iSchools, Twitter, 7/7/2022 8:12:59 PM, 279146


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iSchools_2022-07-06_20-11-44.xlsx
iSchools_2022-07-06_20-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3NV2r2O
@ischools
@arjun_sanyal
@infogamerist
@cni_org
@advocatefored
@iconf
@margymaclibrary
@i3program
@mizzousislt
@alalibrary

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

Description:
Description
The graph represents a network of 264 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, 07 July 2022 at 03:12 UTC.

The requested start date was Thursday, 07 July 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 125-day, 23-hour, 51-minute period from Tuesday, 01 March 2022 at 13:08 UTC to Tuesday, 05 July 2022 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 : 264
Unique Edges : 276
Edges With Duplicates : 410
Total Edges : 686
Number of Edge Types : 5
MentionsInRetweet : 239
Mentions : 220
Retweet : 139
Tweet : 63
Replies to : 25
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.134285714285714
Reciprocated Edge Ratio : 0.236775818639798
Connected Components : 36
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 184
Maximum Edges in a Connected Component : 600
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.062017
Graph Density : 0.00571782463417444
Modularity : 0.411341
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 264 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, 07 July 2022 at 03:12 UTC.

The requested start date was Thursday, 07 July 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 125-day, 23-hour, 51-minute period from Tuesday, 01 March 2022 at 13:08 UTC to Tuesday, 05 July 2022 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:
[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/News/12630958
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[3] https://ischools.org/iConference
[3] https://ischools.org/News/12703755
[3] https://ischools.org/iConference-2023-Preview
[3] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[2] https://ischools.org/Dissertation-Award-Past-Winners
[2] http://lida.ffos.hr

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
[2] http://lida.ffos.hr
[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

Top URLs in Tweet in G2:
[3] https://www.asist.org/2022/05/22/presidents-column-may-2022/
[2] https://www.asist.org/meetings-events/2022-information-science-summit/
[2] https://washington.zoom.us/meeting/register/tJAofuurqj8tGNQ77TPfIHbByMR7mb0T4BOp
[1] https://members.asist.org/events/Details/ifla-ifederation-colleagues-dinner-697424?sourceTypeId=Website
[1] https://asistdl.onlinelibrary.wiley.com/doi/full/10.1002/asi.24654
[1] https://comminfo.rutgers.edu/news/remote-teaching-during-pandemic-disadvantages-students-new-jerseys-lower-income-school-districts
[1] http://lida.ffos.hr/
[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://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
[1] https://twitter.com/DonitaJose/status/1540173978412625920

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

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:
[37] twitter.com
[32] ischools.org
[6] asist.org
[4] zoom.us
[4] springer.com
[3] bit.ly
[3] youtube.com
[3] ffos.hr
[3] wiley.com
[3] org.uk

Top Domains in Tweet in G1:
[16] twitter.com
[15] ischools.org
[2] ffos.hr
[2] utoronto.ca
[2] bit.ly
[2] fal.cn
[2] zoom.us
[1] ifla.org
[1] hu-berlin.de
[1] i3-inclusion.org

Top Domains in Tweet in G2:
[6] asist.org
[2] zoom.us
[1] wiley.com
[1] rutgers.edu
[1] ffos.hr
[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:
[5] twitter.com
[1] hu-berlin.de
[1] uci.edu
[1] nationalacademies.org
[1] digital-scholarship.org

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

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:
[23] iconf23
[20] iconf22
[11] cilips22
[9] winspiration
[7] digitalpathways
[6] herstory
[6] nj
[6] covid
[5] datascience
[5] winnspiration



Top Hashtags in Tweet in G1:
[7] digitalpathways
[5] iconf23
[4] datascience
[4] cilips22
[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] wlic2022
[2] ifederation
[2] iconf22
[1] professionaldevelopment
[1] lis
[1] digitaldivide
[1] lida

Top Hashtags in Tweet in G3:
[10] iconf23
[10] iconf22
[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 G7:
[2] ischools
[2] iconf22
[1] winspiration
[1] manikonda

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

Top Words
Top Words in Tweet in Entire Graph:
[184] ischools
[61] information
[52] 2022
[44] join
[35] iconf
[32] more
[30] research
[30] data
[30] work
[28] library

Top Words in Tweet in G1:
[38] ischools
[25] information
[19] data
[15] 2022
[15] join
[15] research
[14] register
[13] students
[12] library
[12] more

Top Words in Tweet in G2:
[24] ischools
[22] 2022
[15] information
[11] i3
[9] asist_org
[9] alisehq
[8] science
[8] fellowships
[7] announced
[7] i3program

Top Words in Tweet in G3:
[28] ischools
[16] iconf
[13] presented
[10] work
[10] #iconf23
[10] #iconf22
[9] please
[9] submit
[9] join
[9] virtually

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 G7:
[13] ischools
[7] data
[6] science
[3] rallye
[3] research
[2] europe
[2] africa
[2] #ischools
[2] website
[2] try

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:
[19] submit,work
[17] please,submit
[17] work,join
[17] join,virtually
[17] virtually,barcelona
[17] #iconf23,presented
[17] presented,ischools
[16] information,science
[15] iconf,please
[13] learn,more

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] information,science
[8] i3,2022
[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:
[9] please,submit
[9] submit,work
[9] work,join
[9] join,virtually
[9] virtually,barcelona
[9] #iconf23,presented
[9] presented,ischools
[7] iconf,please
[7] ischools,organization
[7] iconf,#iconf22

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 G7:
[4] data,science
[2] europe,africa
[2] website,rallye
[2] ischools,doctoral
[2] departments,ischools
[2] paywall,evolution
[2] evolution,data
[2] science,education
[2] education,ischools
[2] ischools,impressionistic

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
@alisehq
@asist_org
@i3program
@infogamerist
@cilipscotland
@rutgerscomminfo
@mattyd_ir

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

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

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:
@ilabafrica

Top Mentioned in G8:
@hmoindia
@pmoindia
@rahulgandhi
@incindia
@srinivasiyc
@srivatsayb
@gauravpandhi
@bole_bharat

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
@heatherfro

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
@profjsg
@eszter
@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:
@heatherfro
@stephenmolldrem
@bhaarathvaasi
@digitalkoans
@kuymio
@elplatt
@ilabafrica
@ayahsoufan
@cpikas
@ucibrenics

Top Tweeters in G8:
@bjplive
@incindia
@srivatsayb
@gauravpandhi
@srinivasiyc
@pmoindia
@sadiqmda
@bole_bharat
@hmoindia
@rahulgandhi

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


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