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iSchools_2022-12-14_20-11-44.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3FUL15G
@ischools
@asist_org
@jinfolit
@fmfrancoise
@katenarrative
@uw_ischool
@acm_chiir
@utischool
@bobcatsssoffice
@mattlease

Top hashtags:
#chiir2023
#ischools
#iconf23
#ifederation
#infoscience
#infolit
#asist22
#iconf2023

Description:
Description
The graph represents a network of 255 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, 15 December 2022 at 04:12 UTC.

The requested start date was Thursday, 15 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 103-day, 21-hour, 0-minute period from Thursday, 01 September 2022 at 18:33 UTC to Wednesday, 14 December 2022 at 15:33 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 : 255
Unique Edges : 259
Edges With Duplicates : 464
Total Edges : 723
Number of Edge Types : 5
MentionsInRetweet : 266
Mentions : 243
Retweet : 136
Replies to : 28
Tweet : 50
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.117808219178082
Reciprocated Edge Ratio : 0.21078431372549
Connected Components : 35
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 595
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.298007
Graph Density : 0.0062992125984252
Modularity : 0.408345
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 255 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, 15 December 2022 at 04:12 UTC.

The requested start date was Thursday, 15 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 103-day, 21-hour, 0-minute period from Thursday, 01 September 2022 at 18:33 UTC to Wednesday, 14 December 2022 at 15:33 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:
[5] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[5] https://sigir.org/chiir2023/attend/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285246
[5] https://easychair.org/cfp/BOBCATSSS_2023
[4] https://ischool.uw.edu/news/2022/10/ischools-batya-friedman-asks-hard-questions
[4] https://ischools.org/Call-For-Submissions
[3] https://ischool.uw.edu/news/2022/12/ischools-wobbrock-honored-lasting-impact
[3] https://www.ischools.org/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284623
[3] https://ukjobs.uky.edu/postings/427648

Top URLs in Tweet in G1:
[1] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions
[1] https://www.asist.org/am22/schedule-at-a-glance/
[1] https://www.asist.org/am22/22registration/
[1] https://sigir.org/chiir2023/attend/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284623
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285246
[1] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[1] https://www.eventbrite.com/e/infocon-22-making-information-accessible-tickets-400976129397

Top URLs in Tweet in G2:
[5] https://easychair.org/cfp/BOBCATSSS_2023
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285246
[3] https://ischools.org/Call-For-Submissions
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284623
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282757
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285764
[1] https://twitter.com/i/web/status/1586009634988380160
[1] https://twitter.com/i/web/status/1586010325002117121
[1] https://www.ischools.org/registration-and-access
[1] https://ischools.org/Program

Top URLs in Tweet in G5:
[3] https://www.ischools.org/
[2] https://www.ischools.org/post/ischools-workshop-on-information-service-for-an-aging-society
[1] https://www.ischools.org/post/uw-milwaukee-school-of-information-studies-sois-update-fall-2022
[1] https://ischools.org/Call-For-Submissions
[1] https://ischools.org/News/12904470
[1] https://twitter.com/i/web/status/1580166401775603712
[1] https://www.ischools.org/post/libraries-and-information-institutions-in-the-digital-age-lida
[1] https://www.ischools.org/post/awaken-sleeping-open-government-data-for-the-common-good
[1] https://www.ischools.org/news/categories/jobs
[1] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions

Top URLs in Tweet in G6:
[3] https://ischool.uw.edu/news/2022/10/ischools-batya-friedman-asks-hard-questions
[2] https://ischool.uw.edu/news/2022/12/ischools-wobbrock-honored-lasting-impact
[2] https://docs.google.com/forms/d/e/1FAIpQLSftgBr2MZXaXlNP4U0w4uyZ6EYsOWTEt7ScznBXe_30my9H9g/viewform?usp=send_form
[1] https://www.ischools.org/early-career-colloquium
[1] https://ischool.illinois.edu/news-events/news/2022/11/wilberg-joins-ischools-advancement-team
[1] https://twitter.com/uiucdstl/status/1576953653281189888

Top URLs in Tweet in G7:
[2] https://ischools.org/resources/Documents/Discipline%20of%20organizing/Informatics/TDO4-Informatics-CC.pdf
[1] https://ischools.org/INFOcon-2022
[1] https://www.eventbrite.com/e/infocon-22-making-information-accessible-tickets-400976129397
[1] https://ischools.org/page-18522
[1] https://c-ischools.ce.eleyo.com/course/4121/adult-fall-2022/intro-to-social-square-dancing-information
[1] http://tinyurl.com/CIHSTickets
[1] https://www.c-ischools.org/domain/163
[1] https://icolais.ui.ac.id/speakers/
[1] https://twitter.com/i/web/status/1582688192385683457
[1] https://ischool.uw.edu/news/2022/10/ischools-batya-friedman-asks-hard-questions

Top URLs in Tweet in G8:
[4] https://web.cvent.com/event/98ea9144-44a4-4aa2-90a9-53fa30434f2a/
[4] https://sigir.org/chiir2023/attend/
[1] https://twitter.com/i/web/status/1602756529840586753

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1579557755282939905

Top URLs in Tweet in G10:
[1] https://utexas.app.box.com/v/das-acl-2022
[1] https://lnu-se.zoom.us/j/61188566292?pwd=ZDJPOFRQKy9TNmdEYkl1L1RIOWZBQT09

Top Domains
Top Domains in Tweet in Entire Graph:
[33] ischools.org
[18] twitter.com
[11] nodexlgraphgallery.org
[7] uw.edu
[5] cvent.com
[5] sigir.org
[5] easychair.org
[3] asist.org
[3] uky.edu
[2] wsj.com

Top Domains in Tweet in G1:
[2] asist.org
[2] nodexlgraphgallery.org
[1] conftool.org
[1] sigir.org
[1] cvent.com
[1] eventbrite.com

Top Domains in Tweet in G2:
[9] nodexlgraphgallery.org
[6] ischools.org
[5] easychair.org
[3] twitter.com

Top Domains in Tweet in G5:
[19] ischools.org
[2] twitter.com
[1] conftool.org
[1] asist.org

Top Domains in Tweet in G6:
[5] uw.edu
[2] google.com
[1] ischools.org
[1] illinois.edu
[1] twitter.com

Top Domains in Tweet in G7:
[4] ischools.org
[2] uw.edu
[1] eventbrite.com
[1] eleyo.com
[1] tinyurl.com
[1] c-ischools.org
[1] ac.id
[1] twitter.com
[1] hiringlibrarians.com

Top Domains in Tweet in G8:
[4] cvent.com
[4] sigir.org
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] box.com
[1] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] chiir2023
[16] ischools
[14] iconf23
[13] ifederation
[12] infoscience
[11] infolit
[7] asist22
[5] iconf2023
[4] informationscience
[4] ischool



Top Hashtags in Tweet in G1:
[9] ifederation
[6] infoscience
[3] chiir2023
[3] lis
[2] asist22
[2] issummit22
[1] am22
[1] edi
[1] informationscience
[1] asist2022

Top Hashtags in Tweet in G2:
[10] infolit
[10] iconf23
[7] ischools
[6] infoscience
[5] asist22
[4] ifederation
[3] isic22
[2] iconf2023
[2] librarytwitter
[2] informationscience

Top Hashtags in Tweet in G5:
[4] iconf23
[3] informatics
[3] datascience
[3] digitalarchives
[3] iconf2023
[2] ischools
[1] am22
[1] informationscience
[1] ischool

Top Hashtags in Tweet in G6:
[3] publiclibrary
[3] communitycollegelibrary
[3] datastorytelling
[3] ischools
[3] ischool
[1] technologies
[1] ischoolui

Top Hashtags in Tweet in G7:
[1] uscmmlis
[1] mmlis
[1] usclibraries
[1] socialsquaredance
[1] rethink_learning
[1] jacketpride
[1] play4houts

Top Hashtags in Tweet in G8:
[12] chiir2023
[3] austintx
[3] inperson
[3] remote

Top Hashtags in Tweet in G10:
[4] acl2022nlp

Top Words
Top Words in Tweet in Entire Graph:
[102] ischools
[55] information
[52] science
[42] asist_org
[33] year
[31] papers
[31] positions
[30] job
[29] iâ
[29] interested

Top Words in Tweet in G1:
[29] ischools
[27] information
[23] asist_org
[23] alisehq
[21] science
[16] summit
[15] tangr
[13] simmonsslis
[13] iesanda
[12] former

Top Words in Tweet in G2:
[23] ischools
[21] bobcatsssoffice
[12] fmfrancoise
[12] papers
[11] uazischool
[10] #infolit
[10] submit
[10] #iconf23
[9] katenarrative
[9] nodexl

Top Words in Tweet in G3:
[28] positions
[28] departments
[28] interested
[28] year
[28] academic
[28] job
[28] primarily
[28] science
[28] market
[28] computer

Top Words in Tweet in G5:
[16] ischools
[12] more
[12] 2023
[11] research
[9] information
[6] digital
[6] 2022
[6] conference
[5] check
[5] papers

Top Words in Tweet in G6:
[8] workshop
[8] college
[8] data
[8] storytelling
[8] public
[8] community
[6] uw_ischool
[6] register
[6] katenarrative
[6] values

Top Words in Tweet in G7:
[8] ischools
[4] informatics
[4] information
[3] same
[3] organizing
[2] prospects
[2] rethink
[2] glushko
[2] robert
[2] japan

Top Words in Tweet in G8:
[12] #chiir2023
[11] acmsigir
[11] acm_chiir
[11] asist_siguse
[11] sigchi
[8] papers
[8] notifications
[5] riehsooyoung
[5] went
[5] 18

Top Words in Tweet in G10:
[4] paper
[4] decisions
[4] model
[4] talk
[4] explaining
[4] d_anubrata
[4] tensors
[4] encore
[4] prototype
[4] #acl2022nlp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] computer,science
[28] academic,positions
[28] positions,computer
[28] science,departments
[28] market,year
[28] primarily,academic
[28] job,market
[28] interested,primarily
[27] year,iâ
[27] _kumarde,job

Top Word Pairs in Tweet in G1:
[21] information,science
[15] science,summit
[9] #ifederation,leaders
[9] asist_org,ischools
[8] asist_org,alisehq
[8] alisehq,ischools
[7] 2022,information
[6] rutgerscomminfo,reaches
[6] lis,expertise
[6] reaches,far

Top Word Pairs in Tweet in G2:
[9] nodexl,ischools
[9] ischools,nodexl
[8] ischools,bobcatsssoffice
[7] call,proposals
[6] research,papers
[5] accepted,until
[5] found,comment
[5] proposals,follow
[5] abstracts,posters
[5] link,bio

Top Word Pairs in Tweet in G3:
[28] academic,positions
[28] job,market
[28] interested,primarily
[28] computer,science
[28] science,departments
[28] positions,computer
[28] primarily,academic
[28] market,year
[27] year,iâ
[27] _kumarde,job

Top Word Pairs in Tweet in G5:
[4] see,more
[3] track,faculty
[3] share,i3
[3] check,positions
[3] international,conference
[3] research,papers
[3] deadline,submit
[3] #iconf2023,perspective
[3] #informatics,#datascience
[3] more,days

Top Word Pairs in Tweet in G6:
[8] storytelling,workshop
[8] public,community
[8] community,college
[8] data,storytelling
[6] human,values
[6] college,librarians
[6] today,public
[6] register,today
[6] librarians,data
[5] katenarrative,register

Top Word Pairs in Tweet in G7:
[2] robert,glushko
[2] japan,ischools
[2] edition,robert
[2] discipline,organizing
[2] informatics,degree
[2] organizing,informatics
[2] prospects,informatics
[2] glushko,framework
[2] programs,japan
[2] informatics,edition

Top Word Pairs in Tweet in G8:
[11] sigchi,asist_siguse
[11] acmsigir,sigchi
[5] asist_siguse,asist_org
[4] 10,dc
[4] acceptance,notifications
[4] #chiir2023,attendance
[4] #chiir2023,open
[4] attendance,acmsigir
[4] 18,short
[4] soon,acmsigir

Top Word Pairs in Tweet in G10:
[4] d_anubrata,giving
[4] paper,prototex
[4] giving,encore
[4] prototex,explaining
[4] #acl2022nlp,paper
[4] decisions,prototype
[4] explaining,model
[4] prototype,tensors
[4] model,decisions
[4] tensors,co

Top Replied-To
Top Replied-To in Entire Graph:
@alisehq
@simmonsslis
@openmaze
@acm_chiir
@olofsun
@unsworth
@byzcapp
@cilipinfo
@ischools
@yklonline

Top Replied-To in G1:
@alisehq
@simmonsslis
@dafnalemish1

Top Replied-To in G2:
@uazischool

Top Replied-To in G4:
@cilipinfo

Top Replied-To in G5:
@unsworth
@byzcapp
@ischools

Top Replied-To in G7:

Top Replied-To in G8:
@openmaze
@acm_chiir

Top Replied-To in G9:
@kreissdaniel

Top Replied-To in G10:
@d_anubrata

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@asist_org
@_kumarde
@bobcatsssoffice
@alisehq
@katenarrative
@tangr
@acm_chiir
@iconf
@dafnalemish1

Top Mentioned in G1:
@asist_org
@ischools
@alisehq
@tangr
@simmonsslis
@dafnalemish1
@rutgerscomminfo
@iesanda
@nareshag
@chirag_shah

Top Mentioned in G2:
@bobcatsssoffice
@ischools
@katenarrative
@asist_org
@fmfrancoise
@iconf
@uazischool
@infogamerist
@knowledgeriver
@dafnalemish1

Top Mentioned in G3:
@_kumarde

Top Mentioned in G4:
@cilipslg
@uksla
@aldinhe_lh
@altcoolsig
@lirt_ala
@onehemindsets
@ciliplirg
@cilip_arlg
@cilipscotland
@conulireland

Top Mentioned in G5:
@ischools
@iconf
@asist_org
@miriamkp
@i3program
@etsinfupv
@humboldtuni
@uwmsois
@scienceeurope
@4sweb

Top Mentioned in G6:
@uw_ischool
@katenarrative
@uiucdstl
@wobbrockjo
@raduvro
@lanthonyuf
@ischoolui
@ala_pla
@iconf
@ischools

Top Mentioned in G7:
@impactology

Top Mentioned in G8:
@acmsigir
@sigchi
@asist_siguse
@acm_chiir
@asist_org
@ischools
@riehsooyoung
@utischool
@jaceksg
@a

Top Mentioned in G9:
@davekarpf
@dfreelon
@shannimcg
@sebavalenz
@pablobochon

Top Mentioned in G10:
@mattlease
@d_anubrata
@doctoralseminar
@utgoodsystems
@utischool
@engagingnews
@sintelion
@jessyjli

Top Tweeters
Top Tweeters in Entire Graph:
@adr
@margymaclibrary
@fmfrancoise
@noethematt
@aamaadmiparty
@workingbnb
@somnath1978
@impactology
@miriamkp
@isaalshaheen

Top Tweeters in G1:
@rutgerscomminfo
@slahq
@simmonsslis
@asist_org
@ssekittof
@annmgraf
@cindylucarter
@sjsuischool
@ica_fsd
@alisehq

Top Tweeters in G2:
@fmfrancoise
@eventcentralme
@jjbotev
@blacksciblog
@datasociety
@juantifico
@uwuttke
@rladiesglobal
@wids_worldwide
@m

Top Tweeters in G3:
@kokomp12
@_kumarde
@drmunyakahcc
@drsancharidas
@im__jane
@arimirian
@lucy3_li
@carowerlang
@eric_hennenfent
@kous2v

Top Tweeters in G4:
@cilipinfo
@cilipscotland
@cilipslg
@uksla
@slic1991
@infoschoolsheff
@ciliphlg
@cilip_arlg
@aldinhe_lh
@ciliplirg

Top Tweeters in G5:
@miriamkp
@isaalshaheen
@lisresearch
@bzkrtayhan
@etsinfupv
@evendrell
@4sweb
@humboldtuni
@byzcapp
@unsworth

Top Tweeters in G6:
@umsi
@jschneider
@uw_ischool
@us_imls
@ischoolui
@ischoolumd
@howardchizeck
@uwitnews
@ala_pla
@lanthonyuf

Top Tweeters in G7:
@impactology
@stephenmolldrem
@multifandom52
@abigailleigh
@zanders
@hiringlib
@parryracer
@pcembleton
@callerbrian
@bluejacketfb

Top Tweeters in G8:
@drmaxlwilson
@vanessa_murdock
@a
@sigchi
@martinhalvey
@utischool
@openmaze
@acm_chiir
@jaceksg
@acmsigir

Top Tweeters in G9:
@davekarpf
@shannimcg
@kreissdaniel
@dfreelon
@pablobochon
@sebavalenz
@greene_dm

Top Tweeters in G10:
@engagingnews
@utgoodsystems
@jessyjli
@d_anubrata
@mattlease
@sintelion
@doctoralseminar


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