iSchools, Twitter, 5/18/2019 6:42:51 AM, 197226


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iSchools_2019-05-17_23-38-40.xlsx
iSchools_2019-05-17_23-38-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2VLCNY8
@ischools
@iconf
@smarmyliberal
@dearpriya
@strath_ischool
@i3program
@tommackey
@tomdrabowicz
@margymaclibrary
@rybesh

Top hashtags:
#iconf19
#ischools
#ischool
#metaliteracy
#archivists
#iconference
#iconf20
#tpdl
#phdlife

Description:
Description
The graph represents a network of 369 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, 18 May 2019 at 06:38 UTC.

The requested start date was Saturday, 18 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 75-day, 23-hour, 24-minute period from Saturday, 02 March 2019 at 19:20 UTC to Friday, 17 May 2019 at 18:45 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 : 369
Unique Edges : 593
Edges With Duplicates : 156
Total Edges : 749
Number of Edge Types : 3
Mentions : 644
Replies to : 42
Tweet : 63
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.0857142857142857
Reciprocated Edge Ratio : 0.157894736842105
Connected Components : 39
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 286
Maximum Edges in a Connected Component : 643
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.60579
Graph Density : 0.00447743607870861
Modularity : 0.610366
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://ischools.org/the-iconference/program/keynote-speakers/
[9] https://learning.buffalo.edu/courses/course-v1:UBx+IITG.Sp19.1x+Sp2018/about
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192295
[4] https://twitter.com/iSchools/status/1112343587038085120
[4] http://www.jucoweekly.org/sports/wbkb/2018-19/releases/20190417n36pif
[3] https://twitter.com/iSchools/status/1123947808707502088
[3] https://ischools.org/the-iconference/program/awards/#blue
[3] https://ischools.org/the-iconference/program/workshops/
[3] https://sites.google.com/c-ischools.org/c-ischoolsbudget/home
[3] http://www.ucd.ie/ics/

Top URLs in Tweet in G1:
[3] http://www.ucd.ie/ics/
[1] https://twitter.com/i/web/status/1128939821483798528
[1] https://ischools.org/blog/2019/05/03/information-behavior-is-focus-of-isic-2020-to-be-held-in-south-africa/
[1] https://twitter.com/ConorJTobin/status/1107614074563637250
[1] https://twitter.com/i/web/status/1108019393525510144
[1] https://ischools.org/blog/2019/03/12/ischools-reach-100-members-as-thailands-khon-kaen-university-joins-consortium/
[1] https://ischools.org/blog/2019/04/19/tpdl-2019-invites-submissions/
[1] https://ischools.org/blog/2019/04/22/records-management-journal-invites-submissions-on-disruptive-technologies/
[1] https://ischools.org/blog/2019/05/01/the-digital-daily-lives-of-pre-school-student-teachers/
[1] https://twitter.com/i/web/status/1128921172408770560

Top URLs in Tweet in G2:
[6] https://ischools.org/the-iconference/program/keynote-speakers/
[2] https://ischools.org/the-iconference/program/workshops/
[2] https://ischools.org/the-iconference/?utm_source=twitter&utm_medium=socialmedia&utm_campaign=iconference
[1] https://twitter.com/iSchools/status/1112343587038085120
[1] https://iconference2019.umd.edu/program/
[1] https://www.conftool.com/iConference2019/sessions.php
[1] https://ischools.org/the-iconference/venue/#attractions
[1] https://ischools.org/the-iconference/program/presentation-guidelines/
[1] https://twitter.com/i/web/status/1110102307499397120
[1] https://twitter.com/i/web/status/1110478842995658752

Top URLs in Tweet in G3:
[8] https://learning.buffalo.edu/courses/course-v1:UBx+IITG.Sp19.1x+Sp2018/about
[1] https://twitter.com/LibSkrat/status/1111326069162942464
[1] https://twitter.com/holden/status/1114278183581261824

Top URLs in Tweet in G4:
[1] https://ischools.org/the-iconference/program/doctoral-colloquium/

Top URLs in Tweet in G5:
[2] https://mailchi.mp/574def5f0640/applications-now-open-2019-i3-summer-research-program-for-underrepresented-students-2941077
[1] http://www.i3-inclusion.org/news/i3-makes-a-strong-showing-at-iconference-2019/
[1] https://saaers.wordpress.com/2019/03/26/assessing-the-digital-forensics-instruction-landscape-with-bitcuratoredu/
[1] https://ischools.org/the-iconference/program/workshops/
[1] https://ischools.org/the-iconference/program/awards/#blue
[1] https://ischools.org/the-iconference/program/keynote-speakers/

Top URLs in Tweet in G6:
[1] https://twitter.com/MizzouEducation/status/1123680420074336261
[1] https://strathvacancies.engageats.co.uk/ViewVacancyV2.aspx?enc=mEgrBL4XQK0+ld8aNkwYmCKwZ5KWFkm4J7akCMEu+iVDDbAmNPxhfMBn/y44eU++uoPfrLfwUTvbFoyZAUKCS8L7b1i0lalpGB8AGcj3HB5LdVqGSp4XCoYr9WGDjbzE5iv7Gqojf826cVxfdHyG5A==

Top URLs in Tweet in G7:
[2] https://iconference2019.umd.edu/
[2] https://docs.google.com/forms/d/e/1FAIpQLSfXANCbYXHcv8hLMTbnEmrz_TLG0_qTTx6lqN1B7RjoLgVlqw/viewform?usp=sf_link
[1] https://ischools.org/the-iconference/program/awards/#blue
[1] https://ischools.org/the-iconference/program/awards/#full
[1] https://ischools.org/the-iconference/program/keynote-speakers/
[1] https://twitter.com/i/web/status/1119272010830483456
[1] https://twitter.com/iSchools/status/1112343587038085120
[1] https://www.conftool.com/iConference2019/index.php?page=browseSessions&form_session=354&presentations=hide
[1] https://big.ly/?target=page_not_found

Top URLs in Tweet in G8:
[1] http://www.kfvs12.com/2019/03/05/charleston-r-ischools-cancel-class-basketball-championship-game/
[1] https://ischools.org/blog/2019/03/12/ischools-reach-100-members-as-thailands-khon-kaen-university-joins-consortium/
[1] https://www.nytimes.com/2019/03/16/style/snowplow-parenting-scandal.html
[1] https://www.forbes.com/sites/willarddix/2016/06/28/pros-and-cons-of-strategizing-for-college/
[1] https://av.tib.eu/media/37258
[1] https://sites.google.com/c-ischools.org/c-ischoolsbudget/home
[1] https://ischools.org/the-iconference/program/keynote-speakers/
[1] http://tweetedtimes.com/topic/Brewster%20Kahle?s=tnp
[1] https://twitter.com/adr/status/1113610056740818944
[1] https://twitter.com/i/web/status/1116502037657735168

Top URLs in Tweet in G9:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192295
[1] https://ischools.org/the-iconference/program/keynote-speakers/
[1] https://twitter.com/iSchools/status/1110099118343573505
[1] https://twitter.com/JonathanPotter6/status/1112749499502473216
[1] https://twitter.com/iSchools/status/1128920317987049472
[1] https://twitter.com/iSchools/status/1112343587038085120

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1114188724953178112

Top Domains
Top Domains in Tweet in Entire Graph:
[56] twitter.com
[40] ischools.org
[9] buffalo.edu
[8] nodexlgraphgallery.org
[5] google.com
[4] jucoweekly.org
[3] umd.edu
[3] uw.edu
[3] ucd.ie
[2] researchgate.net

Top Domains in Tweet in G1:
[23] twitter.com
[10] ischools.org
[3] ucd.ie
[1] buffalo.edu
[1] headt.eu
[1] unizd.hr
[1] albany.edu
[1] cmu.edu
[1] uva.nl
[1] pardot.com

Top Domains in Tweet in G2:
[18] ischools.org
[4] twitter.com
[3] uw.edu
[1] umd.edu
[1] conftool.com
[1] drexel.edu
[1] hu-berlin.de

Top Domains in Tweet in G3:
[8] buffalo.edu
[2] twitter.com

Top Domains in Tweet in G4:
[1] ischools.org

Top Domains in Tweet in G5:
[3] ischools.org
[2] mailchi.mp
[1] i3-inclusion.org
[1] wordpress.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G7:
[3] ischools.org
[2] umd.edu
[2] twitter.com
[2] google.com
[1] conftool.com
[1] big.ly

Top Domains in Tweet in G8:
[3] ischools.org
[3] twitter.com
[1] kfvs12.com
[1] nytimes.com
[1] forbes.com
[1] tib.eu
[1] google.com
[1] tweetedtimes.com
[1] scoop.it

Top Domains in Tweet in G9:
[8] nodexlgraphgallery.org
[4] twitter.com
[1] ischools.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] iconf19
[31] ischools
[22] ischool
[9] metaliteracy
[9] archivists
[6] iconference
[4] iconf20
[4] tpdl
[4] phdlife
[4] libraries



Top Hashtags in Tweet in G1:
[20] ischool
[20] ischools
[4] iconf19
[3] tpdl
[3] norway
[3] iconf20
[2] aroundtheworld
[1] weare100now
[1] celebrate
[1] ireland

Top Hashtags in Tweet in G2:
[39] iconf19
[5] iconference
[4] misinformation
[3] inform
[3] include
[3] inspire
[1] onlyafewhoursleft
[1] iconf2019
[1] iconf20
[1] misinfoday

Top Hashtags in Tweet in G3:
[8] metaliteracy

Top Hashtags in Tweet in G5:
[12] iconf19
[9] archivists
[1] ischool
[1] digitalforensics

Top Hashtags in Tweet in G7:
[21] iconf19
[4] ischools
[2] computerscience
[2] libraries
[2] librarians
[1] umd

Top Hashtags in Tweet in G8:
[2] iconf19
[1] video
[1] teachers
[1] ict4d
[1] ict4edu
[1] ischools
[1] temadeldía
[1] escuela
[1] educacion
[1] informationliteracy

Top Hashtags in Tweet in G9:
[12] iconf19
[2] rusci
[1] ischool
[1] rutgers
[1] ischools
[1] tpdl
[1] iconf2019
[1] iconference2019
[1] iconf19_migrationinformation
[1] iconference

Top Words
Top Words in Tweet in Entire Graph:
[311] Words in Sentiment List#1: Positive
[62] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8878] Non-categorized Words
[9251] Total Words
[202] ischools
[92] #iconf19
[72] iconf
[66] information
[59] school

Top Words in Tweet in G1:
[65] ischools
[32] university
[32] know
[31] information
[26] research
[20] #ischool
[20] #ischools
[18] school
[17] new
[16] ireland

Top Words in Tweet in G2:
[39] #iconf19
[32] iconf
[29] ischools
[18] uw_ischool
[14] great
[14] paper
[13] starts
[13] week
[11] good
[11] morning

Top Words in Tweet in G3:
[16] ischools
[9] hey
[8] check
[8] out
[8] #metaliteracy
[8] mooc
[8] launch
[8] today
[8] openedx
[8] infolitgroup

Top Words in Tweet in G4:
[28] computing
[27] watching
[27] stuff
[27] debut
[27] mit's
[27] school
[27] laying
[27] down
[27] lot
[27] rhetoric

Top Words in Tweet in G5:
[18] i3
[14] i3program
[14] week
[12] #iconf19
[10] skills
[10] 2019
[10] undergraduate
[9] closing
[9] out
[9] saa_ers

Top Words in Tweet in G6:
[24] lecturer
[12] attention
[12] information
[12] science
[12] academics
[12] come
[12] work
[12] senior
[12] strath_ischool
[11] unistrathcl

Top Words in Tweet in G7:
[21] #iconf19
[18] ischools
[7] iconf
[7] social
[7] change
[7] technology
[6] kentarotoyama
[6] movement
[5] mobilizations
[5] needed

Top Words in Tweet in G8:
[9] ischools
[4] access
[3] university
[3] school
[3] technology
[2] gt
[2] ischool
[2] children
[2] world
[2] open

Top Words in Tweet in G9:
[23] iconf
[20] ischools
[12] #iconf19
[11] umsi
[8] nodexl
[8] mariedj17
[8] daniel_akuna
[8] rebeccajm87
[8] rutgerscomminfo
[7] marc_smith

Top Words in Tweet in G10:
[10] towcenter
[10] doctorow
[10] libraries
[10] archives
[10] obvious
[10] partner
[10] organization
[10] here
[10] years
[10] ve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] watching,stuff
[27] stuff,debut
[27] debut,mit's
[27] mit's,computing
[27] computing,school
[27] school,laying
[27] laying,down
[27] down,lot
[27] lot,rhetoric
[26] smarmyliberal,watching

Top Word Pairs in Tweet in G1:
[14] university,college
[14] college,dublin
[12] know,university
[12] school,information
[12] ischools,know
[11] know,#ischool
[11] #ischool,ireland
[11] ireland,know
[11] dublin,school
[10] information,comm

Top Word Pairs in Tweet in G2:
[12] ischools,iconf
[9] good,morning
[9] morning,everyone
[9] #iconf19,starts
[7] iconf,good
[7] last,week
[6] iconference,2019
[6] day,#iconf19
[6] 08,30
[6] cci,students

Top Word Pairs in Tweet in G3:
[8] check,out
[8] out,#metaliteracy
[8] #metaliteracy,mooc
[8] mooc,launch
[8] launch,today
[8] today,openedx
[8] openedx,infolitgroup
[8] infolitgroup,jinfolit
[8] jinfolit,projectinfolit
[7] lis,home

Top Word Pairs in Tweet in G4:
[27] watching,stuff
[27] stuff,debut
[27] debut,mit's
[27] mit's,computing
[27] computing,school
[27] school,laying
[27] laying,down
[27] down,lot
[27] lot,rhetoric
[26] smarmyliberal,watching

Top Word Pairs in Tweet in G5:
[9] closing,out
[9] out,saa_ers
[9] saa_ers,series
[9] series,tech
[9] tech,skills
[9] skills,#archivists
[9] #archivists,post
[9] post,bitcuratoredu
[9] bitcuratoredu,project
[9] project,collaboration

Top Word Pairs in Tweet in G6:
[12] attention,information
[12] information,science
[12] science,academics
[12] academics,come
[12] come,work
[12] work,lecturer
[12] lecturer,senior
[12] senior,lecturer
[11] strath_ischool,attention
[11] lecturer,unistrathcl

Top Word Pairs in Tweet in G7:
[5] #iconf19,ischools
[5] #iconf19,social
[5] social,mobilizations
[5] mobilizations,movement
[5] movement,needed
[5] needed,change
[5] change,dominant
[5] dominant,technology
[5] technology,industry
[5] industry,ischools

Top Word Pairs in Tweet in G8:
[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
[2] repositories,case

Top Word Pairs in Tweet in G9:
[8] iconf,nodexl
[8] nodexl,iconf
[8] iconf,mariedj17
[8] mariedj17,daniel_akuna
[8] daniel_akuna,ischools
[8] ischools,rebeccajm87
[8] rebeccajm87,umsi
[8] umsi,rutgerscomminfo
[7] marc_smith,iconf
[4] rutgerscomminfo,kenâ

Top Word Pairs in Tweet in G10:
[10] towcenter,doctorow
[10] doctorow,libraries
[10] libraries,archives
[10] archives,obvious
[10] obvious,partner
[10] partner,organization
[10] organization,here
[10] here,years
[10] years,ve
[10] ve,argued

Top Replied-To
Top Replied-To in Entire Graph:
@ischools
@greene_dm
@srjischool
@uw_ischool
@rybesh
@kentarotoyama
@bebbolus
@jcdlconf
@purdue_rcodi
@colbytofelgrehl

Top Replied-To in G1:
@ischools
@jcdlconf
@bebbolus
@umbcinfosystems
@ucd_ischool
@uw_ischool
@skku_slis
@ischool_biu
@iuils
@siscsu

Top Replied-To in G2:
@uw_ischool

Top Replied-To in G7:
@kentarotoyama
@cansueu

Top Replied-To in G10:
@towcenter

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@smarmyliberal
@i3program
@uw_ischool
@strath_ischool
@umsi
@doctorow
@taschagroup

Top Mentioned in G1:
@ischools
@mseadle
@jon_whittle_
@ucd_ischool
@iconf
@dominicanu
@soisdom
@gtcomputing
@hassan_zamir
@rutgerscomminfo

Top Mentioned in G2:
@iconf
@ischools
@uw_ischool
@taschagroup
@drexelcci
@uw
@benjixie
@sslisischool
@utksis
@i3program

Top Mentioned in G3:
@openedx
@infolitgroup
@jinfolit
@projectinfolit
@libskrat
@tommackey
@c
@adr
@newamerica
@comminfolit

Top Mentioned in G4:
@smarmyliberal
@iconf

Top Mentioned in G5:
@i3program
@saa_ers
@bitconsortium
@iconf
@ischools
@uncsils
@educopia

Top Mentioned in G6:
@strath_ischool
@alisehq
@ischools
@sarabi4now
@mizzousislt
@unistrathclyde
@infogamerist
@d_mcmenemy

Top Mentioned in G7:
@iconf
@ischools
@kentarotoyama
@isaja
@ischoolumd
@keithmarzullo
@libnofcongress
@compcomcon
@joelchan86
@cansueu

Top Mentioned in G8:
@publishgreylit

Top Mentioned in G9:
@ischools
@iconf
@umsi
@mariedj17
@daniel_akuna
@rebeccajm87
@rutgerscomminfo
@marc_smith
@kentarotoyama

Top Mentioned in G10:
@doctorow
@ubiquity75
@towcenter

Top Tweeters
Top Tweeters in Entire Graph:
@lynch39083
@yvesmulkers
@ramon3434
@adr
@tsaka1
@doctorow
@librariesval
@drseid
@lynnemthomas
@dgoold

Top Tweeters in G1:
@ravens_nation33
@claralmm
@jmburns99
@helenfallon
@tcddublin
@lisresearch
@manzamil
@circlebackinc
@_gesanchez
@heinzcollege

Top Tweeters in G2:
@thestackscat
@uw
@msnegin
@rovybranon
@rfsprojects
@uw_ischool
@mechikana2
@isc
@utcci
@drexelcci

Top Tweeters in G3:
@adr
@librariesval
@lynnemthomas
@olinj
@margymaclibrary
@informationweek
@newamerica
@alalibrary
@pewinternet
@kmesch1

Top Tweeters in G4:
@yvesmulkers
@moto_librarian
@alisonbuki
@shionguha
@rcalo
@lornamhughes
@happybandits
@beastlibrarian
@vcheplygina
@dearpriya

Top Tweeters in G5:
@jvlxn_
@lady_klb
@uncsils
@statearchivists
@eredmil1
@mmsubram
@tkhodge19
@victoriathur
@educopia
@rogerrthis

Top Tweeters in G6:
@d_mcmenemy
@librareon
@strathclydeoa
@williamjnixon
@noktec
@asist_org
@karengovtkim
@unistrathclyde
@g3om4c
@leifos

Top Tweeters in G7:
@michaelzimmer
@jvitak
@saiphcita
@compcomcon
@ischoolumd
@cansueu
@megyoung0
@isaja
@joelchan86
@libnofcongress

Top Tweeters in G8:
@ramon3434
@kfvsnews
@ict_works
@farbandish
@wimmerwildernes
@stevefredlund
@tt_bkahle
@publishgreylit
@plantarchives
@il_spaces

Top Tweeters in G9:
@mas06706465
@muhammad0k
@ken
@james3neal
@rutgerscomminfo
@umich
@umsi
@marc_smith
@marychayko
@twitter

Top Tweeters in G10:
@doctorow
@drseid
@doctorow_no_bb
@jessienyc
@dgolumbia
@emilybell
@ubiquity75
@nkrishnaswami
@safiyanoble
@towcenter


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