iSchools, Twitter, 4/20/2019 6:42:21 AM, 194356


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iSchools_2019-04-19_23-38-40.xlsx
iSchools_2019-04-19_23-38-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 20, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2V5WXuX
@ischools
@iconf
@smarmyliberal
@dearpriya
@i3program
@tommackey
@strath_ischool
@tomdrabowicz
@margymaclibrary
@uncsils

Top hashtags:
#iconf19
#ischools
#ischool
#archivists
#metaliteracy
#iconference
#libraries
#iconf2019

Description:
Description
The graph represents a network of 380 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, 20 April 2019 at 06:38 UTC.

The requested start date was Saturday, 20 April 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 77-day, 2-hour, 17-minute period from Friday, 01 February 2019 at 15:44 UTC to Friday, 19 April 2019 at 18:02 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 : 380
Unique Edges : 653
Edges With Duplicates : 217
Total Edges : 870
Number of Edge Types : 3
Mentions : 755
Replies to : 37
Tweet : 78
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0926517571884984
Reciprocated Edge Ratio : 0.169590643274854
Connected Components : 47
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 745
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.477928
Graph Density : 0.00474934036939314
Modularity : 0.585666
NodeXL Version : 1.0.1.410

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/
[10] http://users.umiacs.umd.edu/~elm/projects/datacomics/datacomics.pdf
[9] https://learning.buffalo.edu/courses/course-v1:UBx+IITG.Sp19.1x+Sp2018/about
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192295
[6] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/
[6] https://iconference2019.umd.edu/
[4] http://www.jucoweekly.org/sports/wbkb/2018-19/releases/20190417n36pif
[4] https://twitter.com/iSchools/status/1112343587038085120
[3] https://ischools.org/blog/2019/02/05/umd-ischool-theorist-calls-for-research-that-is-actionable-rather-than-purely-curiosity-driven/
[3] https://ischools.org/the-iconference/program/awards/#blue

Top URLs in Tweet in G1:
[10] http://users.umiacs.umd.edu/~elm/projects/datacomics/datacomics.pdf
[6] https://ischools.org/the-iconference/program/keynote-speakers/
[2] https://iconference2019.umd.edu/register/
[2] https://ischools.org/the-iconference/program/workshops/
[2] https://ischools.org/the-iconference/?utm_source=twitter&utm_medium=socialmedia&utm_campaign=iconference
[2] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/
[1] https://iconference2019.umd.edu/
[1] https://ischools.org/?p=19092
[1] https://twitter.com/i/web/status/1098859769677385728
[1] https://iconference2019.umd.edu/program/

Top URLs in Tweet in G2:
[3] https://ischools.org/blog/2019/02/05/umd-ischool-theorist-calls-for-research-that-is-actionable-rather-than-purely-curiosity-driven/
[3] http://www.ucd.ie/ics/
[3] http://www.sciencedirect.com/science/authShare/S1751157718304887/20190131T043700Z/1?md5=304c972066ca59d8fec44d12a9a5fb4f&dgcid=coauthor
[2] https://ischools.org/?p=18991
[2] http://doi.wiley.com/10.1002/asi.24150
[1] https://www.albany.edu/cehc/programs/ms-information-science-school-library-online-program
[1] https://www.heinz.cmu.edu/programs/information-technology-master/
[1] https://ischools.org/?p=18993
[1] https://twitter.com/i/web/status/1094687356102291457
[1] https://twitter.com/i/web/status/1095347295623790592

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:
[5] https://iconference2019.umd.edu/
[2] https://ischools.org/the-iconference/program/awards/#blue
[2] https://ischools.org/the-iconference/program/keynote-speakers/
[2] https://docs.google.com/forms/d/e/1FAIpQLSfXANCbYXHcv8hLMTbnEmrz_TLG0_qTTx6lqN1B7RjoLgVlqw/viewform?usp=sf_link
[1] https://ischools.org/the-iconference/program/awards/#full
[1] https://twitter.com/i/web/status/1119272010830483456
[1] https://ischools.org/the-iconference/program/workshops/
[1] https://www.ibi.hu-berlin.de/de/forschung/information_retrieval/projekte-aktivitaeten/iConference2019_agenda
[1] https://twitter.com/iSchools/status/1112343587038085120
[1] https://www.conftool.com/iConference2019/index.php?page=browseSessions&form_session=354&presentations=hide

Top URLs in Tweet in G6:
[2] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/
[1] http://syracuse.campushill.com/
[1] https://news.syr.edu/blog/2019/02/11/gift-provides-support-for-ischools-immersion-experiences/
[1] https://twitter.com/i/web/status/1096139349920378880
[1] https://twitter.com/i/web/status/1096140162147311616
[1] https://twitter.com/i/web/status/1096140286596571136
[1] https://twitter.com/i/web/status/1096336417209356289
[1] https://twitter.com/i/web/status/1097954365208518657
[1] https://twitter.com/i/web/status/1100503496984612865
[1] https://twitter.com/i/web/status/1100679246047924225

Top URLs in Tweet in G7:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192295
[1] https://twitter.com/iSchools/status/1110099118343573505
[1] https://ischools.org/the-iconference/program/keynote-speakers/
[1] https://twitter.com/JonathanPotter6/status/1112749499502473216
[1] https://twitter.com/iSchools/status/1112343587038085120

Top URLs in Tweet in G8:
[1] https://strathvacancies.engageats.co.uk/ViewVacancyV2.aspx?enc=mEgrBL4XQK0+ld8aNkwYmCKwZ5KWFkm4J7akCMEu+iVDDbAmNPxhfMBn/y44eU++uoPfrLfwUTvbFoyZAUKCS8L7b1i0lalpGB8AGcj3HB5LdVqGSp4XCoYr9WGDjbzE5iv7Gqojf826cVxfdHyG5A==
[1] http://www.facetpublishing.co.uk/title.php?id=302413

Top URLs in Tweet in G9:
[1] https://twitter.com/umsi/status/1095435999138775043
[1] https://twitter.com/i/web/status/1095520439827398656
[1] https://twitter.com/i/web/status/1095489689186906114
[1] https://twitter.com/i/web/status/1095468931756814338

Top URLs in Tweet in G10:
[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] http://bit.ly/CollegeStudentsSurvey

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[47] ischools.org
[19] umd.edu
[9] buffalo.edu
[8] nodexlgraphgallery.org
[5] google.com
[4] jucoweekly.org
[3] uw.edu
[3] c-ischools.org
[3] ucd.ie

Top Domains in Tweet in G1:
[21] ischools.org
[14] umd.edu
[7] twitter.com
[3] uw.edu
[1] conftool.com
[1] drexel.edu

Top Domains in Tweet in G2:
[13] twitter.com
[11] ischools.org
[3] ucd.ie
[3] sciencedirect.com
[2] wiley.com
[1] albany.edu
[1] cmu.edu
[1] buffalo.edu
[1] unizd.hr
[1] ac.nz

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:
[6] ischools.org
[5] umd.edu
[2] twitter.com
[2] google.com
[1] hu-berlin.de
[1] conftool.com
[1] big.ly
[1] wikipedia.org

Top Domains in Tweet in G6:
[10] twitter.com
[4] ischools.org
[1] campushill.com
[1] syr.edu
[1] kfvs12.com
[1] nytimes.com
[1] forbes.com
[1] tib.eu
[1] google.com
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[8] nodexlgraphgallery.org
[3] twitter.com
[1] ischools.org

Top Domains in Tweet in G8:
[2] co.uk

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

Top Domains in Tweet in G10:
[2] mailchi.mp
[1] i3-inclusion.org
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[114] iconf19
[30] ischools
[17] ischool
[9] archivists
[9] metaliteracy
[8] iconference
[6] libraries
[4] iconf2019
[4] inform
[4] include



Top Hashtags in Tweet in G1:
[45] iconf19
[5] iconference
[4] misinformation
[3] inform
[3] include
[3] inspire
[2] iconf2019
[1] washingtondc
[1] onlyafewhoursleft
[1] iconf20

Top Hashtags in Tweet in G2:
[16] ischool
[16] ischools
[8] iconf19
[3] celebrate
[3] socialinformatics
[3] knowledgeinfraestructure
[2] aroundtheworld
[2] libraries
[2] datasharing
[2] researchcollaboration

Top Hashtags in Tweet in G3:
[8] metaliteracy

Top Hashtags in Tweet in G5:
[37] iconf19
[8] ischools
[4] umd
[2] computerscience
[2] libraries
[2] librarians

Top Hashtags in Tweet in G6:
[3] iconf19
[2] iconference
[2] ischools
[1] acaubc2019
[1] acaubcthoughts
[1] video
[1] teachers
[1] ict4d
[1] ict4edu
[1] umbcinformation

Top Hashtags in Tweet in G7:
[12] iconf19
[3] ischools
[2] rusci
[1] ischool
[1] rutgers
[1] iconf2019
[1] iconference2019
[1] iconf19_migrationinformation
[1] iconference
[1] workshop

Top Hashtags in Tweet in G8:
[2] informationsystems
[1] iconf18

Top Hashtags in Tweet in G10:
[7] iconf19
[1] iconf2019
[1] diversityinstem

Top Words
Top Words in Tweet in Entire Graph:
[364] Words in Sentiment List#1: Positive
[67] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10064] Non-categorized Words
[10495] Total Words
[210] ischools
[114] #iconf19
[99] iconf
[62] information
[62] research

Top Words in Tweet in G1:
[46] iconf
[45] #iconf19
[33] paper
[30] ischools
[25] iconference
[24] 2019
[18] presenting
[18] work
[18] uw_ischool
[17] https

Top Words in Tweet in G2:
[56] ischools
[35] know
[30] university
[25] information
[24] research
[19] college
[17] school
[16] #ischool
[16] #ischools
[16] ireland

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

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:
[37] #iconf19
[23] ischools
[17] iconf
[17] research
[12] information
[9] ischoolumd
[9] find
[8] #ischools
[8] science
[7] register

Top Words in Tweet in G6:
[14] ischools
[4] support
[4] better
[4] training
[4] 2019
[4] iconference
[4] paper
[4] access
[3] ischool
[3] relationship

Top Words in Tweet in G7:
[23] iconf
[20] ischools
[12] #iconf19
[11] umsi
[10] rutgerscomminfo
[8] nodexl
[8] mariedj17
[8] daniel_akuna
[8] rebeccajm87
[7] marc_smith

Top Words in Tweet in G8:
[18] lecturer
[9] strath_ischool
[9] attention
[9] information
[9] science
[9] academics
[9] come
[9] work
[9] senior
[8] unistrathcl

Top Words in Tweet in G9:
[14] ischools
[14] julie_hui
[13] an_dre_a_
[13] libbyh
[13] thebigfiveone
[9] master's
[9] students
[9] related
[9] programs
[9] apply

Top Words in Tweet in G10:
[17] i3
[13] i3program
[12] week
[9] undergraduate
[8] applications
[8] 2019
[8] cohort
[8] due
[8] papers
[8] 9

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] iconference,2019
[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

Top Word Pairs in Tweet in G1:
[20] iconference,2019
[11] ischools,iconf
[11] https,t
[11] t,co
[10] zhenpeng,zhao
[10] zhao,presenting
[10] presenting,pioneering
[10] pioneering,datacomics
[10] datacomics,work
[10] work,https

Top Word Pairs in Tweet in G2:
[14] university,college
[14] college,dublin
[13] school,information
[11] know,#ischool
[11] #ischool,ireland
[11] ireland,know
[11] know,university
[11] dublin,school
[11] ischools,know
[10] information,comm

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:
[8] information,science
[7] #iconf19,workshop
[6] find,preliminary
[6] preliminary,schedule
[6] schedule,#iconf19
[6] workshop,future
[6] future,forced
[6] forced,migration
[6] migration,research
[6] research,information

Top Word Pairs in Tweet in G6:
[4] better,training
[4] training,ischools
[3] relationship,building
[3] ensuring,better
[2] support,indigenous
[2] indigenous,communities
[2] anwer,ensuring
[2] ischools,focusing
[2] focusing,relationship
[2] building,bringing

Top Word Pairs in Tweet in G7:
[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 G8:
[9] attention,information
[9] information,science
[9] science,academics
[9] academics,come
[9] come,work
[9] work,lecturer
[9] lecturer,senior
[9] senior,lecturer
[8] strath_ischool,attention
[8] lecturer,unistrathcl

Top Word Pairs in Tweet in G9:
[9] master's,students
[9] students,ischools
[9] ischools,related
[9] related,programs
[9] programs,apply
[9] apply,work
[9] work,libbyh
[9] libbyh,thebigfiveone
[9] thebigfiveone,julie_hui
[8] an_dre_a_,master's

Top Word Pairs in Tweet in G10:
[8] applications,i3
[8] i3,2019
[8] 2019,cohort
[8] cohort,due
[7] last,week
[7] week,#iconf19
[7] #iconf19,ischool
[7] ischool,inclusion
[7] inclusion,institute
[7] institute,i3

Top Replied-To
Top Replied-To in Entire Graph:
@ischools
@greene_dm
@kentarotoyama
@saranacelem
@thebigfiveone
@bebbolus
@jcdlconf
@annmgraf
@ted_underwood
@sbenthall

Top Replied-To in G1:
@uw_ischool

Top Replied-To in G2:
@ischools
@bebbolus
@annmgraf
@jcdlconf
@bahareh360
@claralmm

Top Replied-To in G5:
@kentarotoyama
@cansueu
@ischools

Top Replied-To in G9:
@thebigfiveone
@anantmittal
@an_dre_a_
@david__jurgens

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@smarmyliberal
@i3program
@uw_ischool
@ischoolumd
@julie_hui
@libbyh
@rutgerscomminfo
@an_dre_a_

Top Mentioned in G1:
@iconf
@ischools
@uw_ischool
@nelmqvist
@taschagroup
@drexelcci
@saraksha
@uw
@newmedialaw
@benjixie

Top Mentioned in G2:
@ischools
@iconf
@ucd_ischool
@kostic86
@dominicanu
@soisdom
@ischoolumd
@gtcomputing
@i3program
@hassan_zamir

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

Top Mentioned in G4:
@smarmyliberal
@iconf

Top Mentioned in G5:
@iconf
@ischools
@ischoolumd
@stillinsky
@kentarotoyama
@isaja
@keithmarzullo
@libnofcongress
@compcomcon
@joelchan86

Top Mentioned in G6:
@publishgreylit

Top Mentioned in G7:
@ischools
@iconf
@umsi
@rutgerscomminfo
@mariedj17
@daniel_akuna
@rebeccajm87
@marc_smith
@kentarotoyama

Top Mentioned in G8:
@strath_ischool
@ischools
@asist_org
@alisehq
@chrisjurquhart
@unistrathclyde
@infogamerist
@d_mcmenemy

Top Mentioned in G9:
@ischools
@julie_hui
@libbyh
@an_dre_a_
@thebigfiveone
@michinebeling
@floschaub
@danielmromero
@david__jurgens

Top Mentioned in G10:
@i3program
@ischools
@iconf

Top Tweeters
Top Tweeters in Entire Graph:
@yvesmulkers
@adr
@doctorow
@librariesval
@drseid
@lynnemthomas
@dgoold
@mas06706465
@muhammad0k
@kfvsnews

Top Tweeters in G1:
@thestackscat
@uw
@msnegin
@rovybranon
@rfsprojects
@meanderingleaf
@prangemartin
@uw_ischool
@mechikana2
@andrewmiller

Top Tweeters in G2:
@ravens_nation33
@openscience
@claralmm
@jmburns99
@helenfallon
@tcddublin
@lisresearch
@manzamil
@waikato
@circlebackinc

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:
@michaelzimmer
@jvitak
@_kevintrainor
@saiphcita
@compcomcon
@ischoolumd
@cansueu
@megyoung0
@mmsubram
@maxi_ki

Top Tweeters in G6:
@kfvsnews
@daniellessauro
@ptimusk
@ict_works
@farbandish
@tzijlstra
@wimmerwildernes
@uwmadischool
@stevefredlund
@tt_bkahle

Top Tweeters in G7:
@mas06706465
@muhammad0k
@ken
@james3neal
@timgollins
@rutgerscomminfo
@umich
@umsi
@marc_smith
@marychayko

Top Tweeters in G8:
@d_mcmenemy
@librareon
@strathclydeoa
@noktec
@asist_org
@karengovtkim
@unistrathclyde
@g3om4c
@facetpublishing
@leifos

Top Tweeters in G9:
@brandontlocke
@activelearning
@an_dre_a_
@libbyh
@michinebeling
@frankrd
@ischoolcareers
@danielmromero
@anantmittal
@thebigfiveone

Top Tweeters in G10:
@jvlxn_
@lady_klb
@eredmil1
@tkhodge19
@rogerrthis
@i3program
@jpena831
@juanfermaestre
@koltaikolina
@sheinnovates


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