iSchools, Twitter, 12/1/2022 4:17:52 AM, 285246


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iSchools_2022-11-30_20-11-44.xlsx
iSchools_2022-11-30_20-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3isG7Uj
@ischools
@bobcatsssoffice
@asist_org
@katenarrative
@fmfrancoise
@dafnalemish1
@iconf
@catfbrooks
@infogamerist
@acm_chiir

Top hashtags:
#infolit
#ischools
#iconf23
#ifederation
#infoscience
#asist22
#chiir2023
#isic22

Description:
Description
The graph represents a network of 243 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, 01 December 2022 at 04:12 UTC.

The requested start date was Thursday, 01 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 117-day, 15-hour, 3-minute period from Wednesday, 03 August 2022 at 18:26 UTC to Tuesday, 29 November 2022 at 09:30 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 : 243
Unique Edges : 207
Edges With Duplicates : 460
Total Edges : 667
Number of Edge Types : 5
Replies to : 22
MentionsInRetweet : 254
Mentions : 171
Retweet : 161
Tweet : 59
Self-Loops : 68
Reciprocated Vertex Pair Ratio : 0.121405750798722
Reciprocated Edge Ratio : 0.216524216524217
Connected Components : 38
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 131
Maximum Edges in a Connected Component : 516
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.014567
Graph Density : 0.00596877869605142
Modularity : 0.396364
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 243 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, 01 December 2022 at 04:12 UTC.

The requested start date was Thursday, 01 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 117-day, 15-hour, 3-minute period from Wednesday, 03 August 2022 at 18:26 UTC to Tuesday, 29 November 2022 at 09:30 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:
[20] https://easychair.org/cfp/BOBCATSSS_2023
[8] https://ischools.org/Call-For-Submissions
[5] https://sigir.org/chiir2023/attend/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284623
[3] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions
[3] https://ischool.uw.edu/news/2022/10/ischools-batya-friedman-asks-hard-questions
[3] https://ukjobs.uky.edu/postings/427648
[3] https://ischools.org/resources/Documents/Discipline%20of%20organizing/Informatics/TDO4-Informatics-CC.pdf
[3] https://twitter.com/iconf/status/1556975111298633728
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282757

Top URLs in Tweet in G1:
[2] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions
[2] https://www.asist.org/am22/22registration/
[1] https://www.asist.org/am22/
[1] https://www.asist.org/am22/schedule-at-a-glance/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284623
[1] https://sigir.org/chiir2023/attend/
[1] https://www.asist.org/the-fog-of-war-examining-the-spread-of-dis-misinformation-in-the-russia-ukraine-war-on-social-media-sig-sm/
[1] https://twitter.com/i/web/status/1564961769629650948
[1] https://www.eventbrite.com/e/infocon-22-making-information-accessible-tickets-400976129397

Top URLs in Tweet in G3:
[7] https://ischools.org/Call-For-Submissions
[2] https://twitter.com/iconf/status/1556975111298633728
[2] https://www.ischools.org/
[2] https://www.conftool.pro/isic2022/sessions.php
[2] https://ischools.org/iConference
[1] https://www.ischools.org/post/uw-milwaukee-school-of-information-studies-sois-update-fall-2022
[1] https://easychair.org/cfp/BOBCATSSS_2023
[1] http://informationr.net/ir/
[1] https://twitter.com/isic2022/status/1554408666366758912
[1] https://twitter.com/iconf/status/1559926043653201920

Top URLs in Tweet in G4:
[19] https://easychair.org/cfp/BOBCATSSS_2023
[2] https://easychair.org/cfp/BOBCATSSS_
[2] https://ischool.arizona.edu/ma-library-information-science/concentrations
[1] https://twitter.com/i/web/status/1560585865348390912
[1] https://ischools.org/Call-For-Submissions
[1] https://twitter.com/iconf/status/1556975111298633728
[1] https://twitter.com/patrick23dingen/status/1556010069430374401

Top URLs in Tweet in G5:
[2] https://docs.google.com/forms/d/e/1FAIpQLSftgBr2MZXaXlNP4U0w4uyZ6EYsOWTEt7ScznBXe_30my9H9g/viewform?usp=send_form
[2] https://ischool.uw.edu/news/2022/10/ischools-batya-friedman-asks-hard-questions
[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 G6:
[3] https://ischools.org/resources/Documents/Discipline%20of%20organizing/Informatics/TDO4-Informatics-CC.pdf
[2] https://www.wsj.com/articles/randi-weingarten-flunks-the-pandemic-naep-test-scores-decline-schools-covid-american-federation-of-teachers-11662069418
[2] https://c-ischools.ce.eleyo.com/course/4121/adult-fall-2022/intro-to-social-square-dancing-information
[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] 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

Top URLs in Tweet in G7:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282757
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284623
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280254
[1] https://ischools.org/INFOcon-2022
[1] https://twitter.com/i/web/status/1586009634988380160
[1] https://twitter.com/i/web/status/1586010325002117121
[1] https://twitter.com/i/web/status/1560161671078985728
[1] https://twitter.com/i/web/status/1564260370252025859

Top URLs in Tweet in G8:
[4] https://sigir.org/chiir2023/attend/

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:
[37] ischools.org
[27] twitter.com
[22] easychair.org
[7] asist.org
[7] nodexlgraphgallery.org
[5] sigir.org
[3] conftool.org
[3] uw.edu
[3] uky.edu
[2] google.com

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

Top Domains in Tweet in G3:
[26] ischools.org
[7] twitter.com
[2] asist.org
[2] conftool.pro
[2] hu-berlin.de
[1] easychair.org
[1] informationr.net
[1] conftool.org
[1] unam.mx
[1] blogspot.com

Top Domains in Tweet in G4:
[21] easychair.org
[3] twitter.com
[2] arizona.edu
[1] ischools.org

Top Domains in Tweet in G5:
[2] google.com
[2] uw.edu
[1] ischools.org
[1] illinois.edu
[1] twitter.com

Top Domains in Tweet in G6:
[5] ischools.org
[2] wsj.com
[2] eleyo.com
[1] eventbrite.com
[1] tinyurl.com
[1] c-ischools.org
[1] ac.id
[1] twitter.com
[1] uw.edu
[1] hiringlibrarians.com

Top Domains in Tweet in G7:
[6] nodexlgraphgallery.org
[4] twitter.com
[1] ischools.org

Top Domains in Tweet in G8:
[4] sigir.org

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:
[22] infolit
[17] ischools
[13] iconf23
[11] ifederation
[11] infoscience
[8] asist22
[5] chiir2023
[5] isic22
[4] informationscience
[4] ischool



Top Hashtags in Tweet in G1:
[9] ifederation
[6] infoscience
[4] asist22
[3] lis
[2] issummit22
[2] infocon22
[1] am22
[1] edi
[1] informationscience
[1] chiir2023

Top Hashtags in Tweet in G3:
[11] iconf23
[4] isic22
[3] iconf2023
[2] informationbehaviour
[1] ischools
[1] asist22
[1] am22
[1] informationscience
[1] ischool
[1] infolit

Top Hashtags in Tweet in G4:
[19] infolit
[6] ischools
[4] infoscience
[3] bobcatsss2023
[1] bobcatsss
[1] librarytwitter
[1] bibliotheekopleidingen
[1] nederland
[1] bibliotheeksector
[1] professionals

Top Hashtags in Tweet in G5:
[3] publiclibrary
[3] communitycollegelibrary
[3] datastorytelling
[3] ischools
[3] ischool
[1] ischoolui

Top Hashtags in Tweet in G6:
[2] adams
[2] socialsquaredance
[1] potus
[1] ischools
[1] gif
[1] anonymous
[1] muskedison
[1] meme
[1] uscmmlis
[1] mmlis

Top Hashtags in Tweet in G7:
[3] asist22
[2] informationscience
[2] infolit
[2] iconf23
[2] ischools
[2] ifederation
[1] edi
[1] wlic2022
[1] newsletter
[1] librarytwitter

Top Hashtags in Tweet in G8:
[4] chiir2023
[1] austintx
[1] inperson
[1] remote

Top Hashtags in Tweet in G10:
[4] acl2022nlp

Top Words
Top Words in Tweet in Entire Graph:
[94] ischools
[65] information
[52] science
[47] bobcatsssoffice
[45] submit
[44] call
[42] proposals
[38] papers
[37] co
[33] asist_org

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

Top Words in Tweet in G2:
[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 G3:
[33] papers
[22] research
[21] more
[21] 2023
[21] information
[16] deadline
[14] full
[13] short
[13] includes
[13] ischools

Top Words in Tweet in G4:
[40] proposals
[40] call
[39] bobcatsssoffice
[33] submit
[22] co
[21] follow
[21] bio
[21] press
[21] link
[19] shpznhugu3

Top Words in Tweet in G5:
[8] workshop
[8] college
[8] data
[8] storytelling
[8] public
[8] community
[6] register
[6] katenarrative
[6] today
[6] librarians

Top Words in Tweet in G6:
[8] ischools
[5] informatics
[4] information
[4] organizing
[3] glushko
[3] robert
[3] framework
[3] same
[3] discipline
[3] edition

Top Words in Tweet in G7:
[18] ischools
[9] uazischool
[6] nodexl
[6] bobcatsssoffice
[6] information
[6] presenting
[5] fmfrancoise
[5] infogamerist
[4] prof
[4] berlin

Top Words in Tweet in G8:
[4] asist_siguse
[4] acmsigir
[4] sigchi
[4] #chiir2023
[4] information
[4] attendance
[4] initial
[3] acm_chiir
[3] asist_or

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:
[42] call,proposals
[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

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

Top Word Pairs in Tweet in G2:
[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 G3:
[16] research,papers
[11] full,short
[11] papers,spanish
[11] short,papers
[11] includes,full
[10] submit,research
[9] papers,#iconf23
[8] see,more
[7] days,until
[7] until,deadline

Top Word Pairs in Tweet in G4:
[40] call,proposals
[21] link,bio
[21] bio,press
[21] proposals,follow
[21] follow,link
[20] bobcatsssoffice,call
[19] press,call
[19] co,shpznhugu3
[19] proposals,co
[19] shpznhugu3,submit

Top Word Pairs in Tweet in G5:
[8] storytelling,workshop
[8] public,community
[8] community,college
[8] data,storytelling
[6] college,librarians
[6] today,public
[6] register,today
[6] librarians,data
[5] human,values
[5] katenarrative,register

Top Word Pairs in Tweet in G6:
[3] robert,glushko
[3] edition,robert
[3] discipline,organizing
[3] organizing,informatics
[3] glushko,framework
[3] informatics,edition
[2] impactology,discipline
[2] japan,ischools
[2] weingarten,flunks
[2] course,found

Top Word Pairs in Tweet in G7:
[6] nodexl,ischools
[6] ischools,nodexl
[4] thurs,sept
[4] sept,15
[4] presenting,information
[4] information,knowledgeriver
[4] knowledgeriver,thurs
[4] prof,berlin
[4] bobcatsssoffice,katenarrative
[4] ischools,bobcatsssoffice

Top Word Pairs in Tweet in G8:
[4] information,#chiir2023
[4] attendance,acmsigir
[4] sigchi,asist_siguse
[4] acmsigir,sigchi
[4] #chiir2023,attendance
[4] initial,information
[3] acm_chiir,initial
[3] asist_siguse,asist_or

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

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

Top Mentioned in G2:
@_kumarde

Top Mentioned in G3:
@iconf
@ischools
@asist_org
@monashinfotech
@isic2022
@etsinfupv
@humboldtuni
@uwmsois
@bobcatsssoffice
@iibi_unam_mx

Top Mentioned in G4:
@bobcatsssoffice
@ischools
@lisresearch
@patrick23dingen

Top Mentioned in G5:
@katenarrative
@uiucdstl
@uw_ischool
@ischoolui
@ischools
@asist_org
@alisehq
@fsuischool
@uofsc_ischool
@ischoolumd

Top Mentioned in G6:
@impactology

Top Mentioned in G7:
@ischools
@bobcatsssoffice
@fmfrancoise
@uazischool
@infogamerist
@knowledgeriver
@katenarrative
@jennifer_mlis
@asist_org
@mizzousislt

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

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
@patrick23dingen
@workingbnb
@somnath1978
@impactology
@supercamilla
@isaalshaheen

Top Tweeters in G1:
@isaalshaheen
@rutgerscomminfo
@slahq
@simmonsslis
@asist_org
@ssekittof
@annmgraf
@cindylucarter
@rehamalshaheen
@sjsuischool

Top Tweeters in G2:
@kokomp12
@_kumarde
@drmunyakahcc
@drsancharidas
@im__jane
@arimirian
@lucy3_li
@carowerlang
@eric_hennenfent
@kous2v

Top Tweeters in G3:
@amadeupons
@iibi_unam_mx
@bzkrtayhan
@etsinfupv
@elsevierconnect
@evendrell
@humboldtuni
@sheilayoshikawa
@ischools
@sarahsbratt

Top Tweeters in G4:
@patrick23dingen
@supercamilla
@jjbotev
@eventcentralme
@kbrancolini
@lluisagusti
@msiemund
@lisresearch
@uwuttke
@orrudamiano

Top Tweeters in G5:
@umsi
@jschneider
@uw_ischool
@us_imls
@ischoolui
@ischoolumd
@ala_pla
@melissa1776
@librariancrissy
@saraksha

Top Tweeters in G6:
@impactology
@stephenmolldrem
@multifandom52
@abigailleigh
@zanders
@a
@privatedickjup
@hiringlib
@parryracer
@pcembleton

Top Tweeters in G7:
@fmfrancoise
@nickandriani
@mizzoueducation
@arjun_sanyal
@m
@uarizonasbs
@infogamerist
@cni_org
@uazischool
@libacat

Top Tweeters in G8:
@drmaxlwilson
@vanessa_murdock
@sigchi
@acm_chiir
@jaceksg
@acmsigir
@riehsooyoung
@asist_siguse
@ixlab_ut

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

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