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iSchools_2022-10-12_20-11-44.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3CVjiAw
@ischools
@bobcatsssoffice
@katenarrative
@jennifer_mlis
@uazischool
@iconf
@mizzousislt
@infogamerist
@fmfrancoise
@monashinfotech

Top hashtags:
#infolit
#iconf23
#ischools
#ifederation
#wlic2022
#newsletter
#librarytwitter

Description:
Description
The graph represents a network of 213 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, 13 October 2022 at 03:12 UTC.

The requested start date was Thursday, 13 October 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 99-day, 6-hour, 18-minute period from Tuesday, 05 July 2022 at 05:41 UTC to Wednesday, 12 October 2022 at 12:00 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 : 213
Unique Edges : 176
Edges With Duplicates : 419
Total Edges : 595
Number of Edge Types : 5
Mentions : 109
Retweet : 162
MentionsInRetweet : 252
Tweet : 58
Replies to : 14
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.0729166666666667
Reciprocated Edge Ratio : 0.135922330097087
Connected Components : 31
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 122
Maximum Edges in a Connected Component : 459
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.893738
Graph Density : 0.00684294445920808
Modularity : 0.400953
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 213 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, 13 October 2022 at 03:12 UTC.

The requested start date was Thursday, 13 October 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 99-day, 6-hour, 18-minute period from Tuesday, 05 July 2022 at 05:41 UTC to Wednesday, 12 October 2022 at 12:00 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:
[20] https://easychair.org/cfp/BOBCATSSS_2023
[11] https://ischools.org/iConference
[10] https://ischools.org/Call-For-Submissions
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279146
[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
[3] https://ischools.org/Spanish-Portugese-Research-Papers/
[3] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions
[2] https://www.conftool.pro/isic2022/sessions.php

Top URLs in Tweet in G1:
[11] https://ischools.org/iConference
[6] https://ischools.org/Call-For-Submissions
[2] https://docs.google.com/forms/d/e/1FAIpQLSftgBr2MZXaXlNP4U0w4uyZ6EYsOWTEt7ScznBXe_30my9H9g/viewform?usp=send_form
[2] https://twitter.com/MonashInfotech/status/1548902930035740674
[1] https://www.ischools.org/early-career-colloquium
[1] https://twitter.com/uiucdstl/status/1576953653281189888
[1] https://ischool.illinois.edu/news-events/news/2022/07/maulding-joins-ischools-hr-team
[1] https://www.ischools.org/
[1] https://ischools.org/Call-For-Participation
[1] https://ischools.org/Program

Top URLs in Tweet in G3:
[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 G4:
[3] https://ischools.org/Call-For-Submissions
[3] https://www.conftool.org/asist2022/index.php?page=browseSessions&path=adminSessions
[2] https://www.asist.org/am22/
[2] https://www.asist.org/am22/schedule-at-a-glance/
[2] https://www.conftool.pro/isic2022/sessions.php
[2] https://www.asist.org/am22/22registration/
[2] https://members.asist.org/events/Details/ifla-ifederation-colleagues-dinner-697424?sourceTypeId=Website
[1] http://rev-ib.unam.mx/ib/index.php/ib/about/submissions#authorGuidelines
[1] https://twitter.com/CLIRDLF/status/1539276966171447298
[1] https://ischools.org/Research-Grants

Top URLs in Tweet in G5:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279146
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280254
[1] https://twitter.com/i/web/status/1564260370252025859
[1] https://twitter.com/nodexlacademy/status/1545492032562630658
[1] https://twitter.com/i/web/status/1560161671078985728
[1] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand

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/Spanish-Portugese-Research-Papers/
[1] https://www.ischools.org/event-4897212
[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://ischools.org/page-18516
[1] https://ischools.org/page-18521

Top URLs in Tweet in G7:
[1] https://www.eventbrite.com/e/infocon-22-making-information-accessible-tickets-400976129397
[1] http://lida.ffos.hr/
[1] https://twitter.com/i/web/status/1564961769629650948

Top URLs in Tweet in G8:
[1] https://ischools.org/INFOcon-2022
[1] https://ischool.arizona.edu/sites/ischool.arizona.edu/files/NEWSLETTER
[1] JUL
[1] 22_8.pdf

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:
[47] ischools.org
[23] twitter.com
[22] easychair.org
[9] asist.org
[7] nodexlgraphgallery.org
[3] uky.edu
[3] eventbrite.com
[3] arizona.edu
[3] conftool.org
[2] conftool.pro

Top Domains in Tweet in G1:
[24] ischools.org
[5] twitter.com
[2] google.com
[1] illinois.edu
[1] blogspot.com

Top Domains in Tweet in G3:
[21] easychair.org
[3] twitter.com
[2] arizona.edu
[1] ischools.org

Top Domains in Tweet in G4:
[9] asist.org
[7] ischools.org
[6] twitter.com
[3] conftool.org
[2] diglib.org
[2] conftool.pro
[2] hu-berlin.de
[1] unam.mx
[1] informationr.net
[1] easychair.org

Top Domains in Tweet in G5:
[7] nodexlgraphgallery.org
[3] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G6:
[9] ischools.org
[2] wsj.com
[2] eleyo.com
[1] eventbrite.com
[1] tinyurl.com
[1] c-ischools.org

Top Domains in Tweet in G7:
[1] eventbrite.com
[1] ffos.hr
[1] twitter.com

Top Domains in Tweet in G8:
[1] ischools.org
[1] arizona.edu

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:
[20] infolit
[17] iconf23
[14] ischools
[7] ifederation
[7] wlic2022
[6] newsletter
[5] librarytwitter
[5] winspiration
[4] isic22
[4] acl2022nlp



Top Hashtags in Tweet in G1:
[11] iconf23
[3] publiclibrary
[3] communitycollegelibrary
[3] datastorytelling
[3] ischools
[3] ischool
[3] iconf2023
[1] infolit
[1] spanish
[1] portuguese

Top Hashtags in Tweet in G3:
[19] infolit
[5] ischools
[4] infoscience
[3] bobcatsss2023
[1] bobcatsss
[1] librarytwitter
[1] bibliotheekopleidingen
[1] nederland
[1] bibliotheeksector
[1] professionals

Top Hashtags in Tweet in G4:
[7] wlic2022
[7] ifederation
[5] iconf23
[4] isic22
[3] dlfforum
[3] learnatdlf
[3] dighc
[3] asist22
[2] am22
[2] digipres22

Top Hashtags in Tweet in G5:
[5] winspiration
[4] librarytwitter
[2] cilips22
[2] iconf22
[1] cilipconf2022
[1] iconf23
[1] digitalpathways

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:
[2] infocon22
[1] lida

Top Hashtags in Tweet in G8:
[6] newsletter
[1] ischools
[1] research
[1] uarizonaalumni
[1] datascience
[1] virtualworlds
[1] outstandingstudents
[1] universityofarizona

Top Hashtags in Tweet in G10:
[4] acl2022nlp

Top Words
Top Words in Tweet in Entire Graph:
[95] ischools
[47] submit
[46] call
[44] papers
[43] proposals
[42] bobcatsssoffice
[36] 2023
[35] information
[33] science
[33] co

Top Words in Tweet in G1:
[32] papers
[25] ischools
[19] iconf
[18] 2023
[18] submission
[15] open
[14] monashinfotech
[13] short
[13] contribute
[12] deadline

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:
[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 G4:
[20] ischools
[14] information
[14] research
[13] register
[12] more
[10] asist_org
[10] alisehq
[8] see
[7] papers
[7] #ifederation

Top Words in Tweet in G5:
[25] ischools
[14] infogamerist
[11] arjun_sanyal
[11] nodexl
[7] nodexlacademy
[7] mizzousislt
[6] top
[6] cni_org
[5] #winspiration
[5] advocatefored

Top Words in Tweet in G6:
[6] ischools
[5] dr
[5] information
[4] virtual
[4] organizing
[3] university
[3] infocon
[3] framework
[3] discipline
[3] prof

Top Words in Tweet in G7:
[5] join
[4] papers
[3] faculty
[3] first
[3] support
[3] submission
[3] research
[3] national
[3] development
[3] library

Top Words in Tweet in G8:
[18] uazischool
[6] curious
[6] going
[6] latest
[6] check
[6] following
[6] #newsletter
[6] uarizona
[6] link
[5] ht

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
[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:
[12] research,papers
[12] short,papers
[11] prestigious,international
[11] contribute,prestigious
[11] open,ischools
[11] ischools,iconf
[11] 2023,contribute
[11] submission,open
[11] iconf,2023
[10] papers,spanish

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:
[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 G4:
[7] #wlic2022,member
[5] research,ischool
[5] ischools,alisehq
[5] know,support
[5] involving,doctoral
[5] asist_org,ischools
[5] ischool,community
[5] 000,projects
[5] support,research
[5] member,asist_org

Top Word Pairs in Tweet in G5:
[11] ischools,arjun_sanyal
[9] arjun_sanyal,infogamerist
[6] nodexl,ischools
[5] analysed,using
[5] iconf,margymaclibrary
[5] advocatefored,iconf
[5] infogamerist,cni_org
[5] cni_org,advocatefored
[5] report,top
[5] top,users

Top Word Pairs in Tweet in G6:
[3] glushko,framework
[3] discipline,organizing
[3] robert,glushko
[3] organizing,informatics
[3] informatics,edition
[3] edition,robert
[3] infocon,2022
[2] uw,milwaukee
[2] asst,prof
[2] impactology,discipline

Top Word Pairs in Tweet in G7:
[3] faculty,students
[3] first,national
[3] join,fellow
[3] please,join
[3] ischool,faculty
[3] support,development
[3] national,digital
[3] digital,library
[3] fellow,ischool
[3] development,first

Top Word Pairs in Tweet in G8:
[6] uazischool,check
[6] latest,#newsletter
[6] curious,going
[6] uarizona,uazischool
[6] check,latest
[6] going,uarizona
[6] following,link
[6] #newsletter,following
[5] link,ht
[5] uazischool,curious

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
@iconf
@_kumarde
@monashinfotech
@infogamerist
@asist_org
@arjun_sanyal
@uazischool
@alisehq

Top Mentioned in G1:
@iconf
@ischools
@monashinfotech
@katenarrative
@ischoolui
@uiucdstl
@uocuniversity
@asist_org
@alisehq
@fsuischool

Top Mentioned in G2:
@_kumarde

Top Mentioned in G3:
@bobcatsssoffice
@lisresearch
@ischools
@patrick23dingen

Top Mentioned in G4:
@ischools
@asist_org
@alisehq
@iconf
@a
@ndsa2
@clirgrants
@isic2022
@etsinfupv
@humboldtuni

Top Mentioned in G5:
@ischools
@infogamerist
@arjun_sanyal
@nodexl
@mizzousislt
@nodexlacademy
@cni_org
@advocatefored
@iconf
@margymaclibrary

Top Mentioned in G6:
@impactology

Top Mentioned in G7:
@ischools
@iconf
@jennifer_mlis
@uwmadischool
@siswsu
@ischoolumd
@rutgerscomminfo
@simmonsslis
@berkeleyischool
@ucibrenics

Top Mentioned in G8:
@uazischool
@uarizona
@knowledgeriver
@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:
@dataaugmented
@advocatefored
@pyscalellc
@margymaclibrary
@fmfrancoise
@noethematt
@hwtnv
@patrick23dingen
@workingbnb
@supercamilla

Top Tweeters in G1:
@amadeupons
@jschneider
@uw_ischool
@us_imls
@ischoolui
@sheilayoshikawa
@uocuniversity
@monashdigital
@ala_pla
@sarahsbratt

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

Top Tweeters in G3:
@patrick23dingen
@supercamilla
@jjbotev
@kbrancolini
@eventcentralme
@lluisagusti
@msiemund
@lisresearch
@uwuttke
@elviracaneda

Top Tweeters in G4:
@carolinethegeek
@iibi_unam_mx
@cilipscotland
@cathalmccauley
@a
@clirdlf
@etsinfupv
@elsevierconnect
@evendrell
@asist_org

Top Tweeters in G5:
@advocatefored
@margymaclibrary
@fmfrancoise
@alalibrary
@nickandriani
@hashtagmarketi7
@mizzoueducation
@nodexl
@arjun_sanyal
@nodexlacademy

Top Tweeters in G6:
@hwtnv
@impactology
@multifandom52
@stephenmolldrem
@kuymio
@abigailleigh
@zanders
@privatedickjup
@pcembleton
@callerbrian

Top Tweeters in G7:
@rutgerscomminfo
@umsi
@prattinstitute
@simmonsslis
@heinzcollege
@ischoolumd
@berkeleyischool
@uwmadischool
@ucibrenics
@untcoi

Top Tweeters in G8:
@dataaugmented
@pyscalellc
@uarizona
@uarizonasbs
@uazischool
@catfbrooks
@knowledgeriver
@digitalaggroup
@bjsalley

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

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


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