iSchools, Twitter, 3/16/2019 6:16:55 AM, 190570


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iSchools_2019-03-15_23-13-49.xlsx
iSchools_2019-03-15_23-13-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2FaeXu3
@ischools
@iconf
@uw_ischool
@wolfgang8741
@ursulapala
@ischoolumd
@stillinsky
@gtcomputing
@nowviskie
@faxmeb

Top hashtags:
#iconf19
#ischools
#ischool
#umd
#alamidwinter2019
#iconference
#everystudenteveryday
#iconf2019

Description:
Description
The graph represents a network of 249 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, 16 March 2019 at 06:13 UTC.

The requested start date was Saturday, 16 March 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 69-day, 2-hour, 29-minute period from Friday, 04 January 2019 at 17:26 UTC to Thursday, 14 March 2019 at 19:56 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 : 249
Unique Edges : 380
Edges With Duplicates : 125
Total Edges : 505
Number of Edge Types : 3
Mentions : 421
Tweet : 54
Replies to : 30
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0974930362116992
Reciprocated Edge Ratio : 0.177664974619289
Connected Components : 36
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 411
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.867102
Graph Density : 0.00638036015027853
Modularity : 0.566777
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] http://users.umiacs.umd.edu/~elm/projects/datacomics/datacomics.pdf
[7] https://iconference2019.umd.edu/
[6] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/
[5] https://iconference2019.umd.edu/register/
[4] https://twitter.com/iSchools/status/1087230990936952832
[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/blog/2019/01/04/syracuse-ischool-launches-dean-search/
[3] http://www.sciencedirect.com/science/authShare/S1751157718304887/20190131T043700Z/1?md5=304c972066ca59d8fec44d12a9a5fb4f&dgcid=coauthor
[3] https://www.youtube.com/watch?v=QOaAn8gJ6sQ&feature=youtu.be

[2] https://www.irishcentral.com/opinion/others/why-the-real-story-of-the-great-irish-exodus-to-america-isnt-taught-in-us-

Top URLs in Tweet in G1:
[3] https://iconference2019.umd.edu/register/
[3] https://www.youtube.com/watch?v=QOaAn8gJ6sQ&feature=youtu.be

[3] https://ischools.org/blog/2019/02/05/umd-ischool-theorist-calls-for-research-that-is-actionable-rather-than-purely-curiosity-driven/
[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/?p=18863
[2] https://twitter.com/kingjen/status/1087814056763842562
[2] https://ischools.org/blog/2019/01/03/umd-ischool-researcher-questions-ai-used-to-interpret-police-body-cam-video/
[2] https://ischools.org/?p=18991
[2] https://drexel.edu/cci/news/2019/January/cahiim-grants-drexel-cci-accreditation-for-master-of-science-in-health-informatics-program/

Top URLs in Tweet in G3:
[10] http://users.umiacs.umd.edu/~elm/projects/datacomics/datacomics.pdf
[3] https://iconference2019.umd.edu/
[2] https://iconference2019.umd.edu/program/
[2] https://iconference2019.umd.edu/register/
[2] https://ischools.org/the-iconference/call-for-participation/
[2] https://www.facebook.com/IConference/
[1] https://ischools.org/?p=19092
[1] https://twitter.com/i/web/status/1098859769677385728
[1] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/
[1] https://ischools.org/the-iconference/

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1105491710472118272
[1] https://meta.m.wikimedia.org/wiki/WikiCite
[1] https://twitter.com/fnielsen/status/1088157404972441604
[1] https://ischools.org/the-iconference/about-the-iconference/iconference-preview/

Top URLs in Tweet in G5:
[1] https://ischool.uw.edu/news/2018/12/ischools-freeman-and-ross-publish-textbook-informatics-classes
[1] https://ischool.uw.edu/news/2019/03/ischools-gomez-collaborators-among-finalists-top-research-paper-iconference
[1] https://twitter.com/i/web/status/1100743267283546112
[1] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/

Top URLs in Tweet in G6:
[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 G7:
[2] https://ischools.org/blog/2019/02/26/iconference-2019-papers-finalists-announced-lee-dirks-award-winner-to-receive-5000/
[1] https://ischools.org/blog/2019/01/04/syracuse-ischool-launches-dean-search/
[1] https://twitter.com/i/web/status/1088946449373585409
[1] https://twitter.com/i/web/status/1090676546057261057
[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/1097954365208518657

Top URLs in Tweet in G9:
[4] https://iconference2019.umd.edu/
[1] https://en.m.wikipedia.org/wiki/Code_smell
[1] https://ischool.umd.edu/news/dr-renee-hill-appointed-ischools-associate-diversity-and-inclusion-officer-and-equity
[1] https://gradschool.umd.edu/calendar/events/event/4344

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/977232420742234114

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[32] ischools.org
[26] umd.edu
[5] c-ischools.org
[3] sciencedirect.com
[3] youtube.com
[2] irishcentral.com
[2] drexel.edu
[2] syr.edu
[2] wiley.com

Top Domains in Tweet in G1:
[16] ischools.org
[11] twitter.com
[3] umd.edu
[3] youtube.com
[2] drexel.edu
[1] ac.nz
[1] bit.ly
[1] syr.edu

Top Domains in Tweet in G3:
[17] umd.edu
[6] ischools.org
[4] twitter.com
[2] facebook.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] wikimedia.org
[1] ischools.org

Top Domains in Tweet in G5:
[2] uw.edu
[1] twitter.com
[1] ischools.org

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

Top Domains in Tweet in G7:
[9] twitter.com
[4] ischools.org
[1] campushill.com
[1] syr.edu
[1] forbes.com
[1] washingtonpost.com
[1] kfvs12.com

Top Domains in Tweet in G9:
[6] umd.edu
[1] wikipedia.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[33] iconf19
[21] ischools
[19] ischool
[4] umd
[3] alamidwinter2019
[3] iconference
[2] everystudenteveryday
[2] iconf2019
[2] celebrate
[2] informationsystems



Top Hashtags in Tweet in G1:
[17] ischool
[16] ischools
[9] iconf19
[2] earlybird
[2] celebrate
[1] 10daysleft
[1] registernow
[1] washingtondc
[1] australia
[1] australiaday2019

Top Hashtags in Tweet in G3:
[13] iconf19
[2] ischool
[1] washingtondc
[1] iconf2019
[1] privacy
[1] iconference
[1] ischools

Top Hashtags in Tweet in G5:
[2] alamidwinter2019
[1] informatics
[1] datascience
[1] iconference
[1] undocuwork

Top Hashtags in Tweet in G7:
[1] alamw19
[1] alamidwinter2019
[1] acaubc2019
[1] acaubcthoughts
[1] iconference

Top Hashtags in Tweet in G9:
[5] iconf19
[4] ischools
[4] umd
[1] thinkbigdiversity
[1] nationalmentoringmonth

Top Words
Top Words in Tweet in Entire Graph:
[204] Words in Sentiment List#1: Positive
[63] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5997] Non-categorized Words
[6264] Total Words
[135] ischools
[55] research
[47] iconf
[47] school
[43] 2019

Top Words in Tweet in G1:
[58] ischools
[33] ischool
[23] university
[21] research
[16] information
[16] know
[13] 2019
[10] dean
[10] iconf
[10] award

Top Words in Tweet in G2:
[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 G3:
[24] iconf
[21] iconference
[20] 2019
[15] paper
[13] iconf19
[11] co
[11] presenting
[11] t
[10] ischools
[10] zhenpeng

Top Words in Tweet in G4:
[5] ischools
[4] us_imls
[4] iconf
[2] thanks
[2] funding
[2] research
[2] team
[2] produce
[2] following
[2] conference

Top Words in Tweet in G5:
[14] paper
[7] uw_ischool
[7] ricardo
[7] gomez
[6] ischool's
[6] research
[5] finalists
[4] co
[4] authored
[4] top

Top Words in Tweet in G6:
[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 G7:
[6] ischools
[5] iconference
[4] better
[4] training
[3] support
[3] relationship
[3] building
[3] multidisciplinary
[3] ensuring
[3] 2019

Top Words in Tweet in G8:
[2] indig

Top Words in Tweet in G9:
[9] ischoolumd
[7] ischools
[6] research
[6] umd
[5] iconf
[5] iconf19
[5] hear
[5] dynamic
[5] register
[4] speakers

Top Words in Tweet in G10:
[2] ivsy95
[2] uwgradschool
[2] aclu_wa
[2] safiyanoble
[2] clirdlf
[2] uwqcenter
[2] uw_ischool
[2] ischools
[2] dlf
[2] community

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] 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:
[12] ischool,university
[10] ischools,ischool
[8] iconference,2019
[5] pleased,announce
[5] early,bird
[5] make,sure
[5] ischool,uc
[5] uc,berkeley
[5] berkeley,berkeleyischool
[5] berkeleyischool,seeks

Top Word Pairs in Tweet in G2:
[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 G3:
[18] iconference,2019
[10] zhenpeng,zhao
[10] zhao,presenting
[10] presenting,pioneering
[10] pioneering,datacomics
[10] datacomics,work
[10] work,https
[10] https,t
[10] t,co
[10] co,snumatgz8n

Top Word Pairs in Tweet in G4:
[2] thanks,funding
[2] funding,us_imls
[2] us_imls,research
[2] research,team
[2] team,produce
[2] produce,following
[2] following,ischools
[2] ischools,conference
[2] conference,paper
[2] alalibrary,us_imls

Top Word Pairs in Tweet in G5:
[7] ricardo,gomez
[5] research,paper
[4] paper,co
[4] co,authored
[4] authored,ischool's
[4] ischool's,ricardo
[4] gomez,finalists
[4] finalists,top
[4] top,research
[4] paper,upcoming

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G9:
[5] hear,dynamic
[4] iconf19,ischools
[4] ischools,umd
[3] dynamic,speakers
[3] speakers,carla
[3] carla,hayden
[3] hayden,14th
[3] 14th,librarian
[3] librarian,congress
[3] congress,brewster

Top Word Pairs in Tweet in G10:
[2] ivsy95,uwgradschool
[2] uwgradschool,aclu_wa
[2] aclu_wa,safiyanoble
[2] safiyanoble,clirdlf
[2] clirdlf,uwqcenter
[2] uwqcenter,uw_ischool
[2] uw_ischool,ischools
[2] ischools,dlf
[2] dlf,community

Top Replied-To
Top Replied-To in Entire Graph:
@aseel_addawood
@ischools
@saranacelem
@thebigfiveone
@alemiglioz
@melstanfill
@uw_ischool
@nikolasklein
@annmgraf
@pamryan

Top Replied-To in G1:
@annmgraf
@ischools

Top Replied-To in G3:
@aseel_addawood
@ashwagalasmari

Top Replied-To in G4:
@scistarter
@wolfgang8741

Top Replied-To in G5:
@uw_ischool

Top Replied-To in G6:
@thebigfiveone
@anantmittal
@an_dre_a_
@david__jurgens

Top Replied-To in G8:
@freundlu

Top Replied-To in G9:
@ischools

Top Replied-To in G10:
@ivsy95

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@smarmyliberal
@ischoolumd
@julie_hui
@libbyh
@an_dre_a_
@thebigfiveone
@uw_ischool
@nelmqvist

Top Mentioned in G1:
@ischools
@iconf
@kingjen
@berkeleyischool
@ischoolsu
@ischoolumd
@uncsils
@kostic86
@rutgerscomminfo
@chirag_shah

Top Mentioned in G2:
@smarmyliberal

Top Mentioned in G3:
@iconf
@nelmqvist
@ischools
@ischoolumd
@aseel_addawood
@meanderingleaf
@newmedialaw
@saraksha
@ico
@uw_ischool

Top Mentioned in G4:
@ischools
@us_imls
@iconf
@umsi
@citsciassoc
@alalibrary
@crhinesmith
@umdresearch
@umdlibraries
@ischoolumd

Top Mentioned in G5:
@uw_ischool
@ischools
@saraksha
@kcls
@xrlearn
@mf_viz
@iconf
@newmedialaw
@wastatelib
@msnegin

Top Mentioned in G6:
@ischools
@julie_hui
@libbyh
@an_dre_a_
@thebigfiveone
@michinebeling
@floschaub
@danielmromero
@david__jurgens

Top Mentioned in G8:
@docsparker
@ubclibrary
@ala
@ethicalquandary
@archivingeye
@ubcischool
@slittletree

Top Mentioned in G9:
@ischoolumd
@iconf
@ischools
@ogdiumd
@univ_system_md
@promise_agep

Top Mentioned in G10:
@uwgradschool
@aclu_wa
@safiyanoble
@clirdlf
@uwqcenter
@uw_ischool
@ischools
@nowviskie
@ivsy95

Top Tweeters
Top Tweeters in Entire Graph:
@yvesmulkers
@teioh
@kfvsnews
@dmcgcfc1888
@sacnsnew
@nuance_bot
@james3neal
@moto_librarian
@timgollins
@dr_samuel_conn

Top Tweeters in G1:
@timgollins
@rutgerscomminfo
@syracuseu
@ischoolsu
@thetweetserve
@lisresearch
@waikato
@etsinfupv
@riana_crypto
@uncsils

Top Tweeters in G2:
@yvesmulkers
@moto_librarian
@alisonbuki
@shionguha
@rcalo
@lornamhughes
@happybandits
@beastlibrarian
@vcheplygina
@dearpriya

Top Tweeters in G3:
@ptimusk
@michaelzimmer
@mmikkel
@alshehri03
@areej_alnahdi
@meanderingleaf
@prangemartin
@andrewmiller
@duto_guerra
@umiacs

Top Tweeters in G4:
@alalibrary
@scistarter
@umsi
@msulibraries
@us_imls
@umdlibraries
@umdresearch
@crhinesmith
@umichlibrary
@msuresearch

Top Tweeters in G5:
@kcls
@msnegin
@uw_ischool
@mechikana2
@wastatelib
@taschagroup
@myriadbird
@jaredlander
@uwioss
@mf_viz

Top Tweeters in G6:
@brandontlocke
@activelearning
@an_dre_a_
@libbyh
@michinebeling
@frankrd
@ischoolcareers
@danielmromero
@anantmittal
@thebigfiveone

Top Tweeters in G7:
@kfvsnews
@daniellessauro
@tzijlstra
@waourhome
@clrc
@uwmadischool
@micawber
@campushillapts
@alexandrauskas
@socclemson

Top Tweeters in G8:
@ubclibrary
@docsparker
@archivingeye
@ubcischool
@dupontsarah
@freundlu
@slittletree
@ethicalquandary
@ala

Top Tweeters in G9:
@james3neal
@ogdiumd
@_kevintrainor
@univ_system_md
@ischoolumd
@promise_agep
@mmsubram
@beth_guay

Top Tweeters in G10:
@nowviskie
@safiyanoble
@aclu_wa
@clirdlf
@uwgradschool
@uwqcenter
@ivsy95
@faxmeb