iSchools, Twitter, 11/15/2019 12:24:44 PM, 216511


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iSchools_2019-11-15_04-21-49.xlsx
iSchools_2019-11-15_04-21-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2CMBZGy
@ischools
@iconf
@arjun_sanyal
@iconfstudent
@ischoolumd
@sslisischool
@oslomet_abi
@lisresearch
@lynrobinson
@keithmarzullo

Top hashtags:
#iconf20
#ischools
#ischoolsworldwide
#hci
#sweden
#student
#citylis
#privacy

Description:
Description
The graph represents a network of 219 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, 15 November 2019 at 12:21 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 74-day, 0-hour, 11-minute period from Sunday, 01 September 2019 at 12:02 UTC to Thursday, 14 November 2019 at 12:14 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 : 219
Unique Edges : 305
Edges With Duplicates : 155
Total Edges : 460
Number of Edge Types : 3
Mentions : 371
Tweet : 56
Replies to : 33
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0488599348534202
Reciprocated Edge Ratio : 0.093167701863354
Connected Components : 40
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 114
Maximum Edges in a Connected Component : 326
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.604362
Graph Density : 0.00674458548028989
Modularity : 0.546375
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 219 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, 15 November 2019 at 12:21 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 74-day, 0-hour, 11-minute period from Sunday, 01 September 2019 at 12:02 UTC to Thursday, 14 November 2019 at 12:14 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 : Followers

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
[6] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[4] https://ischools.org/Jobs
[4] https://ischools.org/Full-Research-Papers
[2] http://ischools.org/the-iconference/
[2] https://twitter.com/iConfStudent/status/1183658906293358592
[2] https://news.sky.com/story/why-are-people-protesting-in-hong-kong-11778604
[2] https://ischools.org/Posters

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] https://twitter.com/i/web/status/1189339122726559752
[1] https://twitter.com/i/web/status/1174246414387482626
[1] https://www.ideals.illinois.edu/handle/2142/99623/browse?type=title
[1] https://ischools.org/Asia-Pacific-Directory
[1] https://ischools.org/News/7906218

Top URLs in Tweet in G2:
[11] https://ischools.org/Student-Symposium
[4] https://ischools.org/Full-Research-Papers
[2] https://ischools.org/iConference/
[2] https://ischools.org/iConference
[1] https://www.boras.com/en/
[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
[1] https://ischools.org/Jobs

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1190236791770624007
[1] https://twitter.com/i/web/status/1186233846183976960
[1] https://americanlibrariesmagazine.org/2019/05/20/trends-in-library-school-accreditation/

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:
[1] https://twitter.com/i/web/status/1194159838814703616
[1] https://twitter.com/i/web/status/1180808432917630977

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1170882719846453249
[1] https://twitter.com/i/web/status/1180822710617804800

Top URLs in Tweet in G7:
[1] https://ischool.uw.edu/news/2019/09/ischools-wobbrock-honored-accessibility-work-mobile-touch-screens

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1174102429496938497
[1] https://twitter.com/i/web/status/1170411242412007424
[1] https://twitter.com/i/web/status/1170421324092760065
[1] https://twitter.com/i/web/status/1170431198184841218
[1] https://twitter.com/i/web/status/1170426484374167552

Top URLs in Tweet in G9:
[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

Top URLs in Tweet in G10:
[5] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[1] https://ischools.org/iConference

Top Domains
Top Domains in Tweet in Entire Graph:
[50] twitter.com
[49] ischools.org
[6] umd.edu
[2] c-ischools.org
[2] sky.com
[1] boras.com
[1] paper.li
[1] acrl.org
[1] americanlibrariesmagazine.org
[1] uw.edu

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

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

Top Domains in Tweet in G3:
[2] twitter.com
[1] americanlibrariesmagazine.org

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

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

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

Top Domains in Tweet in G7:
[1] uw.edu

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

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

Top Domains in Tweet in G10:
[5] umd.edu
[1] ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] iconf20
[25] ischools
[10] ischoolsworldwide
[8] hci
[5] sweden
[5] student
[4] citylis
[4] privacy
[4] libraries
[3] borås



Top Hashtags in Tweet in G1:
[14] iconf20
[12] ischools
[7] ischoolsworldwide
[3] student
[3] sweden
[2] iconference2020
[2] hongkong
[1] republicday
[1] south
[1] korea

Top Hashtags in Tweet in G2:
[52] iconf20
[7] ischools
[3] ischoolsworldwide
[2] sweden
[2] borås
[2] student
[1] hiring
[1] jobs
[1] ischoolsnews
[1] studentsymposium

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

Top Hashtags in Tweet in G4:
[2] 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:
[1] مركز_مصادر_التعلم
[1] مصادر_التعلم
[1] تقنيات_التعليم
[1] اخصائي_مصادر_التعلم

Top Hashtags in Tweet in G7:
[8] hci

Top Hashtags in Tweet in G10:
[3] privacy
[3] libraries
[1] iconf20
[1] umdischool
[1] fearlessideas

Top Words
Top Words in Tweet in Entire Graph:
[196] Words in Sentiment List#1: Positive
[44] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[5679] Non-categorized Words
[5919] Total Words
[127] ischools
[80] #iconf20
[68] iconf
[64] research
[46] information

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

Top Words in Tweet in G2:
[52] #iconf20
[45] iconf
[39] research
[26] share
[25] ischools
[20] deadline
[20] bachelor
[19] papers
[18] application
[18] october

Top Words in Tweet in G3:
[5] ischools
[4] continually
[4] impressed
[4] curricula
[4] top
[4] such
[4] #citylis
[4] deep
[4] engagement
[4] contemporary

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

Top Words in Tweet in G5:
[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 G6:
[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 G7:
[8] ischool's
[8] wobbrockjo
[8] alumni
[8] won
[8] sigaccess
[8] assets
[8] paper
[8] impact
[8] award
[8] big

Top Words in Tweet in G8:
[6] eyes
[6] cool
[5] mdesjardin
[5] pvierth
[5] richardjeanso
[4] ischool
[3] jsench
[3] students
[3] drop
[3] pretty

Top Words in Tweet in G9:
[8] ischools
[7] ubcischool
[5] science
[5] asist_org
[4] freundlu
[3] start
[3] addressing
[3] climate
[3] crisis
[3] information

Top Words in Tweet in G10:
[6] keithmarzullo
[5] ischoolumd
[4] ischools
[3] computer
[3] umd
[3] ischool
[3] responds
[3] forbes
[3] article
[3] defense

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] submit,application

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] join,congratulating
[5] congratulating,sis

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
[11] submit,application
[10] research,#iconf20

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] marcforster18,continually

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:
[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 G6:
[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 G7:
[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 Word Pairs in Tweet in G8:
[6] eyes,cool
[3] students,drop
[3] drop,pretty
[3] pretty,rad
[3] rad,podcast
[3] podcast,y'all
[3] y'all,called
[3] called,eyes
[3] cool,eyes
[3] cool,sounds

Top Word Pairs in Tweet in G9:
[6] ischools,ubcischool
[5] asist_org,ischools
[3] start,addressing
[3] addressing,climate
[3] climate,crisis
[3] crisis,information
[3] information,science
[3] science,asist_org
[2] freundlu,start
[2] freundlu,asist_org

Top Word Pairs in Tweet in G10:
[3] umd,ischool
[3] keithmarzullo,responds
[3] responds,forbes
[3] forbes,article
[3] ischools,defense
[3] defense,privacy
[3] privacy,keithmarzullo
[3] keithmarzullo,ischoolumd
[3] ischoolumd,#privacy
[3] #privacy,#libraries

Top Replied-To
Top Replied-To in Entire Graph:
@ischools
@utksis
@mdesjardin
@quinnanya
@freundlu
@adr
@zanders
@senpai068
@eventbrite
@holden

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

Top Replied-To in G2:
@ischools

Top Replied-To in G5:
@fat0062

Top Replied-To in G6:
@holden
@asbruckman
@docdre

Top Replied-To in G8:
@mdesjardin
@quinnanya
@jsench
@ted_underwood

Top Replied-To in G9:
@freundlu
@utksis
@keithmarzullo

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@iconfstudent
@uc3m_ischool
@evamen
@wobbrockjo
@keithmarzullo
@asist_org
@uw_ischool
@ubcischool

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

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

Top Mentioned in G3:
@marcforster18
@ischoolui
@iconf
@asist_org
@alalibrary
@cilipinfo
@lis_prof
@ibi_hu
@oclc_de
@allenrenear

Top Mentioned in G4:
@publishgreylit

Top Mentioned in G5:
@ict_om
@omanischools
@mct_edu
@muscat2222
@omanlibrary
@younishooti
@moe_forum
@taqniyat_sb

Top Mentioned in G6:
@ameliangibson
@lisalibrarian
@rybesh
@docdre
@sivavaid
@oddletters
@medialab

Top Mentioned in G7:
@wobbrockjo
@uw_ischool

Top Mentioned in G8:
@pvierth
@richardjeanso
@mdesjardin
@jsench
@quinnanya

Top Mentioned in G9:
@ubcischool
@ischools
@asist_org
@freundlu
@keithmarzullo

Top Mentioned in G10:
@keithmarzullo
@ischoolumd
@james3neal
@ischools
@iconf

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
@sarahlouwou
@springernature
@juliapennlert
@lenikrsova
@citylis
@lisresearch
@emeraldglobal

Top Tweeters in G3:
@cilipinfo
@alalibrary
@lynrobinson
@rdlankes
@schopfel
@ischoolui
@ucd_ischool
@preater
@sjsuischool
@david_bawden

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

Top Tweeters in G5:
@fat0062
@alialki61289499
@omanischools
@ict_om
@oman_lrc
@moe_forum
@mct_edu
@younishooti
@muscat2222
@omanlibrary

Top Tweeters in G6:
@docdre
@lisalibrarian
@oddletters
@medialab
@ameliangibson
@asbruckman
@rybesh
@sivavaid
@holden
@archivesbean

Top Tweeters in G7:
@weblearning
@uw_ischool
@xyleques
@taschagroup
@jonfroehlich
@uwcse
@wobbrockjo
@gee_yawn

Top Tweeters in G8:
@radiotaskforce
@ted_underwood
@jsench
@mdesjardin
@lovgov
@quinnanya
@pvierth
@richardjeanso

Top Tweeters in G9:
@melanieanderson
@asist_org
@dublin_kshankar
@ubcischool
@freundlu
@librownian

Top Tweeters in G10:
@james3neal
@ccabezas
@ischoolumd
@mpromann
@bsbutlerumd
@keithmarzullo


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