iSchools, Twitter, 5/6/2021 3:37:52 AM, 254231


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iSchools_2021-05-05_20-33-36.xlsx
iSchools_2021-05-05_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
iSchools via NodeXL https://bit.ly/2QPU4OM
@ischools
@ameliangibson
@iconf
@discovertext
@uw_ischool
@rutgerscomminfo
@uazischool
@lamba_manika
@onewordbook1
@musebrarian

Top hashtags:
#iconf21
#ischools
#rusci
#ifederation
#ischool
#delhifightscorona
#datalibs

Description:
Description
The graph represents a network of 375 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, 06 May 2021 at 03:34 UTC.

The requested start date was Thursday, 06 May 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 91-day, 9-hour, 3-minute period from Wednesday, 03 February 2021 at 04:13 UTC to Wednesday, 05 May 2021 at 13:16 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 : 375
Unique Edges : 332
Edges With Duplicates : 517
Total Edges : 849
Number of Edge Types : 5
Retweet : 205
MentionsInRetweet : 314
Mentions : 216
Tweet : 82
Replies to : 32
Self-Loops : 82
Reciprocated Vertex Pair Ratio : 0.0668103448275862
Reciprocated Edge Ratio : 0.125252525252525
Connected Components : 56
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 258
Maximum Edges in a Connected Component : 701
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.8559
Graph Density : 0.00352941176470588
Modularity : 0.487072
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 375 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, 06 May 2021 at 03:34 UTC.

The requested start date was Thursday, 06 May 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 91-day, 9-hour, 3-minute period from Wednesday, 03 February 2021 at 04:13 UTC to Wednesday, 05 May 2021 at 13:16 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:
[9] https://ischools.org/Registration
[8] https://www.c-ischools.org/domain/163
[5] https://ischools.org/resources/Documents/iconf%202021/iConf21_Poster-Presentation-Guidelines.pdf
[4] https://www.c-ischools.org/bluejacket-broadcast
[4] https://ischools.org/News/10135123
[3] https://ischools.org/News/10412892
[3] https://ir.shareaholic.com/e?a=1&u=https://www.igi-global.com/publish/call-for-papers/call-details/5210%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[3] https://ali.memberclicks.net/index.php?option=com_jevents&task=icalrepeat.detail&evid=79&Itemid=213&year=2021&month=03&day=30&title=ifederation-webinar--the-rise-of-online-education-impact-of-covid-19-pandemic-on-teaching-and-learning-&uid=18f419234c0efffe11ef365d78fb4e1c
[3] https://ischool.uw.edu/news/2021/03/tribute-beverly-cleary-ischools-michelle-martin
[3] https://twitter.com/iconf/status/1365680589249118212

Top URLs in Tweet in G1:
[3] https://ischools.org/News/10412892
[3] https://ali.memberclicks.net/index.php?option=com_jevents&task=icalrepeat.detail&evid=79&Itemid=213&year=2021&month=03&day=30&title=ifederation-webinar--the-rise-of-online-education-impact-of-covid-19-pandemic-on-teaching-and-learning-&uid=18f419234c0efffe11ef365d78fb4e1c
[3] https://ischools.org/News/10134088
[2] https://www.alise.org/alise---pratt-severn-faculty-innovation-award
[2] https://ischools.org/Registration
[2] https://ischools.org/european-doctoral-seminar-series
[1] https://twitter.com/i/web/status/1364332401879642114
[1] https://twitter.com/i/web/status/1364333400530825219
[1] https://twitter.com/iconf/status/1365680589249118212
[1] https://www.learningeconomy.io/rsvp/aplabseminar

Top URLs in Tweet in G2:
[5] https://ischools.org/Registration
[3] https://ischools.org/resources/Documents/iconf%202021/iConf21_Poster-Presentation-Guidelines.pdf
[2] https://ischools.org/News/10200725
[2] https://ischools.org/2021-agenda
[1] https://ischools.org/Awards
[1] https://iconference2021.ichair.org/public/conference/150/timeline-agenda
[1] https://twitter.com/iSchools/status/1363859841563910144
[1] https://twitter.com/i/web/status/1364315803898830850
[1] https://ischools.org/Keynote-Speakers
[1] https://twitter.com/i/web/status/1372136881425543172

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1360055033753202688
[1] https://twitter.com/i/web/status/1360060050442768385
[1] https://twitter.com/i/web/status/1372365756231483396
[1] https://twitter.com/i/web/status/1359315920313847815

Top URLs in Tweet in G4:
[1] https://ischools.org/News/10056503
[1] https://twitter.com/TLNieuwoudt/status/1358434494886346752
[1] https://wkpjf.ischools.co.kr/
[1] https://gjyd.ischools.co.kr/
[1] https://zntgn.ischools.co.kr/
[1] https://wqfu.ischools.co.kr/
[1] https://www.c-ischools.org/domain/163
[1] https://koknbml.ischools.co.kr/
[1] https://ischools.org/Dissertation-Award-Past-Winners
[1] https://twitter.com/i/web/status/1364725499541381126

Top URLs in Tweet in G5:
[3] https://ischool.uw.edu/news/2021/03/tribute-beverly-cleary-ischools-michelle-martin
[2] https://ischool.uw.edu/news/2021/02/ischools-mitra-works-us-military-study-astroturfing

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1387809122062569474
[1] https://twitter.com/allisonrandom/status/1365104342219567108

Top URLs in Tweet in G7:
[1] https://sociotech.net/csst2021/
[1] https://twitter.com/i/web/status/1384925628005326852

Top URLs in Tweet in G8:
[1] https://ischool.sjsu.edu/news/retiring-faculty-reflect-ischools-embrace-new-technologies
[1] https://www.discovertext.com/Workshops

Top URLs in Tweet in G9:
[4] https://ischools.org/News/10135123
[2] https://comminfo.rutgers.edu/news/souvick-ghosh-phd20-named-2021-ischools-doctoral-dissertation-award-runner
[1] http://ow.ly/s7VR50DNYI
[1] https://ischools.org/resources/Documents/iconf%202021/iConf21_Poster-Presentation-Guidelines.pdf
[1] https://twitter.com/i/web/status/1364795863357411330
[1] https://twitter.com/i/web/status/1364795864322093057
[1] http://infoseeking.org/iblog/2021/02/05/ischools-unique-approach-to-teaching-data-science-by-focusing-on-human-values-transparency-privacy-and-fairness/

Top URLs in Tweet in G10:
[1] https://info.cmog.org/sites/info.cmog.org/files/pdf/Digital_Asset_Management_Internship_2021.pdf
[1] https://twitter.com/i/web/status/1369747835709755399

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[41] ischools.org
[19] co.kr
[15] c-ischools.org
[6] uw.edu
[4] youtube.com
[3] shareaholic.com
[3] memberclicks.net
[2] alise.org
[2] umd.edu

Top Domains in Tweet in G1:
[13] ischools.org
[9] twitter.com
[3] memberclicks.net
[2] alise.org
[1] learningeconomy.io
[1] vimeo.com
[1] youtu.be

Top Domains in Tweet in G2:
[16] ischools.org
[11] twitter.com
[1] ichair.org
[1] youtu.be
[1] scoocs.co

Top Domains in Tweet in G3:
[4] twitter.com

Top Domains in Tweet in G4:
[19] co.kr
[4] twitter.com
[2] ischools.org
[2] c-ischools.org
[1] qq.com
[1] fhgr.ch

Top Domains in Tweet in G5:
[5] uw.edu

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

Top Domains in Tweet in G7:
[1] sociotech.net
[1] twitter.com

Top Domains in Tweet in G8:
[1] sjsu.edu
[1] discovertext.com

Top Domains in Tweet in G9:
[5] ischools.org
[2] rutgers.edu
[2] twitter.com
[1] ow.ly
[1] infoseeking.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[57] iconf21
[18] ischools
[8] rusci
[8] ifederation
[5] ischool
[5] delhifightscorona
[5] datalibs
[5] medlibs
[5] scoocs
[4] delhischools



Top Hashtags in Tweet in G1:
[8] ifederation
[7] iconf21
[1] healthinformatics
[1] visualdesign
[1] datascience
[1] ischools
[1] scoocs
[1] scoocsevents
[1] flashscitalks
[1] elsevier

Top Hashtags in Tweet in G2:
[31] iconf21
[10] ischools
[5] datalibs
[5] medlibs
[4] scoocs
[4] ischoolui
[3] virtualevents
[2] onlineevents
[1] curation
[1] scoocsevents

Top Hashtags in Tweet in G3:
[1] iconf21

Top Hashtags in Tweet in G4:
[1] iconf21
[1] surveillance

Top Hashtags in Tweet in G5:
[3] astroturfing
[2] disinformation

Top Hashtags in Tweet in G7:
[10] iconf21

Top Hashtags in Tweet in G8:
[1] sjsu
[1] ischool

Top Hashtags in Tweet in G9:
[8] rusci
[5] iconf21
[1] researchwednesday
[1] ischools
[1] uw
[1] ischool
[1] award2021
[1] infoseeki
[1] sciproud

Top Hashtags in Tweet in G10:
[1] iconf21

Top Words
Top Words in Tweet in Entire Graph:
[184] ischools
[96] gt
[53] iconf
[52] #iconf21
[48] information
[37] march
[37] join
[36] critical
[34] 2021
[30] क

Top Words in Tweet in G1:
[56] ischools
[18] iesanda
[18] chair
[18] elect
[16] alisehq
[15] information
[15] march
[14] simmonsslis
[13] 2021
[12] erdelez

Top Words in Tweet in G2:
[27] #iconf21
[27] iconf
[15] uazischool
[10] congratulations
[10] #ischools
[9] information
[9] register
[9] ischools
[8] margaret
[8] keynote

Top Words in Tweet in G3:
[31] ischools
[25] courses
[24] management
[24] ameliangibson
[23] folks
[22] mls
[22] degrees
[22] etc
[22] cover
[22] institutional

Top Words in Tweet in G4:
[95] gt
[19] lt
[19] 출처
[7] ischools
[6] 대출
[3] die
[2] 금리
[2] swim
[2] tonight
[2] tigers

Top Words in Tweet in G5:
[15] cleary
[14] uw_ischool
[13] michelle
[13] martin
[13] beverly
[12] wrote
[12] tribute
[12] martinmiabc
[11] current
[11] professor

Top Words in Tweet in G6:
[17] ischools
[15] mlis
[15] programs
[12] enough
[11] docdre
[11] man
[11] come
[11] came
[11] know
[11] library

Top Words in Tweet in G7:
[21] critical
[15] join
[15] futures
[15] exploring
[13] ischools
[10] meganthreats
[10] tomorrow
[10] tuesday
[10] march
[10] 30th

Top Words in Tweet in G8:
[10] faculty
[7] sjsuischool
[7] dr
[7] patricia
[7] franks
[7] debbie
[7] faires
[7] both
[7] longtime
[7] members

Top Words in Tweet in G9:
[15] ischools
[12] souvick
[11] runner
[10] ghosh
[10] dissertation
[9] 2021
[9] doctoral
[9] award
[8] #rusci
[8] ph

Top Words in Tweet in G10:
[6] mlis
[6] student
[6] dam
[6] curious
[6] need
[6] practicum
[6] hours
[6] consider
[6] joining
[6] flexible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] gt,gt
[23] folks,ischools
[23] ischools,mls
[23] mls,degrees
[23] degrees,etc
[23] etc,management
[23] management,courses
[23] courses,cover
[23] cover,institutional
[22] march,30th

Top Word Pairs in Tweet in G1:
[18] chair,elect
[10] elect,ischools
[9] march,30th
[8] sanda,erdelez
[8] #ifederation,members
[8] members,alisehq
[8] alisehq,asist_org
[8] asist_org,ischools
[7] excited,take
[7] take,service

Top Word Pairs in Tweet in G2:
[8] uarizona,uazischool
[7] iconf,#iconf21
[5] presentation,guidelines
[5] uazischool,uarizona
[5] uazischool,students
[5] students,riley
[5] riley,zuckert
[5] zuckert,katie
[5] katie,ferencik
[5] ferencik,received

Top Word Pairs in Tweet in G3:
[22] folks,ischools
[22] ischools,mls
[22] mls,degrees
[22] degrees,etc
[22] etc,management
[22] management,courses
[22] courses,cover
[22] cover,institutional
[21] ameliangibson,folks
[21] institutional,organizatio

Top Word Pairs in Tweet in G4:
[38] gt,gt
[19] gt,lt
[19] lt,출처
[19] 출처,gt
[2] 금리,gt

Top Word Pairs in Tweet in G5:
[13] michelle,martin
[13] beverly,cleary
[12] martin,martinmiabc
[11] martinmiabc,current
[11] current,beverly
[11] cleary,professor
[11] professor,children
[11] children,youth
[11] youth,services
[11] services,wrote

Top Word Pairs in Tweet in G6:
[15] mlis,programs
[11] docdre,man
[11] man,enough
[11] enough,come
[11] come,mlis
[11] programs,came
[11] came,ischools
[11] ischools,know
[11] know,library
[11] library,information

Top Word Pairs in Tweet in G7:
[15] critical,futures
[15] futures,exploring
[10] join,tomorrow
[10] tomorrow,tuesday
[10] tuesday,march
[10] march,30th
[10] 30th,30pm
[10] 30pm,ischools
[10] ischools,#iconf21
[10] #iconf21,critical

Top Word Pairs in Tweet in G8:
[7] dr,patricia
[7] patricia,franks
[7] franks,debbie
[7] debbie,faires
[7] faires,both
[7] both,longtime
[7] longtime,faculty
[7] faculty,members
[7] members,school
[7] school,information

Top Word Pairs in Tweet in G9:
[10] souvick,ghosh
[9] dissertation,award
[8] ghosh,ph
[8] ph,20
[8] named,runner
[8] runner,2021
[8] doctoral,dissertation
[7] ischools,doctoral
[7] people,talk
[7] talk,data

Top Word Pairs in Tweet in G10:
[6] mlis,student
[6] student,dam
[6] dam,curious
[6] curious,need
[6] need,practicum
[6] practicum,hours
[6] hours,consider
[6] consider,joining
[6] joining,flexible
[6] flexible,remote

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@ameliangibson
@uw_ischool
@iesanda
@simmonsslis
@meganthreats
@docdre
@martinmiabc
@christianlamb

Top Mentioned in G1:
@ischools
@iesanda
@simmonsslis
@iconf
@alisehq
@asist_org
@imvicnz
@geoffwaltonilit
@doctoralseminar
@fialajakub

Top Mentioned in G2:
@iconf
@uazischool
@ischools
@uarizona
@the_rdmla
@mrsmrs_phd
@w
@samsung
@lhind_dlh
@sigsdatacom

Top Mentioned in G3:
@ameliangibson
@amelia_acker
@alise_equity
@meganthreats
@ischools
@christianlamb
@docdre
@archivalflip
@nthylstrup
@caitmckinney

Top Mentioned in G5:
@uw_ischool
@martinmiabc
@tanmit
@deptofdefense
@infoseeking1
@litslibrarian
@tanmi

Top Mentioned in G6:
@docdre
@christianlamb
@inaljnaomi

Top Mentioned in G7:
@meganthreats
@ischools
@drjenpierre
@iconf
@greene_dm
@drbrittparis
@dude_crooks
@irenepasquetto
@michiganesc
@stacyewood

Top Mentioned in G8:
@sjsuischool
@discovertext
@librarycongress
@ischools
@ischoolsu
@uw_ischool
@uwmadischool
@ischoolui
@uclais

Top Mentioned in G9:
@iconf
@rutgerscomminfo
@infoseeking1
@ohmyghosh_
@chirag_shah
@ischools
@rutgersnb
@meganthreats
@sjsu

Top Mentioned in G10:
@musebrarian
@ischools
@meganthreats
@corningmuseum

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@timesofindia
@ml_tweet_bot
@muntaziraapka
@epuujee
@hereiam65094900
@godfrey_g_
@librariesval
@margymaclibrary
@m_adil80

Top Tweeters in G1:
@godfrey_g_
@cpltalk
@orcunmadran
@lisresearch
@georgiatech
@simmonsslis
@asist_org
@fialajakub
@eueugeniania
@crhinesmith

Top Tweeters in G2:
@datasciencebot_
@heiseonline
@iinoo_okei
@real_person_dh
@uarizona
@umsi
@botlabhd
@ummamuseum
@ischoolui
@joseph_winberry

Top Tweeters in G3:
@yo_bj
@anuncivilphd
@metageeky
@wholenewedu
@polypantransman
@jsench
@pnwwonderwoman
@ameliangibson
@stacksandranges
@mjingle

Top Tweeters in G4:
@beastlibrarian
@cbenstevenson
@nkrabben
@lis_grievances
@spoblin
@fh_graubuenden
@jesspater
@newmedialaw
@class_redmmlib
@princetongbball

Top Tweeters in G5:
@james3neal
@williamslauram
@deptofdefense
@rdlankes
@uw_ischool
@eliganrood
@bibliorogue
@uwitnews
@maraebrarian
@melissa1776

Top Tweeters in G6:
@librariesval
@docdre
@inaljnaomi
@zzcollier
@raforall
@loislibrarian
@darkliterata
@megan_e_riley
@thaayantu
@amyrevo

Top Tweeters in G7:
@tetisheri
@msnegin
@tamigraph
@greene_dm
@dude_crooks
@adamkriesberg
@irenepasquetto
@stacyewood
@meganthreats
@drbrittparis

Top Tweeters in G8:
@vrvalicento
@ischoolsu
@librarycongress
@an_almaadeed
@discovertext
@sjsuischool
@uwmadischool
@leemcknight
@alascsjsu
@asmamalkawi

Top Tweeters in G9:
@ml_tweet_bot
@epuujee
@discriminantbot
@rutgerscomminfo
@rutgersu
@sjsu
@ssekittof
@damiandata1
@rutgersnb
@chirag_shah

Top Tweeters in G10:
@margymaclibrary
@lisalibrarian
@simontanner
@mrlindner
@corningmuseum
@musebrarian
@spellboundblog
@jonhawkins
@libskrat
@lakeswimmmer