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iSchools_2022-05-11_20-11-44.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
iSchools via NodeXL https://bit.ly/37E4mtv
@ischools
@iconf
@arjun_sanyal
@taschagroup
@cni_org
@silviacdobre
@i3program
@oieindianed
@strath_ischool
@uw_ischool

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

Description:
Description
The graph represents a network of 273 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, 12 May 2022 at 03:12 UTC.

The requested start date was Thursday, 12 May 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 98-day, 11-hour, 50-minute period from Tuesday, 01 February 2022 at 23:17 UTC to Wednesday, 11 May 2022 at 11:07 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 : 273
Unique Edges : 286
Edges With Duplicates : 518
Total Edges : 804
Number of Edge Types : 5
Mentions : 239
MentionsInRetweet : 292
Retweet : 163
Tweet : 86
Replies to : 24
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.11340206185567
Reciprocated Edge Ratio : 0.203703703703704
Connected Components : 38
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 175
Maximum Edges in a Connected Component : 658
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.82641
Graph Density : 0.00581771170006464
Modularity : 0.387991
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 273 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, 12 May 2022 at 03:12 UTC.

The requested start date was Thursday, 12 May 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 98-day, 11-hour, 50-minute period from Tuesday, 01 February 2022 at 23:17 UTC to Wednesday, 11 May 2022 at 11:07 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://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
[4] https://bostonu.qualtrics.com/jfe/form/SV_5vVkXBTdqc2QVls

Top URLs in Tweet in G1:
[4] https://bostonu.qualtrics.com/jfe/form/SV_5vVkXBTdqc2QVls
[3] https://ischools.org/Registration
[3] https://ischools.org/News/12630958
[3] https://ischools.org/Dissertation-Award-Past-Winners
[2] https://ischools.org/Jobs
[2] https://ischools.org/News/12703755
[2] https://ischools.org/european-doctoral-seminar-series
[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/Registration/
[2] https://ischools.org/News/12630958
[1] https://twitter.com/iSchools/status/1495842227939311617
[1] https://ischools.org/iConference-2022-Access-&-Guidelines
[1] https://ischools.org/News/12638398
[1] https://ischools.org/iConference-2022-Summary
[1] https://ischools.org/News/12716265

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
[3] https://ischools.org/Registration
[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://www.youtube.com/watch?v=LeseN6wb0t0

[1] https://fal.cn/3nzBY
[1] https://fal.cn/3nP04
[1] https://ischool.illinois.edu/news-events/news/2022/04/schroth-joins-ischools-administrative-support-team

Top URLs in Tweet in G4:
[1] https://twitter.com/LSEReviewBooks/status/1523226269667966977

Top URLs in Tweet in G5:
[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
[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/

Top URLs in Tweet in G6:
[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 G7:
[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 G8:
[1] https://www.cni.org/about-cni/awards/pep-fellowship

Top URLs in Tweet in G9:
[1] https://www.eventbrite.co.uk/e/towards-a-national-collection-covid19-urgency-project-seminar-tickets-247089570557

Top Domains
Top Domains in Tweet in Entire Graph:
[62] ischools.org
[41] twitter.com
[16] uw.edu
[4] springer.com
[4] qualtrics.com
[3] surveyplanet.com
[2] bit.ly
[2] utoronto.ca
[2] youtube.com
[2] illinois.edu

Top Domains in Tweet in G1:
[23] ischools.org
[20] twitter.com
[4] qualtrics.com
[2] surveyplanet.com
[2] utoronto.ca
[2] fnlm.org
[2] asist.org
[1] circls.org
[1] ifla.org
[1] memberclicks.net

Top Domains in Tweet in G2:
[23] ischools.org
[4] twitter.com
[4] springer.com
[1] surveyplanet.com

Top Domains in Tweet in G3:
[15] uw.edu
[8] ischools.org
[2] fal.cn
[1] youtube.com
[1] illinois.edu

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

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

Top Domains in Tweet in G6:
[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 G7:
[4] twitter.com

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

Top Domains in Tweet in G9:
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] iconf22
[16] ischools
[12] iconf23
[10] library
[9] libraries
[7] digitalpathways
[7] scholarships
[4] researchevaluation
[4] researchonresearch
[3] datascience



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

Top Hashtags in Tweet in G2:
[32] iconf22
[8] iconf23
[2] asiapacific
[1] informationresearch
[1] dedt
[1] normality
[1] virtuality
[1] physicality
[1] inclusivity
[1] icaucus

Top Hashtags in Tweet in G3:
[7] iconf22
[2] ischools
[1] ischoolui
[1] lis
[1] nationallibraryweek

Top Hashtags in Tweet in G5:
[5] iconf22
[3] winspiration
[1] selftracking
[1] technologies
[1] hicss56
[1] cilips22
[1] slipy

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

Top Hashtags in Tweet in G7:
[1] unmaskourkids
[1] unmaskourchildren

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

Top Hashtags in Tweet in G9:
[6] digitalpathways

Top Words
Top Words in Tweet in Entire Graph:
[193] ischools
[78] #iconf22
[72] more
[68] iconf
[56] 2022
[49] research
[45] information
[41] students
[35] join
[35] data

Top Words in Tweet in G1:
[49] ischools
[30] more
[24] students
[23] research
[23] 2022
[19] information
[18] #iconf22
[18] registration
[17] data
[16] program

Top Words in Tweet in G2:
[41] ischools
[32] #iconf22
[25] iconf
[14] more
[12] award
[11] until
[11] dr
[10] research
[10] presented
[9] days

Top Words in Tweet in G3:
[26] ischools
[21] 2022
[19] lis
[19] iconf
[15] more
[15] information
[14] summit
[14] iconference
[13] future
[12] leading

Top Words in Tweet in G4:
[2] ischools
[2] research
[2] data

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

Top Words in Tweet in G6:
[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 G7:
[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 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 G9:
[6] still
[6] time
[6] register
[6] #digitalpathways
[6] webinar
[6] prof
[6] chowdhury
[6] ischools
[6] chair
[6] uni

Top Words in Tweet in G10:
[6] cs
[5] hci
[4] sharoz
[4] jessicahullman
[4] hcil_umd
[4] departments
[4] ischools
[3] alexkale17
[3] engineering
[2] nelmqvist

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

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
[8] pandemic,#libraries
[8] upcoming,change
[8] march,17

Top Word Pairs in Tweet in G2:
[10] iconf,#iconf22
[9] more,days
[9] days,until
[8] until,#iconf22
[8] ischools,organization
[7] research,paper
[7] ischools,iconf
[6] women's,coalition
[6] next,generation
[6] please,submit

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

Top Word Pairs in Tweet in G4:
[2] research,data

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:
[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 G7:
[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 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 G9:
[6] still,time
[6] time,register
[6] register,#digitalpathways
[6] #digitalpathways,webinar
[6] webinar,prof
[6] prof,chowdhury
[6] chowdhury,ischools
[6] ischools,chair
[6] chair,uni
[6] uni,edinburgh

Top Word Pairs in Tweet in G10:
[3] jessicahullman,hcil_umd
[3] sharoz,jessicahullman
[3] cs,departments
[2] nelmqvist,alexkale17
[2] alexkale17,sharoz
[2] hcil_umd,historically
[2] historically,speaking
[2] speaking,hci
[2] hci,exclusive
[2] exclusive,cs

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

Top Mentioned in G1:
@ischools
@iconf
@elsevierconnect
@fnlm
@mayaracfig
@asist_org
@doctoralseminar
@ischoolumd
@ajmillion
@uci_informatics

Top Mentioned in G2:
@ischools
@iconf
@monashinfotech
@strath_ischool
@mattyd_ir
@martinhalvey
@leifos
@khalidshiblee
@monashuni
@infogamerist

Top Mentioned in G3:
@iconf
@taschagroup
@ischools
@staceyawe
@i3program
@ischoolumd
@utischool
@merrillcollege
@ischoolui
@uncsils

Top Mentioned in G4:
@ischools
@safiyanoble
@profjsg
@willmarler
@timgorichanaz
@c2i2_ucla
@icsjournal
@uzh_ikmz
@jasist
@libjuicepress

Top Mentioned in G5:
@ischools
@infogamerist
@iconf
@natlibscot
@cilipscotland
@aminatshah
@sigchi_chapters
@asist

Top Mentioned in G6:
@ilabafrica

Top Mentioned in G7:
@amphischools
@cfsd16
@tucsonunified
@pchd
@libertyfora_l_l
@mcdanielle01
@dougducey
@9thflooraz
@generalbrnovich

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

Top Mentioned in G9:
@ischools
@nat_collection
@ja
@jar
@ntlmuseumsscot
@natgalleriessco

Top Mentioned in G10:
@jessicahullman
@hcil_umd
@nelmqvist
@alexkale17
@sharoz
@dr_tj

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@designthinkbot
@satyajit1910
@el1421
@margymaclibrary
@technojeder
@ainewsfeed
@vrvalicento
@sprintbaseb
@tetisheri

Top Tweeters in G1:
@satyajit1910
@tetisheri
@rtne_ws
@bekinc
@univ_indonesia
@alexgrwords
@oclc
@lisresearch
@stonca01
@clirdlf

Top Tweeters in G2:
@uniofoxford
@anarchia45
@monashuni
@umsi
@citylis
@jschneider
@unistrathclyde
@infoschoolsheff
@ucd_ischool
@istatpennstate

Top Tweeters in G3:
@cpltalk
@rutgerscomminfo
@merrillcollege
@doug_schuler
@uncsils
@ischoolui
@ischoolumd
@crhinesmith
@jenifersunrise
@staceyawe

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

Top Tweeters in G5:
@glasgow_watch
@nickpoole1
@natlibscot
@cilipscotland
@stuartmacq
@emmanicolwork
@infogamerist
@aminatshah
@aylinnchen
@katsullivan3

Top Tweeters in G6:
@madee6
@stephenmolldrem
@bhaarathvaasi
@digitalkoans
@elplatt
@ilabafrica
@ayahsoufan
@cpikas
@ucibrenics
@stillinsky

Top Tweeters in G7:
@tucsonmelissa
@dougducey
@tucsonunified
@9thflooraz
@pchd
@libertyfora_l_l
@generalbrnovich
@amphischools
@horetskiryan
@melibishop

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

Top Tweeters in G9:
@ntlmuseumsscot
@natgalleriessco
@jar
@cometwebinars
@ja
@dh_oxford
@nat_collection
@irelandmapped

Top Tweeters in G10:
@sharoz
@dr_tj
@mjskay
@nelmqvist
@jessicahullman
@greenveggie_
@alexkale17
@hcil_umd


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