iSchools, Twitter, 11/17/2022 5:40:03 AM, 284623


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iSchools_2022-11-16_20-11-44.xlsx
iSchools_2022-11-16_20-11-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 17, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3UHJvZK
@ischools
@bobcatsssoffice
@katenarrative
@asist_org
@infogamerist
@dafnalemish1
@iconf
@fmfrancoise
@mizzousislt
@uw_ischool

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

Description:
Description
The graph represents a network of 224 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, 17 November 2022 at 04:12 UTC.

The requested start date was Thursday, 17 November 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 92-day, 2-hour, 12-minute period from Wednesday, 03 August 2022 at 18:26 UTC to Thursday, 03 November 2022 at 20:38 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 : 224
Unique Edges : 177
Edges With Duplicates : 429
Total Edges : 606
Number of Edge Types : 5
Tweet : 56
Retweet : 154
MentionsInRetweet : 228
Mentions : 147
Replies to : 21
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.121863799283154
Reciprocated Edge Ratio : 0.217252396166134
Connected Components : 36
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 459
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.011383
Graph Density : 0.00626601537475977
Modularity : 0.39513
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 224 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, 17 November 2022 at 04:12 UTC.

The requested start date was Thursday, 17 November 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 92-day, 2-hour, 12-minute period from Wednesday, 03 August 2022 at 18:26 UTC to Thursday, 03 November 2022 at 20:38 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
[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://www.conftool.pro/isic2022/sessions.php
[2] https://www.eventbrite.com/e/infocon-22-making-information-accessible-tickets-400976129397
[2] https://docs.google.com/forms/d/e/1FAIpQLSftgBr2MZXaXlNP4U0w4uyZ6EYsOWTEt7ScznBXe_30my9H9g/viewform?usp=send_form

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://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://ischool.uw.edu/news/2022/10/ischools-batya-friedman-asks-hard-questions
[2] https://docs.google.com/forms/d/e/1FAIpQLSftgBr2MZXaXlNP4U0w4uyZ6EYsOWTEt7ScznBXe_30my9H9g/viewform?usp=send_form
[1] https://www.ischools.org/early-career-colloquium
[1] https://twitter.com/uiucdstl/status/1576953653281189888

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280254
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282757
[1] https://twitter.com/i/web/status/1586010325002117121
[1] https://twitter.com/i/web/status/1586009634988380160
[1] https://twitter.com/i/web/status/1560161671078985728
[1] https://ischools.org/INFOcon-2022
[1] https://twitter.com/i/web/status/1564260370252025859

Top URLs in Tweet in G7:
[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 G8:
[1] https://twitter.com/i/web/status/1579557755282939905

Top URLs in Tweet in G9:
[1] https://utexas.app.box.com/v/das-acl-2022
[1] https://lnu-se.zoom.us/j/61188566292?pwd=ZDJPOFRQKy9TNmdEYkl1L1RIOWZBQT09

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1583216390583902208

Top Domains
Top Domains in Tweet in Entire Graph:
[36] ischools.org
[25] twitter.com
[22] easychair.org
[7] asist.org
[4] nodexlgraphgallery.org
[3] conftool.org
[3] uw.edu
[3] uky.edu
[2] conftool.pro
[2] hu-berlin.de

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

Top Domains in Tweet in G3:
[25] 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] uw.edu
[2] google.com
[1] ischools.org
[1] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[4] nodexlgraphgallery.org
[1] ischools.org

Top Domains in Tweet in G7:
[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

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

Top Domains in Tweet in G9:
[1] box.com
[1] zoom.us

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] infolit
[16] ischools
[11] iconf23
[10] ifederation
[10] infoscience
[7] asist22
[4] isic22
[4] informationscience
[4] ischool
[4] acl2022nlp



Top Hashtags in Tweet in G1:
[9] ifederation
[6] infoscience
[4] asist22
[3] lis
[2] infocon22
[2] issummit22
[1] am22
[1] edi
[1] informationscience
[1] asist2022

Top Hashtags in Tweet in G3:
[10] 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

Top Hashtags in Tweet in G6:
[2] asist22
[2] informationscience
[1] edi
[1] infolit
[1] iconf23
[1] ischools
[1] ifederation
[1] wlic2022
[1] newsletter
[1] librarytwitter

Top Hashtags in Tweet in G7:
[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 G9:
[4] acl2022nlp

Top Words
Top Words in Tweet in Entire Graph:
[84] ischools
[60] information
[51] science
[45] submit
[44] call
[44] bobcatsssoffice
[42] proposals
[38] papers
[37] co
[32] research

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

Top Words in Tweet in G2:
[27] iâ
[27] positions
[27] departments
[27] interested
[27] year
[27] academic
[27] job
[27] primarily
[27] science
[27] market

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] call
[40] proposals
[39] bobcatsssoffice
[33] submit
[22] co
[21] link
[21] bio
[21] follow
[21] press
[19] shpznhugu3

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

Top Words in Tweet in G6:
[14] ischools
[9] uazischool
[6] information
[6] presenting
[4] berlin
[4] knowledgeriver
[4] jennifer_mlis
[4] loa
[4] 15
[4] prof

Top Words in Tweet in G7:
[7] ischools
[5] informatics
[4] information
[4] organizing
[3] glushko
[3] robert
[3] framework
[3] same
[3] discipline
[3] edition

Top Words in Tweet in G9:
[4] paper
[4] decisions
[4] model
[4] talk
[4] explaining
[4] d_anubrata
[4] tensors
[4] encore
[4] prototype
[4] #acl2022nlp

Top Words in Tweet in G10:
[2] saga
[2] club
[2] girls
[2] teams
[2] gc3hoops
[2] aia
[2] continues
[2] between
[2] fervor
[2] arizonapreps

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

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:
[27] year,iâ
[27] academic,positions
[27] job,market
[27] interested,primarily
[27] computer,science
[27] science,departments
[27] positions,computer
[27] primarily,academic
[27] market,year
[27] iâ,interested

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] librarians,data
[6] college,librarians
[6] today,public
[6] register,today
[5] katenarrative,register
[5] human,values

Top Word Pairs in Tweet in G6:
[4] sept,15
[4] uazischool,assist
[4] thurs,sept
[4] presenting,information
[4] prof,berlin
[4] nodexl,ischools
[4] berlin,loa
[4] loa,presenting
[4] assist,prof
[4] knowledgeriver,thurs

Top Word Pairs in Tweet in G7:
[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 G9:
[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 Word Pairs in Tweet in G10:
[2] arizonapreps,jacob_seliga
[2] continues,fervor
[2] club,girls
[2] girls,teams
[2] jacob_seliga,saga
[2] gc3hoops,azeliteprep
[2] azeliteprep,arizonapreps
[2] between,aia
[2] saga,continues
[2] aia,club

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bobcatsssoffice
@ischools
@asist_org
@_kumarde
@alisehq
@iconf
@tangr
@simmonsslis
@dafnalemish1
@rutgerscomminfo

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
@uw_ischool
@uiucdstl
@ischoolui
@ischools
@asist_org
@alisehq
@fsuischool
@uofsc_ischool
@ischoolumd

Top Mentioned in G6:
@ischools
@uazischool
@jennifer_mlis
@bobcatsssoffice
@knowledgeriver
@fmfrancoise
@infogamerist
@mizzousislt
@asist_org
@alisehq

Top Mentioned in G7:
@impactology

Top Mentioned in G8:
@davekarpf
@dfreelon
@shannimcg
@sebavalenz
@pablobochon

Top Mentioned in G9:
@mattlease
@d_anubrata
@doctoralseminar
@utgoodsystems
@utischool
@engagingnews
@sintelion
@jessyjli

Top Mentioned in G10:
@azeliteprep
@arizonapreps
@jacob_seliga
@iam_danascott
@gc3hoops

Top Tweeters
Top Tweeters in Entire Graph:
@adr
@margymaclibrary
@fmfrancoise
@noethematt
@patrick23dingen
@workingbnb
@somnath1978
@impactology
@supercamilla
@isaalshaheen

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

Top Tweeters in G2:
@_kumarde
@kokomp12
@drmunyakahcc
@drsancharidas
@arimirian
@lucy3_li
@leotanczt
@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
@kbrancolini
@eventcentralme
@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:
@fmfrancoise
@nickandriani
@mizzoueducation
@arjun_sanyal
@m
@uarizonasbs
@infogamerist
@cni_org
@uazischool
@libacat

Top Tweeters in G7:
@impactology
@stephenmolldrem
@multifandom52
@abigailleigh
@zanders
@a
@privatedickjup
@parryracer
@pcembleton
@callerbrian

Top Tweeters in G8:
@shannimcg
@davekarpf
@kreissdaniel
@dfreelon
@pablobochon
@sebavalenz
@greene_dm
@kaareeenah

Top Tweeters in G9:
@engagingnews
@utischool
@utgoodsystems
@jessyjli
@d_anubrata
@mattlease
@sintelion
@doctoralseminar

Top Tweeters in G10:
@iam_danascott
@jacob_seliga
@arizonapreps
@gc3hoops
@matt_muniz22
@azeliteprep