iSchools, Twitter, 9/9/2021 4:31:20 AM, 261556


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iSchools_2021-09-08_20-33-36.xlsx
iSchools_2021-09-08_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2021
Short Description:
iSchools via NodeXL https://bit.ly/3ngM72A
@ischools
@iconf
@drrob_wilson
@lynch39083
@jbf1982
@heidilowther
@annmgraf
@myloc_tracker
@asist_org
@hax1400

Top hashtags:
#iconf22
#ischools
#digihum
#digitalhumanities
#careers
#universityofarizona
#digitaldivide

Description:
Description
The graph represents a network of 165 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, 09 September 2021 at 03:33 UTC.

The requested start date was Thursday, 09 September 2021 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, 4-hour, 40-minute period from Tuesday, 01 June 2021 at 11:09 UTC to Tuesday, 07 September 2021 at 15:49 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 : 165
Unique Edges : 139
Edges With Duplicates : 235
Total Edges : 374
Number of Edge Types : 5
Mentions : 89
MentionsInRetweet : 143
Retweet : 88
Tweet : 35
Replies to : 19
Self-Loops : 35
Reciprocated Vertex Pair Ratio : 0.0454545454545455
Reciprocated Edge Ratio : 0.0869565217391304
Connected Components : 30
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 90
Maximum Edges in a Connected Component : 240
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.119595
Graph Density : 0.00764966740576497
Modularity : 0.491382
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 165 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, 09 September 2021 at 03:33 UTC.

The requested start date was Thursday, 09 September 2021 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, 4-hour, 40-minute period from Tuesday, 01 June 2021 at 11:09 UTC to Tuesday, 07 September 2021 at 15:49 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:
[7] https://www.infodocket.com/2021/06/21/journal-article-digital-humanities-in-the-ischool/
[6] https://www.studyinternational.com/news/the-uss-most-impactful-data-science-masters-programmes/
[5] https://ischools.org/iConference
[4] https://projectinfolit.org/pubs/provocation-series/essays/the-ischool-equation.html
[4] https://www.simmons.edu/news/three-faculty-elected-leaders-professional-library-and-information-science-organizations
[2] https://twitter.com/RutgersCommInfo/status/1427290752527253504
[2] https://asistaiworkshop.web.illinois.edu/
[2] https://ischools.org/Early-Career-Colloquium
[2] https://ischools.org/Doctoral-Colloquium
[2] https://ischools.org/Posters

Top URLs in Tweet in G1:
[7] https://www.infodocket.com/2021/06/21/journal-article-digital-humanities-in-the-ischool/
[2] https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24535?cookieSet=1
[1] https://uwm.edu/news/uwm-cybersecurity-expert-teaches-students-how-to-hack-for-good/
[1] https://twitter.com/SJSUiSchool/status/1399144069721247746
[1] https://ischools.org/Jobs
[1] https://ischools.org/News/10969747
[1] https://onlinelibrary.wiley.com/toc/10.1111/(ISSN)1471-1842/free-sample?cookieSet=1
[1] https://www.asist.org/am21/
[1] https://asistaiworkshop.web.illinois.edu/
[1] https://www.sconul.ac.uk/news/research-report-on-drivers-for-the-usage-of-sconul-member-libraries

Top URLs in Tweet in G2:
[5] https://ischools.org/iConference
[2] https://ischools.org/Full-Research-Papers
[2] https://ischools.org/Short-Research-Papers
[2] https://ischools.org/Posters
[2] https://ischools.org/Doctoral-Colloquium
[2] https://ischools.org/Early-Career-Colloquium
[2] https://twitter.com/RutgersCommInfo/status/1427290752527253504
[1] https://ischools.org/resources/Documents/iconf%202022/iConf22_Submissions-Call_v1.pdf
[1] https://ischools.org/Interactive-Events
[1] https://asistaiworkshop.web.illinois.edu/

Top URLs in Tweet in G3:
[1] http://www.theedadvocate.org/the-awards-process/

Top URLs in Tweet in G4:
[4] https://projectinfolit.org/pubs/provocation-series/essays/the-ischool-equation.html
[1] https://ischool.illinois.edu/news-events/news/2021/08/madsen-joins-ischools-hr-team

Top URLs in Tweet in G5:
[4] https://www.simmons.edu/news/three-faculty-elected-leaders-professional-library-and-information-science-organizations
[1] https://www.simmons.edu/news/associate-professor-kyong-eun-oh-receives-sloan-foundation-grant
[1] https://www.simmons.edu/news/associate-professor-katherine-wisser-awarded-fellowship-society-american-archivists

Top URLs in Tweet in G6:
[2] https://www.findaphd.com/phds/programme/phds-in-finance-accounting-and-business-systems/?p4560&fbclid=IwAR363f3ZCvmUzMpYCWZlT3z-LhG0tIYVJZGEfJ8re-qR2LiIWrSi9TdPhzo

Top URLs in Tweet in G7:
[1] https://twitter.com/ryancordell/status/1405888890523766789
[1] https://www.wsj.com/articles/financially-hobbled-for-life-the-elite-masters-degrees-that-dont-pay-off-11625752773?redirect=amp#click=https://t.co/z87WKGoXHk
[1] https://www.conftool.com/iconference2022/
[1] https://twitter.com/ischoolui/status/1419658613300371460
[1] https://discovery.ucl.ac.uk/id/eprint/10122818/
[1] https://jopik.ischools.co.kr/

Top URLs in Tweet in G8:
[6] https://www.studyinternational.com/news/the-uss-most-impactful-data-science-masters-programmes/
[1] https://arizona.csod.com/ux/ats/careersite/4/home/requisition/6331?c=arizona
[1] https://arizona.csod.com/ux/ats/careersite/4/home/requisition/5825?c=arizona

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1410364609555488769

Top URLs in Tweet in G10:
[1] https://www.routledge.com/The-Meas-urement-of-Information-Integrity/Seadle/p/book/9780367565695

Top Domains
Top Domains in Tweet in Entire Graph:
[21] ischools.org
[13] twitter.com
[7] infodocket.com
[6] studyinternational.com
[6] simmons.edu
[4] wiley.com
[4] projectinfolit.org
[3] illinois.edu
[2] ac.uk
[2] csod.com

Top Domains in Tweet in G1:
[7] infodocket.com
[3] wiley.com
[2] ischools.org
[1] uwm.edu
[1] twitter.com
[1] asist.org
[1] illinois.edu
[1] ac.uk
[1] hbr.org

Top Domains in Tweet in G2:
[17] ischools.org
[4] twitter.com
[1] illinois.edu

Top Domains in Tweet in G3:
[1] theedadvocate.org

Top Domains in Tweet in G4:
[4] projectinfolit.org
[1] illinois.edu

Top Domains in Tweet in G5:
[6] simmons.edu

Top Domains in Tweet in G6:
[2] findaphd.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] wsj.com
[1] conftool.com
[1] ac.uk
[1] co.kr

Top Domains in Tweet in G8:
[6] studyinternational.com
[2] csod.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] iconf22
[24] ischools
[7] digihum
[7] digitalhumanities
[4] careers
[3] universityofarizona
[2] digitaldivide
[2] libraries
[2] datascience
[2] sci



Top Hashtags in Tweet in G1:
[8] ischools
[7] digihum
[7] digitalhumanities
[5] iconf22
[2] digitaldivide
[2] justiceforcameronherrin
[1] ethicalhacking
[1] uwm
[1] uwmischool
[1] mketech

Top Hashtags in Tweet in G2:
[23] iconf22
[4] ischools
[2] sci

Top Hashtags in Tweet in G4:
[3] ischools
[1] library
[1] ischoolui

Top Hashtags in Tweet in G5:
[2] ischools
[1] infoscience

Top Hashtags in Tweet in G6:
[2] team

Top Hashtags in Tweet in G8:
[4] careers
[4] ischools
[3] universityofarizona
[2] online
[2] hiring
[2] jobopening
[2] highereducation
[1] datascience
[1] technology
[1] datasciencetraining

Top Hashtags in Tweet in G9:
[1] ados

Top Hashtags in Tweet in G10:
[1] information
[1] integrity

Top Words
Top Words in Tweet in Entire Graph:
[77] ischools
[31] more
[28] iconf
[28] #iconf22
[27] information
[26] papers
[25] research
[24] #ischools
[22] digital
[22] humanities

Top Words in Tweet in G1:
[21] digital
[20] humanities
[17] more
[16] ischools
[14] programs
[13] look
[11] information
[11] interested
[11] field
[10] journal

Top Words in Tweet in G2:
[23] #iconf22
[20] iconf
[19] papers
[14] research
[12] three
[11] submissions
[10] information
[8] one
[8] submit
[8] plan

Top Words in Tweet in G3:
[2] iqstrategix
[2] ireavaservices
[2] isams
[2] isas_online
[2] conquerorstechs
[2] ischools
[2] ispringpro
[2] jackrabbittech
[2] jamfsoftware
[2] jisc

Top Words in Tweet in G4:
[14] ischools
[10] kirsten_clair
[10] teaching
[7] spread
[7] misinformation
[7] projectinfolit
[7] possess
[7] skills
[6] ischool
[6] equation

Top Words in Tweet in G5:
[9] elect
[8] simmonsslis
[5] president
[4] really
[4] lead
[4] way
[4] nareshag
[4] asist_org
[4] iesanda
[4] chair

Top Words in Tweet in G6:
[2] join
[2] #team
[2] take
[2] look
[2] hallambte
[2] shu_alumni
[2] icaew
[2] cima_news

Top Words in Tweet in G7:
[8] ischools
[5] gt
[2] av_rose_ev
[2] more
[2] open
[2] dh
[2] many
[2] part
[2] iconference
[2] event

Top Words in Tweet in G8:
[22] uazischool
[13] uarizona
[8] science
[6] named
[6] one
[6] impactful
[6] data
[6] programs
[5] uarizonasbs
[5] hiring

Top Words in Tweet in G9:
[2] irenepasquetto

Top Words in Tweet in G10:
[3] published
[3] latest
[3] brilliant
[3] book
[3] mseadle
[3] ibi_hu
[3] puts
[3] truth
[3] context
[3] offers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] digital,humanities
[13] iconf,#iconf22
[13] take,look
[12] research,papers
[11] ischools,interested
[11] interested,learning
[11] learning,more
[11] more,digital
[11] humanities,courses
[11] courses,programs

Top Word Pairs in Tweet in G1:
[20] digital,humanities
[10] interested,learning
[10] learning,more
[10] more,digital
[10] humanities,courses
[10] courses,programs
[10] programs,take
[10] take,look
[10] look,interdisciplinary
[10] interdisciplinary,field

Top Word Pairs in Tweet in G2:
[10] iconf,#iconf22
[8] research,papers
[8] #iconf22,plan
[8] plan,offer
[7] left,submit
[7] papers,#iconf22
[7] published,springer's
[7] springer's,lecture
[7] lecture,notes
[6] early,career

Top Word Pairs in Tweet in G3:
[2] iqstrategix,ireavaservices
[2] ireavaservices,isams
[2] isams,isas_online
[2] isas_online,conquerorstechs
[2] conquerorstechs,ischools
[2] ischools,ispringpro
[2] ispringpro,jackrabbittech
[2] jackrabbittech,jamfsoftware
[2] jamfsoftware,jisc

Top Word Pairs in Tweet in G4:
[7] spread,misinformation
[7] possess,teaching
[7] teaching,skills
[6] ischool,equation
[6] equation,kirsten_clair
[4] misinformation,kirsten_clair
[4] projectinfolit,ischool
[4] ischools,producing
[4] producing,graduates
[4] graduates,possess

Top Word Pairs in Tweet in G5:
[5] president,elect
[4] simmonsslis,really
[4] really,lead
[4] lead,way
[4] way,nareshag
[4] nareshag,president
[4] elect,asist_org
[4] asist_org,iesanda
[4] iesanda,chair
[4] chair,elect

Top Word Pairs in Tweet in G6:
[2] join,#team
[2] #team,take
[2] take,look
[2] look,hallambte
[2] hallambte,shu_alumni
[2] shu_alumni,icaew
[2] icaew,cima_news

Top Word Pairs in Tweet in G7:
[2] gt,gt

Top Word Pairs in Tweet in G8:
[8] uarizona,uazischool
[6] uazischool,named
[6] named,one
[6] one,impactful
[6] impactful,data
[6] data,science
[6] science,programs
[5] uazischool,uarizona
[5] uarizonasbs,uazischool
[5] uazischool,hiring

Top Word Pairs in Tweet in G10:
[3] published,latest
[3] latest,brilliant
[3] brilliant,book
[3] book,mseadle
[3] mseadle,ibi_hu
[3] ibi_hu,puts
[3] puts,truth
[3] truth,context
[3] context,offers
[3] offers,measures

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iconf
@ischools
@uazischool
@uarizona
@asist_org
@kirsten_clair
@simmonsslis
@projectinfolit
@uarizonasbs
@nareshag

Top Mentioned in G1:
@ischools
@iconf
@asist_org
@infodocket
@dgtl_planet
@ashfoxly
@usfsi
@usfresearch
@usfhealth
@chrisalensula

Top Mentioned in G2:
@iconf
@ischools
@asist_org
@vlarmour
@lisresearch

Top Mentioned in G3:
@ireavaservices
@isams
@isas_online
@conquerorstechs
@ischools
@ispringpro
@jackrabbittech
@jamfsoftware
@jisc
@lynch39083

Top Mentioned in G4:
@kirsten_clair
@projectinfolit
@cilipinfo
@csaladenvargas
@sheilayoshikawa
@sjsuischool
@ischoolui
@ischoolumd

Top Mentioned in G5:
@simmonsslis
@nareshag
@asist_org
@iesanda
@annmgraf
@ischools
@crhinesmith
@keoh0804
@sloanfoundation
@tangr

Top Mentioned in G6:
@hallambte
@shu_alumni
@icaew
@cima_news
@acca_uk
@virginmoney
@ischools
@aacsb
@drrob_wilson
@acca_u

Top Mentioned in G7:

Top Mentioned in G8:
@uazischool
@uarizona
@uarizonasbs

Top Mentioned in G9:
@irenepasquetto
@ischools
@drbrittparis
@dude_crooks
@drjenpierre
@greene_dm

Top Mentioned in G10:
@mseadle
@ibi_hu
@heidilowther
@ischools
@routledgebooks

Top Tweeters
Top Tweeters in Entire Graph:
@lynch39083
@myloc_tracker
@betterjobsearch
@margymaclibrary
@developerbot_v1
@noethematt
@rrroooiiirrr
@feministlib
@harvardbiz
@inaljnaomi

Top Tweeters in G1:
@harvardbiz
@real_person_dh
@digtalhumanatee
@libraryjournal
@infodocket
@botlabhd
@usfresearch
@usfhealth
@infoschoolsheff
@ssekittof

Top Tweeters in G2:
@cpltalk
@rutgerscomminfo
@k1howard
@lisresearch
@ucd_ischool
@bksutherland
@marielradford
@phdischoolsu
@iconf
@vlarmour

Top Tweeters in G3:
@lynch39083
@myloc_tracker
@jisc
@jamfsoftware
@ispringpro
@jzerosolutions
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix

Top Tweeters in G4:
@margymaclibrary
@thartman2u
@cilipinfo
@nickpoole1
@ischoolui
@ischoolumd
@sheilayoshikawa
@sjsuischool
@projectinfolit
@alisonjhead

Top Tweeters in G5:
@simmonsslis
@asist_org
@crhinesmith
@annmgraf
@farrajalsaeedi
@alisehq
@iesanda
@tangr
@sloanfoundation
@nareshag

Top Tweeters in G6:
@virginmoney
@icaew
@cima_news
@acca_uk
@aacsb
@drrob_wilson
@shu_alumni
@hallambte
@webfoot_one
@acca_u

Top Tweeters in G7:
@noethematt
@heatherfro
@ucl_discovery
@jsench
@im_just_laur
@decoratedshed
@blackgaygemini
@uwioss
@ofjvzmcpb7

Top Tweeters in G8:
@betterjobsearch
@developerbot_v1
@uarizona
@fuerzatucson
@tswetnam
@uarizonasbs
@uazischool
@egbergthold

Top Tweeters in G9:
@greene_dm
@dude_crooks
@jbf1982
@irenepasquetto
@meganthreats
@drbrittparis
@drjenpierre

Top Tweeters in G10:
@paulnaish78
@routledgebooks
@egeertsphd
@heidilowther
@ibi_hu
@mseadle