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iSchools_2019-01-18_23-13-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2U4EDOF
@ischools
@robonarratives
@iconf
@i3program
@anandumu
@uw_ischool
@ischoolumd
@infoschoolsheff
@berkeleyischool
@akorsunska

Top hashtags:
#iconf19
#hbcu
#ischool
#iconf2019
#libri
#ischools
#asist18
#insidr
#ischoolui
#rusci

Description:
Description
The graph represents a network of 225 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 Saturday, 19 January 2019 at 07:13 UTC.

The requested start date was Saturday, 19 January 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 78-day, 4-hour, 45-minute period from Thursday, 01 November 2018 at 03:57 UTC to Friday, 18 January 2019 at 08:43 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 : 225
Unique Edges : 330
Edges With Duplicates : 84
Total Edges : 414
Number of Edge Types : 3
Mentions : 349
Tweet : 43
Replies to : 22
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0860927152317881
Reciprocated Edge Ratio : 0.158536585365854
Connected Components : 31
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 113
Maximum Edges in a Connected Component : 283
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.660478
Graph Density : 0.00650793650793651
Modularity : 0.572677
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] http://ischools.org/?p=18748
[6] https://ischools.org/?p=18564
[4] https://ischools.org/?p=18650
[4] https://iconference2019.umd.edu/register/
[3] https://ischools.org/blog/2019/01/04/syracuse-ischool-launches-dean-search/
[3] https://ischools.org
[3] https://ischools.org/blog/2018/12/03/scholarly-journal-libri-launches-student-research-paper-contest/
[3] https://ischools.org/jobs/
[2] https://news.rutgers.edu/exploring-life-urban-neighborhood-through-social-media/20181108#.W-r5SCw2QDB.twitter
[2] https://ischools.org/the-iconference/program/keynote-speakers/

Top URLs in Tweet in G1:
[3] https://iconference2019.umd.edu/register/
[3] https://ischools.org
[2] https://ischools.org/jobs/
[2] https://ischools.org/blog/2018/12/03/scholarly-journal-libri-launches-student-research-paper-contest/
[2] https://ischools.org/?p=18863
[2] https://ischools.org/blog/2019/01/03/umd-ischool-researcher-questions-ai-used-to-interpret-police-body-cam-video/
[2] https://ischools.org/blog/2019/01/04/syracuse-ischool-launches-dean-search/
[2] https://ischools.org/blog/2019/01/03/unc-ischool-receives-mellon-grant-for-machine-learning-project-tied-to-email-curation/
[2] https://ischools.org/the-iconference/program/keynote-speakers/
[2] https://news.rutgers.edu/exploring-life-urban-neighborhood-through-social-media/20181108#.W-r5SCw2QDB.twitter

Top URLs in Tweet in G2:
[2] https://umdsurvey.umd.edu/jfe/form/SV_eORQoCfCMdHorkx

Top URLs in Tweet in G3:
[6] http://ischools.org/?p=18748
[5] https://ischools.org/?p=18564
[3] https://ischools.org/?p=18650
[2] https://ischools.org/the-iconference/call-for-participation/
[2] https://www.facebook.com/IConference/
[2] https://iconference2019.umd.edu/
[1] https://twitter.com/i/web/status/1062770531735355392
[1] https://twitter.com/Adrianna_Link/status/1060223073687924736
[1] https://iconference2019.umd.edu/register/
[1] https://iconference2019.umd.edu/program/

Top URLs in Tweet in G4:
[1] https://ischool.uw.edu/news/2018/11/journal-highlights-work-ischools-pratt-and-phd-alumnus
[1] https://twitter.com/i/web/status/1072941690149732352
[1] https://ischool.uw.edu/news/2018/11/ischools-belarde-lewis-puts-her-stamp-ancient-story
[1] https://twitter.com/i/web/status/1059455159686873089

Top URLs in Tweet in G5:
[1] https://twitter.com/iconf/status/1060163430609547264
[1] https://twitter.com/i/web/status/1063246159685120000
[1] https://twitter.com/mfcavanagh/status/1062358134142844930
[1] https://twitter.com/iSchools/status/1067327475049529344
[1] https://twitter.com/thomasgpadilla/status/1068930219333939200
[1] https://www.facebook.com/449260141772222/posts/2312859665412251/
[1] https://ischools.org/blog/2018/12/03/scholarly-journal-libri-launches-student-research-paper-contest/
[1] https://ischools.org/blog/2018/10/30/iconference-2019-announces-keynote-speakers-kentaro-toyama-and-brewster-kahle/
[1] https://twitter.com/i/web/status/1077237716587290624
[1] https://ischools.org/blog/2019/01/04/syracuse-ischool-launches-dean-search/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1063265867658641413

Top URLs in Tweet in G8:
[1] https://ischools.org/jobs/
[1] https://twitter.com/i/web/status/1060876133670010890

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1060209010454999040
[1] https://foundation.mozilla.org/en/initiatives/responsible-cs/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] iconf19
[34] hbcu
[30] ischool
[10] iconf2019
[10] libri
[9] ischools
[4] asist18
[3] insidr
[2] ischoolui
[2] rusci



Top Hashtags in Tweet in G1:
[23] ischool
[15] iconf19
[9] libri
[5] ischools
[4] asist18
[2] earlybird
[2] iconf2019
[2] rusci
[2] ischoolui
[2] library

Top Hashtags in Tweet in G2:
[33] hbcu
[2] hbcus

Top Hashtags in Tweet in G3:
[20] iconf19
[7] ischool
[2] networkscience
[2] iconf2019
[1] informationscience
[1] symposium
[1] thinkbigdiversity
[1] nationalmentoringmonth
[1] libri

Top Hashtags in Tweet in G4:
[1] iconf18

Top Hashtags in Tweet in G5:
[1] publiclibraries
[1] ischools
[1] faculties

Top Hashtags in Tweet in G6:
[6] iconf2019
[1] diversityinstem

Top Hashtags in Tweet in G8:
[1] hbcu

Top Hashtags in Tweet in G10:
[1] cscw2018

Top Words
Top Words in Tweet in Entire Graph:
[171] Words in Sentiment List#1: Positive
[16] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5460] Non-categorized Words
[5647] Total Words
[123] ischools
[65] 2019
[41] students
[40] iconf19
[39] iconference

Top Words in Tweet in G1:
[47] ischools
[43] 2019
[30] ischool
[25] iconference
[23] information
[18] journal
[17] university
[15] iconf19
[13] dean
[12] more

Top Words in Tweet in G2:
[35] hbcu
[33] librarians
[33] please
[33] respond
[33] survey
[33] recruiting
[33] students
[32] anandumu
[27] library
[27] profession

Top Words in Tweet in G3:
[22] ischools
[22] iconf
[21] iconf19
[20] 2019
[13] iconference
[11] award
[8] ischoolumd
[8] على
[7] ischool
[7] best

Top Words in Tweet in G4:
[10] ischool's
[8] uw_ischool
[8] new
[7] science
[7] skills
[6] programming
[6] data
[6] textbook
[6] mike
[6] freeman

Top Words in Tweet in G5:
[7] ischools
[4] courses
[3] в
[2] hiring
[2] year
[2] paper
[2] форум
[2] sofia
[2] tech
[2] park

Top Words in Tweet in G6:
[7] i3
[7] research
[7] presenting
[7] projects
[6] proud
[6] announce
[6] eight
[6] teams
[6] iconf2019
[6] 4

Top Words in Tweet in G7:
[3] ischools
[2] jeffbigham
[2] cs

Top Words in Tweet in G8:
[4] jobs
[3] faculty
[3] exist
[3] ischools
[3] 10
[3] years
[3] ago
[3] michigan
[3] ethics
[3] ai

Top Words in Tweet in G9:
[2] citsciassoc
[2] alalibrary
[2] us_imls
[2] ischools
[2] iconf

Top Words in Tweet in G10:
[5] jofish
[5] ischools
[5] cs
[4] thanks
[4] lobbying
[4] included
[4] responsible
[4] challenge
[4] thought
[4] mainly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] iconference,2019
[34] hbcu,librarians
[34] librarians,please
[34] please,respond
[34] respond,survey
[34] recruiting,students
[28] students,library
[28] library,profession
[27] hey,hbcu
[27] survey,recruiting

Top Word Pairs in Tweet in G1:
[22] iconference,2019
[10] issued,call
[10] place,march
[10] ischools,iconference
[10] ischools,ischool
[9] journal,libri
[9] libri,international
[9] international,journal
[9] journal,libraries
[9] libraries,information

Top Word Pairs in Tweet in G2:
[33] hbcu,librarians
[33] librarians,please
[33] please,respond
[33] respond,survey
[33] recruiting,students
[27] students,library
[27] library,profession
[26] hey,hbcu
[26] survey,recruiting
[25] anandumu,hey

Top Word Pairs in Tweet in G3:
[12] iconference,2019
[7] ischools,iconference
[6] ischool,university
[6] lee,dirks
[6] dirks,award
[6] award,best
[6] best,paper
[6] u,s
[6] s,libnofcongress
[6] libnofcongress,carla

Top Word Pairs in Tweet in G4:
[6] programming,skills
[6] skills,data
[6] data,science
[6] science,new
[6] new,textbook
[6] textbook,ischool's
[6] ischool's,mike
[6] mike,freeman
[6] freeman,mf_viz
[6] mf_viz,joel

Top Word Pairs in Tweet in G5:
[2] sofia,tech
[2] tech,park
[2] ischools,offer
[2] offer,3
[2] 3,credit
[2] credit,courses
[2] courses,linked
[2] sub,topic
[2] topic,comes
[2] comes,up

Top Word Pairs in Tweet in G6:
[6] proud,announce
[6] announce,eight
[6] eight,i3
[6] i3,teams
[6] teams,presenting
[6] presenting,research
[6] research,projects
[6] projects,iconf2019
[6] iconf2019,4
[6] 4,posters

Top Word Pairs in Tweet in G8:
[3] faculty,jobs
[3] jobs,exist
[3] exist,ischools
[3] ischools,10
[3] 10,years
[3] years,ago
[3] ago,michigan
[3] michigan,ethics
[3] ethics,ai
[3] ai,data

Top Word Pairs in Tweet in G9:
[2] alalibrary,us_imls
[2] us_imls,ischools

Top Word Pairs in Tweet in G10:
[4] thanks,jofish
[4] jofish,lobbying
[4] lobbying,ischools
[4] ischools,included
[4] included,responsible
[4] responsible,cs
[4] cs,challenge
[4] challenge,thought
[4] thought,mainly
[3] jvitak,thanks

Top Replied-To
Top Replied-To in Entire Graph:
@aseel_addawood
@akorsunska
@utischool
@berkeleyischool
@wolfgang8741
@scistarter
@ashwagalasmari
@africangiraffee
@uaschoolofinfo
@nickmangwana

Top Replied-To in G1:
@akorsunska
@thomasgpadilla
@robonarratives
@utischool

Top Replied-To in G2:
@archivy

Top Replied-To in G3:
@aseel_addawood
@ashwagalasmari

Top Replied-To in G4:
@berkeleyischool

Top Replied-To in G7:
@jeffbigham
@profjayfo
@andresmh

Top Replied-To in G8:
@anetv

Top Replied-To in G9:
@wolfgang8741
@scistarter

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@anandumu
@ischoolumd
@i3program
@lisresearch
@berkeleyischool
@uw_ischool
@mstdrollins
@libnofcongress

Top Mentioned in G1:
@ischools
@iconf
@berkeleyischool
@lisresearch
@umsi
@kentarotoyama
@ischoolumd
@ischoolsu
@siswsu
@i3program

Top Mentioned in G2:
@anandumu
@mstdrollins
@clirdlf
@bibliocathy
@raquelkwilliams
@shaundrawalker

Top Mentioned in G3:
@ischools
@iconf
@ischoolumd
@libnofcongress
@emeraldglobal
@aseel_addawood
@amphilsociety
@i3program
@lisresearch
@uncsils

Top Mentioned in G4:
@uw_ischool
@mf_viz
@ischools
@infoschoolsheff
@asist_org
@ischoolumd
@ubcischool
@ischoolsu
@ucd_ischool
@uoftinfofaculty

Top Mentioned in G6:
@i3program
@acm_cscw
@tapia_con
@amiainformatics
@iconf
@ischools

Top Mentioned in G7:
@landay
@vj_chidambaram
@michinebeling
@joe_hellerstein
@jeffbigham

Top Mentioned in G8:
@clancynewyork
@anandumu
@mcburton
@profmadison

Top Mentioned in G9:
@citsciassoc
@alalibrary
@us_imls
@ischools
@iconf

Top Mentioned in G10:
@jofish
@jvitak

Top Tweeters
Top Tweeters in Entire Graph:
@rebelliousval
@librariesval
@sacnsnew
@ecrisishotline
@rowmyboat
@target
@margymaclibrary
@yo_bj
@jeffbigham
@clancynewyork

Top Tweeters in G1:
@rutgerscomminfo
@nickdenardis
@umich
@ischoolsu
@michaelzimmer
@thomasgpadilla
@thetweetserve
@naomiaklein
@umsi
@lisresearch

Top Tweeters in G2:
@rowmyboat
@yo_bj
@thereadingdiva
@rubiconreader
@kcrowe
@nowviskie
@ginamurrell1
@migueljuarez
@kbutterfield
@clirdlf

Top Tweeters in G3:
@target
@margymaclibrary
@timgollins
@mmikkel
@alshehri03
@ogdiumd
@areej_alnahdi
@citylis
@emeraldglobal
@ameliangibson

Top Tweeters in G4:
@timmcphoto
@northumbriauni
@uw_ischool
@ucd_ischool
@museumofglass
@infoschoolsheff
@taschagroup
@uoftinfofaculty
@jaredlander
@robonarratives

Top Tweeters in G5:
@t_s_institute
@refreshdetroit
@rebeccajonesgal
@meganthreats
@clrc
@hassan_zamir
@bibliorogue
@cscottjames
@resistancereces
@emeraldikm

Top Tweeters in G6:
@amiainformatics
@rnsimons
@oliverhaimson
@tapia_con
@i3program
@acm_cscw
@lolthyself
@eveikey
@vngwazini

Top Tweeters in G7:
@jeffbigham
@syardi
@landay
@andresmh
@vj_chidambaram
@joe_hellerstein
@michinebeling
@bikalpan
@profjayfo

Top Tweeters in G8:
@clancynewyork
@pmhswe
@mcburton
@real_person_dh
@anetv
@profmadison

Top Tweeters in G9:
@alalibrary
@scistarter
@us_imls
@wolfgang8741
@citsciassoc

Top Tweeters in G10:
@jvitak
@liltove
@mikemanalo
@jofish
@tawfiqammari


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