iSchools, Twitter, 5/27/2021 5:54:23 AM, 255605


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iSchools_2021-05-26_20-33-36.xlsx
iSchools_2021-05-26_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2021
Short Description:
iSchools via NodeXL https://bit.ly/34jRyTZ
@ischools
@iconf
@ameliangibson
@techedvocate
@uw_ischool
@uazischool
@mbbassdrlib
@discovertext
@rutgerscomminfo
@onewordbook1

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

Description:
Description
The graph represents a network of 303 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, 27 May 2021 at 03:34 UTC.

The requested start date was Thursday, 27 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 85-day, 15-hour, 10-minute period from Monday, 01 March 2021 at 13:23 UTC to Wednesday, 26 May 2021 at 04:34 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 : 303
Unique Edges : 299
Edges With Duplicates : 383
Total Edges : 682
Number of Edge Types : 5
Replies to : 27
Mentions : 197
Tweet : 59
Retweet : 151
MentionsInRetweet : 248
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0741687979539642
Reciprocated Edge Ratio : 0.138095238095238
Connected Components : 45
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 204
Maximum Edges in a Connected Component : 560
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.606217
Graph Density : 0.00458986295980591
Modularity : 0.495754
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 303 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, 27 May 2021 at 03:34 UTC.

The requested start date was Thursday, 27 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 85-day, 15-hour, 10-minute period from Monday, 01 March 2021 at 13:23 UTC to Wednesday, 26 May 2021 at 04:34 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:
[4] https://ischools.org/Registration
[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
[3] https://ischools.org/News/10134088
[2] https://www.alise.org/alise---pratt-severn-faculty-innovation-award
[2] https://comminfo.rutgers.edu/news/souvick-ghosh-phd20-named-2021-ischools-doctoral-dissertation-award-runner
[2] https://www.c-ischools.org/enroll/kindergarten

Top URLs in Tweet in G1:
[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/Jobs
[1] https://ischools.org/Members
[1] https://ischools.org/Registration
[1] https://twitter.com/iconf/status/1365680589249118212
[1] https://www.learningeconomy.io/rsvp/aplabseminar
[1] https://twitter.com/SJSUiSchool/status/1385272434916413441
[1] https://ischools.org/News/10412892

Top URLs in Tweet in G2:
[2] https://ischools.org/Registration
[2] https://ischools.org/News/10200725
[2] https://ischools.org/2021-agenda
[1] https://ischools.org/Awards#full
[1] https://ischools.org/Keynote-Speakers
[1] https://twitter.com/i/web/status/1372136881425543172
[1] https://youtu.be/qVKB7Y3VO7A
[1] https://twitter.com/i/web/status/1375482227967004672
[1] https://twitter.com/i/web/status/1371848762256134156
[1] https://twitter.com/i/web/status/1374744619922120704

Top URLs in Tweet in G3:
[1] https://www.c-ischools.org/bluejacket-broadcast
[1] https://helagss.ischools.co.kr/
[1] https://bpjxvxl.ischools.co.kr/
[1] https://twitter.com/i/web/status/1369337706505932801
[1] https://mp.weixin.qq.com/s/5mu5QG3GEllV29N5y8OHPA
[1] https://trjuee.ischools.co.kr/
[1] https://blog.fhgr.ch/blog/ischools-verbund/
[1] https://byeysh.ischools.co.kr/
[1] https://nbxx.ischools.co.kr/
[1] https://zunus.ischools.co.kr/

Top URLs in Tweet in G4:
[1] https://twitter.com/mbbassdrlib/status/1397242654052732931
[1] https://ischool.sjsu.edu/news/retiring-faculty-reflect-ischools-embrace-new-technologies
[1] https://www.discovertext.com/Workshops

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1387809122062569474
[1] https://twitter.com/i/web/status/1372365756231483396

Top URLs in Tweet in G6:
[2] https://ischools.org/News/10412892
[1] https://twitter.com/i/web/status/1396730857763844098
[1] https://twitter.com/i/web/status/1388183594389082119
[1] https://youtu.be/NsNA4KaEHoo

Top URLs in Tweet in G7:
[1] http://www.theedadvocate.org/the-awards-process/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1392877680442310656
[1] https://twitter.com/i/web/status/1384634587574243329
[1] https://twitter.com/UArizonaSBS/status/1394684009033068547

Top URLs in Tweet in G9:
[3] https://ischool.uw.edu/news/2021/03/tribute-beverly-cleary-ischools-michelle-martin

Top URLs in Tweet in G10:
[2] https://ischool.umd.edu/news/ischools-new-interest-group-explores-advancements-search-mastery-and-education

Top Domains
Top Domains in Tweet in Entire Graph:
[35] twitter.com
[25] ischools.org
[16] co.kr
[7] c-ischools.org
[3] shareaholic.com
[3] memberclicks.net
[3] uw.edu
[2] alise.org
[2] rutgers.edu
[2] umd.edu

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

Top Domains in Tweet in G2:
[9] ischools.org
[8] twitter.com
[1] youtu.be
[1] scoocs.co

Top Domains in Tweet in G3:
[16] co.kr
[3] twitter.com
[1] c-ischools.org
[1] qq.com
[1] fhgr.ch

Top Domains in Tweet in G4:
[1] twitter.com
[1] sjsu.edu
[1] discovertext.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] ischools.org
[1] youtu.be

Top Domains in Tweet in G7:
[1] theedadvocate.org

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

Top Domains in Tweet in G9:
[3] uw.edu

Top Domains in Tweet in G10:
[2] umd.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] iconf21
[17] ischools
[8] rusci
[8] ifederation
[5] delhifightscorona
[5] datalibs
[5] medlibs
[4] criticalpedagogysymposium
[4] ischool
[4] delhischools



Top Hashtags in Tweet in G1:
[13] iconf21
[8] ifederation
[3] informationscience
[3] technology
[3] engineering
[1] healthinformatics
[1] visualdesign
[1] datascience
[1] ischools
[1] ischoolsmovement

Top Hashtags in Tweet in G2:
[23] iconf21
[8] ischools
[5] datalibs
[5] medlibs
[4] ischoolui
[3] scoocs
[3] virtualevents
[2] onlineevents
[1] curation
[1] flashscitalks

Top Hashtags in Tweet in G4:
[1] iconf21
[1] sjsu
[1] ischool

Top Hashtags in Tweet in G5:
[1] iconf21
[1] libraryjob

Top Hashtags in Tweet in G6:
[1] flashscitalks
[1] elsevier
[1] ischool
[1] library
[1] iconference2021

Top Hashtags in Tweet in G8:
[3] ischools
[2] congratulations
[2] graduates
[1] datascience
[1] womeninscience
[1] universityofarizona
[1] rockstars
[1] thisishowwedoit
[1] datablitz
[1] colloquium

Top Hashtags in Tweet in G10:
[1] umdischool

Top Words
Top Words in Tweet in Entire Graph:
[144] ischools
[80] gt
[43] information
[39] iconf
[38] critical
[38] join
[37] #iconf21
[33] 2021
[31] march
[30] क

Top Words in Tweet in G1:
[41] ischools
[21] march
[21] critical
[19] join
[19] 30th
[18] exploring
[16] alisehq
[15] futures
[12] #iconf21
[10] information

Top Words in Tweet in G2:
[19] #iconf21
[18] iconf
[8] #ischools
[7] professor
[7] keynote
[7] sessions
[7] ischools
[7] the_rdmla
[6] miss
[6] margaret

Top Words in Tweet in G3:
[80] gt
[16] lt
[15] 출처
[8] ì
[5] 대출
[4] ischools
[3] die
[2] tigers
[2] class
[2] ë

Top Words in Tweet in G4:
[9] faculty
[8] sjsuischool
[7] dr
[7] patricia
[7] franks
[7] debbie
[7] faires
[7] both
[7] longtime
[7] members

Top Words in Tweet in G5:
[20] ischools
[16] mlis
[16] programs
[13] enough
[12] docdre
[12] man
[12] come
[12] came
[12] know
[12] library

Top Words in Tweet in G6:
[24] ischools
[18] iesanda
[16] chair
[16] elect
[14] simmonsslis
[11] congratulations
[10] erdelez
[9] director
[9] sanda
[8] slis

Top Words in Tweet in G8:
[19] uazischool
[8] uarizona
[6] place
[6] data
[5] students
[5] riley
[5] zuckert
[5] katie
[5] ferencik
[5] received

Top Words in Tweet in G9:
[15] cleary
[13] michelle
[13] martin
[13] beverly
[12] wrote
[12] tribute
[12] martinmiabc
[11] uw_ischool
[11] current
[11] professor

Top Words in Tweet in G10:
[9] search
[5] mastery
[4] education
[3] interest
[3] group
[3] accessible
[3] environment
[2] ischoolumd
[2] umdresearch
[2] those

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] gt,gt
[22] march,30th
[21] critical,futures
[19] futures,exploring
[18] chair,elect
[16] gt,lt
[16] mlis,programs
[15] lt,출처
[15] 출처,gt
[13] school,information

Top Word Pairs in Tweet in G1:
[19] march,30th
[15] critical,futures
[15] futures,exploring
[10] join,tomorrow
[10] tomorrow,tuesday
[10] tuesday,march
[10] 30th,30pm
[10] 30pm,ischools
[10] ischools,#iconf21
[10] #iconf21,critical

Top Word Pairs in Tweet in G2:
[5] lee,dirks
[5] dirks,award
[5] iconf,#iconf21
[5] studio,collegare
[4] congratulations,#ischoolui
[4] #ischoolui,assistant
[4] assistant,professor
[4] professor,madelyn
[4] madelyn,sanfilippo
[4] sanfilippo,mrsmrs_phd

Top Word Pairs in Tweet in G3:
[32] gt,gt
[16] gt,lt
[15] lt,출처
[15] 출처,gt
[4] ì,ì

Top Word Pairs in Tweet in G4:
[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 G5:
[16] mlis,programs
[12] docdre,man
[12] man,enough
[12] enough,come
[12] come,mlis
[12] programs,came
[12] came,ischools
[12] ischools,know
[12] know,library
[12] library,information

Top Word Pairs in Tweet in G6:
[16] chair,elect
[10] elect,ischools
[7] excited,take
[7] take,service
[7] service,responsibilities
[7] responsibilities,chair
[7] ischools,organization
[7] organization,123
[7] 123,academic
[7] sanda,erdelez

Top Word Pairs in Tweet in G8:
[8] uarizona,uazischool
[5] uazischool,students
[5] students,riley
[5] riley,zuckert
[5] zuckert,katie
[5] katie,ferencik
[5] ferencik,received
[5] received,1st
[5] 1st,2nd
[5] 2nd,place

Top Word Pairs in Tweet in G9:
[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 G10:
[5] search,mastery
[3] interest,group
[3] accessible,environment
[2] environment,those
[2] those,interested
[2] interested,search
[2] mastery,search
[2] search,education
[2] education,search
[2] search,behavior

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

Top Mentioned in G1:
@ischools
@meganthreats
@alisehq
@asist_org
@iconf
@imvicnz
@drjenpierre
@greene_dm
@drbrittparis
@dude_crooks

Top Mentioned in G2:
@iconf
@ischools
@mrsmrs_phd
@the_rdmla
@samsung
@lhind_dlh
@sigsdatacom
@scoocsevents
@ischoolui

Top Mentioned in G4:
@sjsuischool
@uwmadischool
@ischoolsu
@uw_ischool
@ischoolui
@ischools
@simmonsslis
@uwmsois
@prattischool
@iconf

Top Mentioned in G5:
@docdre
@christianlamb
@inaljnaomi
@alise_equity
@meganthreats
@ischools

Top Mentioned in G6:
@iesanda
@simmonsslis
@ischools
@annzgabriel
@iconf
@crhinesmith
@annmgraf
@mariedj17
@litslibrarian
@tangr

Top Mentioned in G7:
@ireavaservices
@isams
@isas_online
@conquerorstechs
@ischools
@ispringpro
@jackrabbittech
@jamfsoftware
@jisc
@jischool_in

Top Mentioned in G8:
@uazischool
@uarizona
@w
@iconf
@peterjansen_ai
@zlkatz
@widstucson
@jamiealee2013
@ischools
@uarizonasbs

Top Mentioned in G9:
@martinmiabc
@uw_ischool
@litslibrarian

Top Mentioned in G10:
@ischoolumd
@umdresearch
@karikraus
@umdlibraries
@jpwritershouse
@ischools
@umdcollegeofed
@merrillcollege

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@techedvocate
@timesofindia
@muntaziraapka
@godfrey_g_
@hereiam65094900
@margymaclibrary
@m_adil80
@datasciencebot_
@vrvalicento

Top Tweeters in G1:
@godfrey_g_
@tetisheri
@cpltalk
@lisresearch
@msnegin
@asist_org
@tamigraph
@greene_dm
@profwinikoff
@ala_acrl

Top Tweeters in G2:
@heiseonline
@iinoo_okei
@real_person_dh
@botlabhd
@ummamuseum
@ischoolui
@samsung
@iogburu
@umichmsp
@phdischoolsu

Top Tweeters in G3:
@beastlibrarian
@cbenstevenson
@av_rose_ev
@lis_grievances
@fh_graubuenden
@class_redmmlib
@princetongbball
@gfjya7hgxco
@zm7o1hyfj9h
@koedcmkplqj

Top Tweeters in G4:
@vrvalicento
@ischoolsu
@umsi
@mbbassdrlib
@an_almaadeed
@discovertext
@sjsuischool
@uwmadischool
@prattischool
@leemcknight

Top Tweeters in G5:
@docdre
@inaljnaomi
@zzcollier
@raforall
@loislibrarian
@ameliangibson
@darkliterata
@megan_e_riley
@thaayantu
@amyrevo

Top Tweeters in G6:
@georgiatech
@simmonsslis
@crhinesmith
@annmgraf
@aktokyo
@elainemartin2
@mariedj17
@wendyamross
@iesanda
@cathy2cool

Top Tweeters in G7:
@techedvocate
@jisc
@jamfsoftware
@ispringpro
@jzerosolutions
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix
@isas_online

Top Tweeters in G8:
@datasciencebot_
@uarizona
@jamiealee2013
@zlkatz
@uarizonasbs
@peterjansen_ai
@adrianapicoral
@uazischool
@rileyzuckert
@sbsmxinitiative

Top Tweeters in G9:
@james3neal
@williamslauram
@rdlankes
@uw_ischool
@eliganrood
@bibliorogue
@maraebrarian
@melissa1776
@peterfields2
@sam_not_kevin

Top Tweeters in G10:
@merrillcollege
@umdresearch
@karikraus
@ischoolumd
@umdlibraries
@umdenglish
@umdcollegeofed
@onewordbook1
@jpwritershouse


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