ischool.sjsu.edu/news/graduation-speakers-announced-ischools-virtual-convocation

Top URLs in Tweet in G3:
[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/Call-For-Participation
[2] https://ischools.org/News/12630958
[1] https://ischools.org/Call-For-Submissions
[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://twitter.com/biall_uk/status/1522243244276559872
[1] https://ischools.org/Dissertation-Award-Past-Winners

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:
[1] https://ischools.org/News/12703755
[1] https://ischools.org/iConference
[1] https://ischools.org/iConference-2023-Preview
[1] https://twitter.com/iSchools/status/1513839344745811980
[1] https://twitter.com/jrudisuela/status/1521254008601542656
[1] https://ischool.illinois.edu/news-events/news/2022/04/schroth-joins-ischools-administrative-support-team
[1] https://www.mamp.info/en/windows/
[1] https://twitter.com/RuthlessMLS/status/1498701959804588033

Top URLs in Tweet in G6:
[2] https://padlet.com/admin2966/7w4pn7mhc6g3kmxv
[1] https://twitter.com/bieb070/status/1537499285238972422
[1] https://twitter.com/NickPoole1/status/1529126769810362368
[1] https://www.cilips.org.uk/wp-content/uploads/2022/06/CILIPS22-programme.pdf
[1] https://www.cilips.org.uk/about/scotlands-library-information-professional-year/
[1] https://www.cilips.org.uk/cilips-research-fund/

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

Top URLs in Tweet in G8:
[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://twitter.com/iSchools/status/1536347669207080962

Top URLs in Tweet in G9:
[1] https://www.cni.org/about-cni/awards/pep-fellowship

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1535999687123435521

Top Domains
Top Domains in Tweet in Entire Graph:
[35] twitter.com
[31] ischools.org
[4] zoom.us
[4] asist.org
[4] springer.com
[3] wiley.com
[3] org.uk
[3] bit.ly
[2] padlet.com
[2] utoronto.ca

Top Domains in Tweet in G1:
[15] twitter.com
[15] 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:
[4] asist.org
[2] zoom.us
[1] wiley.com
[1] rutgers.edu
[1] sjsu.edu

Top Domains in Tweet in G3:
[10] ischools.org
[4] springer.com
[1] twitter.com

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

Top Domains in Tweet in G5:
[3] ischools.org
[3] twitter.com
[1] illinois.edu
[1] mamp.info

Top Domains in Tweet in G6:
[3] org.uk
[2] twitter.com
[2] padlet.com

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

Top Domains in Tweet in G8:
[4] twitter.com
[1] hu-berlin.de
[1] uci.edu
[1] nationalacademies.org
[1] digital-scholarship.org

Top Domains in Tweet in G9:
[1] cni.org

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

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



Top Hashtags in Tweet in G1:
[7] digitalpathways
[5] iconf23
[4] cilips22
[4] datascience
[2] iconf22
[2] healthinformatics
[2] pla22
[2] gameevening
[2] uoft
[1] dlfforum

Top Hashtags in Tweet in G2:
[5] nj
[5] covid
[4] rusci
[2] iconf22
[1] professionaldevelopment
[1] lis
[1] digitaldivide

Top Hashtags in Tweet in G3:
[10] iconf22
[8] iconf23
[1] datascience
[1] healthinformatics

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

Top Hashtags in Tweet in G5:
[7] iconf23
[3] iconf22
[2] asiapacific
[1] informationresearch
[1] dedt
[1] normality
[1] virtuality
[1] physicality
[1] inclusivity
[1] icaucus

Top Hashtags in Tweet in G6:
[8] winspiration
[7] cilips22
[6] herstory
[5] winnspiration
[4] decolonisation
[4] ethicalcataloguing
[2] digitaal
[2] leren
[2] lezen
[2] schijven

Top Hashtags in Tweet in G8:
[2] iconf22
[1] ischools
[1] winspiration

Top Hashtags in Tweet in G9:
[1] libraries
[1] edtech

Top Words
Top Words in Tweet in Entire Graph:
[173] ischools
[54] information
[44] 2022
[36] join
[32] iconf
[30] data
[29] research
[28] more
[28] library
[25] work

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

Top Words in Tweet in G2:
[20] ischools
[17] 2022
[12] information
[11] i3
[8] fellowships
[7] i3program
[7] announced
[6] day
[6] teaching
[6] during

Top Words in Tweet in G3:
[26] ischools
[14] iconf
[11] presented
[10] #iconf22
[8] #iconf23
[8] work
[8] mateusz
[7] 2022
[7] organization
[7] please

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:
[33] ischools
[10] iconf
[9] join
[8] monashinfotech
[7] member
[7] please
[7] work
[7] virtually
[7] barcelona
[7] #iconf23

Top Words in Tweet in G6:
[8] ischools
[8] infogamerist
[8] #winspiration
[7] tell
[7] padlet
[7] #cilips22
[6] pro
[6] #herstory
[6] session
[5] info

Top Words in Tweet in G8:
[11] ischools
[7] data
[6] science
[3] rallye
[2] europe
[2] africa
[2] website
[2] #iconf22
[2] jazment
[2] iz

Top Words in Tweet in G9:
[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:
[14] please,submit
[14] submit,work
[14] work,join
[14] join,virtually
[14] virtually,barcelona
[14] #iconf23,presented
[14] presented,ischools
[13] next,generation
[13] information,science
[12] iconf,please

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:
[8] i3,2022
[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

Top Word Pairs in Tweet in G3:
[7] ischools,organization
[7] please,submit
[7] submit,work
[7] work,join
[7] join,virtually
[7] virtually,barcelona
[7] #iconf23,presented
[7] presented,ischools
[7] iconf,#iconf22
[5] organization,co

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:
[6] iconf,please
[6] please,submit
[6] submit,work
[6] work,join
[6] join,virtually
[6] virtually,barcelona
[6] #iconf23,presented
[6] presented,ischools
[6] ischools,libraries
[5] member,ischools

Top Word Pairs in Tweet in G6:
[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 G8:
[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 G9:
[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
@monashinfotech
@i3program
@infogamerist
@asist_org
@cilipscotland
@strath_ischool
@mattyd_ir
@ischoolui

Top Mentioned in G1:
@ischools
@nat_collection
@ja
@doctoralseminar
@ajmillion
@alexgrwords
@mayaracfig
@uci_informatics
@ischoolumd
@cilipscotland

Top Mentioned in G2:
@ischools
@i3program
@asist_org
@rutgerscomminfo
@dr_joesan
@alisehq
@alalibrary
@iconf
@jasist
@simmonsslis

Top Mentioned in G3:
@ischools
@iconf
@strath_ischool
@mattyd_ir
@martinhalvey
@leifos
@monashinfotech
@ischoolui
@uocuniversity
@infoschoolsheff

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

Top Mentioned in G5:
@ischools
@monashinfotech
@iconf
@monashuni
@khalidshiblee
@ischoolui
@uocuniversity
@libskrat
@marijel_melo
@nikhil897821

Top Mentioned in G6:
@ischools
@infogamerist
@cilipscotland
@cilipinfo
@minpres
@ggallerina
@aminatshah
@nickpoole1
@seanjmcnamara1
@cilipconf22

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

Top Mentioned in G8:
@ilabafrica

Top Mentioned in G9:
@cni_org
@arlnews
@educause
@uofsc_ischool
@ischoolsu
@srjischool
@prattischool
@ischool_pitt
@ischools

Top Mentioned in G10:
@ireavaservices
@isams
@isas_online
@conquerorstechs
@ischools
@ispringpro
@jackrabbittech

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

Top Tweeters in G1:
@cpltalk
@ntlmuseumsscot
@bekinc
@univ_indonesia
@natgalleriessco
@alexgrwords
@strathclydeoa
@oclc
@merrillcollege
@lisresearch

Top Tweeters in G2:
@smartecocity
@vrvalicento
@rutgerscomminfo
@usairforce
@alalibrary
@simmonsslis
@asist_org
@sjsuischool
@ifla
@deeperlee

Top Tweeters in G3:
@anarchia45
@citylis
@infoschoolsheff
@danielskatz
@chaegribben
@martinhalvey
@leifos
@cb_resourcing
@ucldis
@luileito

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

Top Tweeters in G5:
@margymaclibrary
@nucholab
@monashuni
@ischoolui
@marijel_melo
@uocuniversity
@libskrat
@lisresearchau
@khalidshiblee
@monashinfotech

Top Tweeters in G6:
@cilipinfo
@nickpoole1
@cilipscotland
@markdeckers
@elviracaneda
@cilipmdg
@minpres
@concettalaspada
@infogamerist
@aminatshah

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

Top Tweeters in G8:
@stephenmolldrem
@bhaarathvaasi
@digitalkoans
@elplatt
@ilabafrica
@ayahsoufan
@cpikas
@ucibrenics
@karenveitch
@liebnerulrike

Top Tweeters in G9:
@ischoolsu
@educause
@arlnews
@prattischool
@cni_org
@uofsc_ischool
@cynhudson
@ischool_pitt
@srjischool

Top Tweeters in G10:
@advocatefored
@ispringpro
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix
@isas_online
@ireavaservices