iSchools, Twitter, 11/22/2019 4:27:10 PM, 217042


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iSchools_2019-11-22_06-34-20.xlsx
iSchools_2019-11-22_06-34-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2019
Short Description:
iSchools via NodeXL http://bit.ly/37uuPox
@ischools
@arjun_sanyal
@iconf
@i3program
@iconfstudent
@ischoolumd
@sslisischool
@ischoolsu
@oslomet_abi
@lisresearch

Top hashtags:
#iconf20
#ischools
#sweden
#iconference2020
#ischoolsworldwide
#iconf2020
#hci
#information

Description:
Description
The graph represents a network of 252 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 Friday, 22 November 2019 at 14:34 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 80-day, 11-hour, 6-minute period from Sunday, 01 September 2019 at 12:02 UTC to Wednesday, 20 November 2019 at 23:08 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 : 252
Unique Edges : 343
Edges With Duplicates : 180
Total Edges : 523
Number of Edge Types : 3
Mentions : 423
Tweet : 64
Replies to : 36
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0494186046511628
Reciprocated Edge Ratio : 0.0941828254847645
Connected Components : 43
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 138
Maximum Edges in a Connected Component : 379
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.747886
Graph Density : 0.0057073294125087
Modularity : 0.54449
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 252 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 Friday, 22 November 2019 at 14:34 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 80-day, 11-hour, 6-minute period from Sunday, 01 September 2019 at 12:02 UTC to Wednesday, 20 November 2019 at 23:08 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:
[13] https://ischools.org/Student-Symposium
[9] https://twitter.com/evamen/status/1180433911488352256
[9] https://ischools.org/iConference
[8] https://ischools.org/2020-Registration
[6] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[4] https://ischools.org/Full-Research-Papers
[4] https://ischools.org/Jobs
[2] http://lingvi.st/
[2] https://ischools.org/News/8129816
[2] https://twitter.com/iConfStudent/status/1183658906293358592

Top URLs in Tweet in G1:
[9] https://twitter.com/evamen/status/1180433911488352256
[4] https://ischools.org/iConference
[3] https://ischools.org/Jobs
[2] https://ischools.org/Student-Symposium
[2] https://news.sky.com/story/why-are-people-protesting-in-hong-kong-11778604
[1] http://lingvi.st/
[1] https://ischools.org/Early-Career-Colloquium
[1] https://twitter.com/i/web/status/1193976019293818881
[1] https://ischools.org/2020-Registration
[1] https://twitter.com/i/web/status/1174246414387482626

Top URLs in Tweet in G2:
[11] https://ischools.org/Student-Symposium
[7] https://ischools.org/2020-Registration
[4] https://ischools.org/Full-Research-Papers
[2] https://ischools.org/iConference/
[2] https://ischools.org/iConference
[1] http://lingvi.st/
[1] https://ischools.org/Visions
[1] https://ischools.org/Sessions-for-Interaction-and-Engagement
[1] https://ischools.org/Posters
[1] https://ischools.org/Early-Career-Colloquium

Top URLs in Tweet in G3:
[1] https://ischool.syr.edu/stories/open-arms-for-undergraduate-and-masters-student-research-at-the-ischool/
[1] https://americanlibrariesmagazine.org/2019/05/20/trends-in-library-school-accreditation/
[1] https://twitter.com/i/web/status/1184139374193205249
[1] https://twitter.com/i/web/status/1190236791770624007
[1] https://twitter.com/i/web/status/1186233846183976960

Top URLs in Tweet in G4:
[2] http://ischools.org/the-iconference/
[1] https://twitter.com/smbrms/status/1168642421271552012
[1] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[1] http://www.forbes.com/home_usa/
[1] https://twitter.com/i/web/status/1169930035270230018
[1] https://twitter.com/i/web/status/1174721791119376384
[1] https://www.kmov.com/news/year-old-boy-dies-from-injuries-after-fight-at-middle/article_efc4f1ba-d44a-5367-9aa2-b557f20581f4.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://twitter.com/i/web/status/1177281566860632065
[1] https://www.c-ischools.org/school/community-ed/katie-mcmahon-celtic-christmas?platform=hootsuite
[1] https://twitter.com/i/web/status/1133053753362452480

Top URLs in Tweet in G5:
[5] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[1] https://ischools.org/page-8689/BlogPost/4899511/7852221
[1] https://ischools.org/News/7852221
[1] https://twitter.com/i/web/status/1173727020112461824
[1] https://twitter.com/i/web/status/1173488217812869122
[1] https://ischools.org/iConference

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1194159838814703616
[1] https://twitter.com/i/web/status/1180808432917630977

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1170882719846453249
[1] https://twitter.com/i/web/status/1180822710617804800

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1195465423975661569
[1] https://twitter.com/kbeswick/status/1184115135188733954

Top URLs in Tweet in G10:
[1] https://ischool.uw.edu/news/2019/09/ischools-wobbrock-honored-accessibility-work-mobile-touch-screens

Top Domains
Top Domains in Tweet in Entire Graph:
[59] ischools.org
[51] twitter.com
[6] umd.edu
[2] lingvi.st
[2] c-ischools.org
[2] sky.com
[1] boras.com
[1] syr.edu
[1] americanlibrariesmagazine.org
[1] paper.li

Top Domains in Tweet in G1:
[19] twitter.com
[15] ischools.org
[2] sky.com
[1] lingvi.st
[1] illinois.edu
[1] paper.li
[1] arizona.edu

Top Domains in Tweet in G2:
[32] ischools.org
[2] twitter.com
[1] lingvi.st
[1] boras.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] syr.edu
[1] americanlibrariesmagazine.org

Top Domains in Tweet in G4:
[7] twitter.com
[4] ischools.org
[2] c-ischools.org
[1] umd.edu
[1] forbes.com
[1] kmov.com
[1] acrl.org

Top Domains in Tweet in G5:
[5] umd.edu
[3] ischools.org
[2] twitter.com

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

Top Domains in Tweet in G7:
[2] twitter.com

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

Top Domains in Tweet in G10:
[1] uw.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] iconf20
[29] ischools
[13] sweden
[11] iconference2020
[11] ischoolsworldwide
[9] iconf2020
[8] hci
[7] information
[5] student
[4] iconference



Top Hashtags in Tweet in G1:
[17] iconf20
[13] ischools
[8] ischoolsworldwide
[5] sweden
[5] iconference2020
[3] student
[2] borås
[2] iconference
[2] information
[2] ischoolsnews

Top Hashtags in Tweet in G2:
[61] iconf20
[8] ischools
[7] sweden
[5] iconference2020
[4] information
[3] ischoolsworldwide
[2] borås
[2] ischoolsnews
[2] student
[1] hiring

Top Hashtags in Tweet in G3:
[4] citylis
[2] iconf20

Top Hashtags in Tweet in G4:
[3] ischools
[2] alise19
[1] libraries
[1] mlis
[1] privacy
[1] librarians
[1] dcmi2019
[1] libraryfetish
[1] openaccess
[1] critlib

Top Hashtags in Tweet in G5:
[3] privacy
[3] libraries
[2] iconf20
[1] umdischool
[1] fearlessideas

Top Hashtags in Tweet in G6:
[1] مركز_مصادر_التعلم
[1] مصادر_التعلم
[1] تقنيات_التعليم
[1] اخصائي_مصادر_التعلم

Top Hashtags in Tweet in G8:
[9] iconf2020

Top Hashtags in Tweet in G10:
[8] hci

Top Words
Top Words in Tweet in Entire Graph:
[237] Words in Sentiment List#1: Positive
[64] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[6545] Non-categorized Words
[6846] Total Words
[141] ischools
[94] #iconf20
[78] iconf
[76] research
[46] information

Top Words in Tweet in G1:
[44] ischools
[24] know
[20] information
[17] iconf
[17] #iconf20
[14] professionals
[14] uc3m_ischool
[13] #ischools
[13] world
[12] research

Top Words in Tweet in G2:
[61] #iconf20
[49] iconf
[40] research
[31] ischools
[27] share
[23] borås
[20] deadline
[20] bachelor
[19] papers
[18] 23

Top Words in Tweet in G3:
[6] ischools
[5] research
[4] students
[4] continually
[4] impressed
[4] curricula
[4] top
[4] such
[4] #citylis
[4] deep

Top Words in Tweet in G4:
[10] ischools
[6] lis
[5] access
[4] students
[4] university
[3] #ischools
[3] information
[3] science
[3] programs
[3] technology

Top Words in Tweet in G5:
[13] ischools
[8] keithmarzullo
[7] ubcischool
[6] science
[5] article
[5] asist_org
[5] ischoolumd
[4] forbes
[4] privacy
[4] freundlu

Top Words in Tweet in G6:
[6] حارثة
[4] ict_om
[4] omanischools
[3] قارئ
[3] مركز
[3] مصادر
[3] التعلم
[3] بمدرسة
[3] بن
[3] النعمان

Top Words in Tweet in G7:
[4] ischools
[3] docdre
[3] ameliangibson
[3] lisalibrarian
[3] boomer
[3] academics
[3] birthed
[3] definitely
[3] abandoned
[3] libraries

Top Words in Tweet in G8:
[10] projects
[9] proud
[9] announce
[9] record
[9] breaking
[9] ten
[9] i3
[9] teams
[9] presenting
[9] research

Top Words in Tweet in G9:
[5] ischools
[4] love
[3] uclais
[3] program
[3] amazing
[3] please
[3] share
[3] students
[3] loved
[3] opportunity

Top Words in Tweet in G10:
[8] ischool's
[8] wobbrockjo
[8] alumni
[8] won
[8] sigaccess
[8] assets
[8] paper
[8] impact
[8] award
[8] big

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] bachelor,master
[21] master,students
[21] october,15
[20] student,symposium
[19] share,research
[18] #iconf20,submit
[17] full,short
[17] short,research
[14] information,professionals
[14] #iconf20,borås

Top Word Pairs in Tweet in G1:
[14] information,professionals
[11] know,ischools
[11] ischools,uc3m_ischool
[10] world,needs
[10] needs,information
[10] professionals,know
[9] evamen,world
[7] chair,elect
[5] borås,#sweden
[5] join,congratulating

Top Word Pairs in Tweet in G2:
[15] share,research
[15] bachelor,master
[15] master,students
[15] october,15
[15] student,symposium
[13] #iconf20,submit
[13] full,short
[13] short,research
[12] #iconf20,borås
[11] submit,application

Top Word Pairs in Tweet in G3:
[4] continually,impressed
[4] impressed,curricula
[4] curricula,top
[4] top,ischools
[4] ischools,such
[4] such,#citylis
[4] #citylis,deep
[4] deep,engagement
[4] engagement,contemporary
[3] listening,observing

Top Word Pairs in Tweet in G4:
[2] information,science
[2] open,access
[2] access,policies
[2] policies,affect
[2] affect,access
[2] access,grey
[2] grey,literature
[2] literature,university
[2] university,digital
[2] digital,repositories

Top Word Pairs in Tweet in G5:
[6] ischools,ubcischool
[5] asist_org,ischools
[4] forbes,article
[3] start,addressing
[3] addressing,climate
[3] climate,crisis
[3] crisis,information
[3] information,science
[3] science,asist_org
[3] umd,ischool

Top Word Pairs in Tweet in G6:
[3] قارئ,حارثة
[3] حارثة,مركز
[3] مركز,مصادر
[3] مصادر,التعلم
[3] التعلم,بمدرسة
[3] بمدرسة,حارثة
[3] حارثة,بن
[3] بن,النعمان
[3] النعمان,mct_edu
[3] mct_edu,ict_om

Top Word Pairs in Tweet in G7:
[3] docdre,ameliangibson
[3] ameliangibson,lisalibrarian
[3] lisalibrarian,boomer
[3] boomer,academics
[3] academics,birthed
[3] birthed,ischools
[3] ischools,definitely
[3] definitely,abandoned
[3] abandoned,libraries
[2] rybesh,docdre

Top Word Pairs in Tweet in G8:
[9] proud,announce
[9] announce,record
[9] record,breaking
[9] breaking,ten
[9] ten,i3
[9] i3,teams
[9] teams,presenting
[9] presenting,research
[9] research,projects
[9] projects,#iconf2020

Top Word Pairs in Tweet in G9:
[3] program,amazing
[3] amazing,please
[3] please,share
[3] share,ischools
[3] ischools,students
[3] students,loved
[3] loved,opportunity
[2] miriamkp,marijel_melo
[2] marijel_melo,uclais
[2] uclais,love

Top Word Pairs in Tweet in G10:
[8] ischool's,wobbrockjo
[8] wobbrockjo,alumni
[8] alumni,won
[8] won,sigaccess
[8] sigaccess,assets
[8] assets,paper
[8] paper,impact
[8] impact,award
[8] award,big
[8] big,one

Top Replied-To
Top Replied-To in Entire Graph:
@ischools
@utksis
@mdesjardin
@quinnanya
@freundlu
@i3program
@redria_
@miriamkp
@adr
@zanders

Top Replied-To in G1:
@iconf
@i3program
@utksis
@ischools
@uaschoolofinfo
@bschlenker

Top Replied-To in G2:
@ischools

Top Replied-To in G5:
@freundlu
@utksis
@keithmarzullo

Top Replied-To in G6:
@fat0062

Top Replied-To in G7:
@holden
@asbruckman
@docdre

Top Replied-To in G9:
@miriamkp

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@iconfstudent
@uc3m_ischool
@evamen
@asist_org
@i3program
@wobbrockjo
@keithmarzullo
@lisresearch

Top Mentioned in G1:
@ischools
@iconf
@uc3m_ischool
@evamen
@utksis
@ibi_hu
@unisiegen
@uc3m
@iconfstudent

Top Mentioned in G2:
@iconf
@ischools
@iconfstudent
@lisresearch
@uitromso
@springernature
@springe
@rutgerscomminfo
@emeraldglobal

Top Mentioned in G3:
@ischoolsu
@marcforster18
@asist_org
@ischools
@ischoolui
@iconf
@profjsg
@jeffhemsley
@phdischoolsu
@mseadle

Top Mentioned in G4:
@publishgreylit

Top Mentioned in G5:
@ischools
@keithmarzullo
@ubcischool
@asist_org
@ischoolumd
@freundlu
@james3neal
@iconf

Top Mentioned in G6:
@ict_om
@omanischools
@mct_edu
@muscat2222
@omanlibrary
@younishooti
@moe_forum
@taqniyat_sb

Top Mentioned in G7:
@ameliangibson
@lisalibrarian
@rybesh
@docdre
@sivavaid
@oddletters
@medialab

Top Mentioned in G8:
@i3program
@iconf
@ischools

Top Mentioned in G9:
@uclais
@marijel_melo
@niqui_o
@thomasgpadilla
@miriamkp

Top Mentioned in G10:
@wobbrockjo
@uw_ischool

Top Tweeters
Top Tweeters in Entire Graph:
@prettyjoyful08
@adr
@teioh
@jacobsberg
@yukimuraruki
@jamaal1124
@docdre
@james3neal
@timgollins
@lisalibrarian

Top Tweeters in G1:
@bschlenker
@magrom
@gerardcoen
@evamen
@evendrell
@uc3m
@fhersanmi
@pme919
@knowlearnlead
@pacobib

Top Tweeters in G2:
@yukimuraruki
@cpltalk
@rutgerscomminfo
@spotify
@sarahlouwou
@springernature
@jussikarlgren
@juliapennlert
@lenikrsova
@citylis

Top Tweeters in G3:
@cilipinfo
@alalibrary
@ischoolsu
@researchinfo
@lynrobinson
@rdlankes
@schopfel
@ischoolui
@ucd_ischool
@profjsg

Top Tweeters in G4:
@jacobsberg
@jill_hw
@mlmabie
@fersalg
@gjvanbussel
@iste_tri
@michinebeling
@plunn8
@4usa2
@isaja

Top Tweeters in G5:
@james3neal
@melanieanderson
@ccabezas
@asist_org
@ischoolumd
@dublin_kshankar
@mpromann
@ubcischool
@freundlu
@bsbutlerumd

Top Tweeters in G6:
@fat0062
@alialki61289499
@omanischools
@ict_om
@oman_lrc
@moe_forum
@mct_edu
@younishooti
@muscat2222
@omanlibrary

Top Tweeters in G7:
@docdre
@lisalibrarian
@oddletters
@medialab
@ameliangibson
@asbruckman
@rybesh
@sivavaid
@holden
@archivesbean

Top Tweeters in G8:
@xmhernandez16x
@eredmil1
@beatricehf14
@tkhodge19
@dr_joesan
@i3program
@rbrbrbr
@danielwcarter
@eveikey

Top Tweeters in G9:
@miriamkp
@archivesnext
@thomasgpadilla
@dnw
@marijel_melo
@robincamille
@uclais
@niqui_o

Top Tweeters in G10:
@weblearning
@uw_ischool
@xyleques
@taschagroup
@jonfroehlich
@uwcse
@wobbrockjo
@gee_yawn


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