iSchools, Twitter, 2/21/2020 10:09:34 PM, 221731


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iSchools_2020-02-21_08-46-32.xlsx
iSchools_2020-02-21_08-46-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
iSchools via NodeXL http://bit.ly/38OTkgr
@ischools
@arjun_sanyal
@iconf
@jcdl20201
@karikraus
@i3program
@uw_ischool
@upslis
@cameronmpierson
@annegoulding

Top hashtags:
#iconf20
#ischools
#ischoolsworldwide
#sweden
#hiring
#information
#register
#jobs
#ischoolui

Description:
Description
The graph represents a network of 265 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, 21 February 2020 at 16:46 UTC.

The requested start date was Friday, 21 February 2020 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 80-day, 14-hour, 15-minute period from Monday, 02 December 2019 at 10:25 UTC to Friday, 21 February 2020 at 00:40 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 : 265
Unique Edges : 376
Edges With Duplicates : 191
Total Edges : 567
Number of Edge Types : 4
Mentions : 176
MentionsInRetweet : 282
Tweet : 87
Replies to : 22
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0756756756756757
Reciprocated Edge Ratio : 0.14070351758794
Connected Components : 27
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 198
Maximum Edges in a Connected Component : 473
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.031072
Graph Density : 0.00568896512292739
Modularity : 0.533237
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 265 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, 21 February 2020 at 16:46 UTC.

The requested start date was Friday, 21 February 2020 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 80-day, 14-hour, 15-minute period from Monday, 02 December 2019 at 10:25 UTC to Friday, 21 February 2020 at 00:40 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://ischools.org/2020-Registration
[8] https://ischools.org/page-18328
[7] https://ischools.org/Workshops#wks7
[6] https://ischools.org/News/8731514
[5] https://ischools.org/Jobs
[5] https://ischools.org/iConference
[4] https://ischools.org/News/8296483
[3] https://ischools.org/News/8727641
[3] https://ischools.org/ischools-coronavirus-statement
[3] https://twitter.com/iSchools/status/1206610689906876416

Top URLs in Tweet in G1:
[11] https://ischools.org/2020-Registration
[7] https://ischools.org/page-18328
[7] https://ischools.org/Workshops#wks7
[5] https://ischools.org/Jobs
[5] https://ischools.org/iConference
[4] https://ischools.org/News/8296483
[3] https://ischools.org/News/8727641
[3] https://ischools.org/ischools-coronavirus-statement
[3] https://twitter.com/iSchools/status/1204532198025490432
[3] https://twitter.com/iSchools/status/1206610689906876416

Top URLs in Tweet in G2:
[1] https://twitter.com/lynrobinson/status/1202107159812681728
[1] https://twitter.com/SLIC1991/status/1208343882175565824
[1] https://medium.com/information-ecosystems/racism-and-representation-in-information-retrieval-30838785241c

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=RirxVLDMllA&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://twitter.com/jdawsey1/status/1218358127998984192

Top URLs in Tweet in G5:
[1] https://ischools.org/2020-Registration
[1] https://twitter.com/i/web/status/1209109319758811138
[1] https://ischools.org/resources/Documents/Discipline%20of%20organizing/Case%20Studies/Spotify-Ngo2019.pdf
[1] https://twitter.com/radiomorillo/status/1213839166770991105
[1] https://www.facebook.com/FernandoSalasGranado/posts/10221802229908250
[1] https://twitter.com/i/web/status/1215035035125895168
[1] https://twitter.com/i/web/status/1218638211133603845
[1] https://ischool.illinois.edu/news-events/news/2020/01/mccomas-joins-ischools-team
[1] https://ischool.illinois.edu/news-events/news/2020/01/sharp-joins-ischools-it-team
[1] https://ischool.illinois.edu/news-events/news/2020/01/peugh-joins-ischools-it-team

Top URLs in Tweet in G6:
[1] https://engage.pitt.edu:443/project/18710
[1] https://twitter.com/i/web/status/1216804679985827849

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1208720838658277376
[1] https://twitter.com/i/web/status/1208729364541648896

Top URLs in Tweet in G8:
[1] https://twitter.com/ischools/status/1216865857764085760

Top URLs in Tweet in G9:
[1] https://ischools.org/page-18328
[1] https://ischool.uw.edu/news/2019/12/ischools-jacob-wobbrock-student-authors-honored-paper

Top URLs in Tweet in G10:
[3] https://www.c-ischools.org/news/rudolph-will-continue-leading-cambridge-isanti-schools-lines-named-county-administrator
[1] https://www.c-ischools.org/school/district-office/kindergarten-registration

Top Domains
Top Domains in Tweet in Entire Graph:
[74] ischools.org
[60] twitter.com
[4] c-ischools.org
[3] youtube.com
[3] paper.li
[3] illinois.edu
[2] bit.ly
[2] educationnext.org
[2] hb.se
[2] prephoops.com

Top Domains in Tweet in G1:
[66] ischools.org
[32] twitter.com
[2] hb.se
[1] bit.ly
[1] youtube.com
[1] fsu.edu

Top Domains in Tweet in G2:
[2] twitter.com
[1] medium.com

Top Domains in Tweet in G3:
[1] youtube.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[8] twitter.com
[3] illinois.edu
[2] ischools.org
[1] facebook.com
[1] youtube.com

Top Domains in Tweet in G6:
[1] pitt.edu
[1] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com

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

Top Domains in Tweet in G9:
[1] ischools.org
[1] uw.edu

Top Domains in Tweet in G10:
[4] c-ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] iconf20
[19] ischools
[9] ischoolsworldwide
[8] sweden
[6] hiring
[6] information
[5] register
[3] jobs
[3] ischoolui
[2] lida2020



Top Hashtags in Tweet in G1:
[107] iconf20
[14] ischools
[9] ischoolsworldwide
[8] sweden
[6] information
[5] hiring
[5] register
[2] canada
[2] apply
[2] jobs

Top Hashtags in Tweet in G5:
[3] ischoolui
[2] ncert
[1] mlis
[1] education
[1] parenting
[1] indianhistory
[1] indiantradition
[1] school2020

Top Hashtags in Tweet in G6:
[1] iconf2020
[1] i3turns10
[1] i3
[1] donate
[1] ischools
[1] diversity

Top Hashtags in Tweet in G8:
[1] iconf2020
[1] indigenous
[1] digital
[1] infostudies

Top Hashtags in Tweet in G9:
[1] iconf20

Top Words
Top Words in Tweet in Entire Graph:
[382] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7089] Non-categorized Words
[7512] Total Words
[126] ischools
[108] #iconf20
[58] iconf
[57] best
[53] paper

Top Words in Tweet in G1:
[107] #iconf20
[74] ischools
[54] iconf
[34] today
[34] best
[32] paper
[29] award
[28] early
[23] register
[23] poster

Top Words in Tweet in G2:
[4] ischools
[3] lisrival
[2] information
[2] asist_org
[2] policyinternet
[2] mortensoncenter
[2] jasist
[2] libraries
[2] emerging
[2] technologies

Top Words in Tweet in G3:
[21] jcdl20201
[20] 2020
[19] jcdl
[14] deadline
[14] submission
[12] wuhan
[11] affected
[10] practitioner
[10] proposal
[10] happy

Top Words in Tweet in G4:
[14] glad
[14] see
[14] usnatarchives
[14] issued
[14] mea
[14] culpa
[14] need
[14] public
[14] reckoning
[14] over

Top Words in Tweet in G5:
[6] ischools
[6] omg
[4] ischool
[3] iconference
[3] 2020
[3] librarians
[3] joined
[3] #ischoolui
[3] specialist
[3] welcome

Top Words in Tweet in G6:
[10] teams
[9] i3program
[6] cohort
[5] excited
[5] announce
[5] two
[5] i3
[5] nominated
[5] iconference
[5] 2020

Top Words in Tweet in G7:
[8] pretty
[8] interesting
[8] paper
[8] rybesh
[8] calls
[8] ischools
[8] focus
[8] building
[8] institutions
[7] edsu

Top Words in Tweet in G8:
[7] paper
[4] congrats
[4] staff
[4] annegoulding
[4] jelcampb
[4] allansylvester
[4] whose
[4] indigenous
[4] cultural
[4] sustainability

Top Words in Tweet in G9:
[12] short
[7] best
[6] congrats
[6] ischoolers
[6] bernieboscoe
[6] jin
[6] lee
[6] marc
[6] schmalz
[6] list

Top Words in Tweet in G10:
[4] isd911
[4] kindergarten
[3] very
[3] much
[3] looking
[3] forward
[3] welcoming
[3] class
[3] 2033
[3] bluejacket

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] excited,announce
[19] best,short
[18] short,paper
[17] best,poster
[16] happy,year
[16] paper,best
[15] glad,see
[14] see,usnatarchives
[14] usnatarchives,issued
[14] issued,mea

Top Word Pairs in Tweet in G1:
[16] short,paper
[14] excited,announce
[12] organizers,#iconf20
[12] #iconf20,excited
[12] paper,best
[11] best,short
[11] guided,tours
[10] keynote,speaker
[10] program,schedule
[10] register,today

Top Word Pairs in Tweet in G2:
[2] libraries,emerging
[2] emerging,technologies
[2] technologies,lisrival
[2] lisrival,ricaird
[2] ricaird,scurlscottish
[2] scurlscottish,cilipscotland
[2] cilipscotland,edcdcs
[2] edcdcs,librarieseu
[2] librarieseu,publiclibnews

Top Word Pairs in Tweet in G3:
[11] jcdl,2020
[9] happy,year
[9] year,wuhan
[9] wuhan,seriously
[9] seriously,affected
[9] affected,type
[9] type,coronavirus
[9] coronavirus,recently
[9] recently,organizing
[9] organizing,committee

Top Word Pairs in Tweet in G4:
[14] glad,see
[14] see,usnatarchives
[14] usnatarchives,issued
[14] issued,mea
[14] mea,culpa
[14] culpa,need
[14] need,public
[14] public,reckoning
[14] reckoning,over
[14] over,things

Top Word Pairs in Tweet in G5:
[5] omg,omg
[3] joined,#ischoolui
[3] specialist,welcome
[3] welcome,ischool
[3] ischool,team
[2] iconference,2020
[2] estimados,colegas
[2] colegas,envio
[2] envio,informaciones
[2] informaciones,evento

Top Word Pairs in Tweet in G6:
[5] excited,announce
[5] announce,two
[5] two,i3
[5] i3,teams
[5] teams,nominated
[5] nominated,iconference
[5] iconference,2020
[5] 2020,best
[5] best,poster
[5] poster,award

Top Word Pairs in Tweet in G7:
[8] pretty,interesting
[8] interesting,paper
[8] paper,rybesh
[8] rybesh,calls
[8] calls,ischools
[8] ischools,focus
[8] focus,building
[8] building,institutions
[7] edsu,pretty
[7] institutions,critical

Top Word Pairs in Tweet in G8:
[4] congrats,staff
[4] staff,annegoulding
[4] annegoulding,jelcampb
[4] jelcampb,allansylvester
[4] allansylvester,whose
[4] whose,paper
[4] paper,indigenous
[4] indigenous,cultural
[4] cultural,sustainability
[4] sustainability,digital

Top Word Pairs in Tweet in G9:
[6] congrats,ischoolers
[6] ischoolers,bernieboscoe
[6] bernieboscoe,jin
[6] jin,lee
[6] lee,marc
[6] marc,schmalz
[6] schmalz,short
[6] short,list
[6] list,best
[6] best,short

Top Word Pairs in Tweet in G10:
[3] very,much
[3] much,looking
[3] looking,forward
[3] forward,welcoming
[3] welcoming,kindergarten
[3] kindergarten,class
[3] class,2033
[3] 2033,bluejacket
[3] bluejacket,family
[3] family,fall

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@jcdl20201
@usnatarchives
@karikraus
@i3program
@jussikarlgren
@upslis
@annaklundh
@rybesh

Top Mentioned in G1:
@ischools
@iconf
@jussikarlgren
@annaklundh
@linadencik
@olapilerot
@uoftinfofaculty
@sslisischool
@spot
@spotify

Top Mentioned in G2:
@ischools
@lisrival
@asist_org
@policyinternet
@mortensoncenter
@jasist
@ricaird
@scurlscottish
@cilipscotland
@edcdcs

Top Mentioned in G3:
@jcdl20201
@ischools
@jcdlconf
@asist_org
@sigirforum
@acm_sigweb
@alalibrary
@acmsigir
@youtube
@visit_wuhan

Top Mentioned in G4:
@usnatarchives
@karikraus
@ischools
@archivists_org

Top Mentioned in G6:
@i3program
@ischools
@iconf

Top Mentioned in G7:
@rybesh
@edsu

Top Mentioned in G8:
@annegoulding
@jelcampb
@allansylvester
@infovuw
@iconf
@ischools

Top Mentioned in G9:
@bernieboscoe
@uw_ischool
@ischools
@wobbrockjo

Top Mentioned in G10:
@isd911
@38rudy
@jlines7

Top Tweeters
Top Tweeters in Entire Graph:
@kuliroberts
@wsj
@caborradaileho1
@donnalanclos
@clancynewyork
@deborahditkows1
@siobhanleachman
@anarchivist
@d_mcmenemy
@gdprai

Top Tweeters in G1:
@gdprai
@jjbotev
@usponline
@rutgerscomminfo
@real_person_dh
@spotify
@oponiak
@weebly
@jorgedoprado
@orcunmadran

Top Tweeters in G2:
@d_mcmenemy
@macinnes_neil
@sandricollins
@gpsalmeron
@ricaird
@publiclibnews
@bkcharvard
@lynrobinson
@citylis
@rdlankes

Top Tweeters in G3:
@ianmilligan1
@youtube
@alalibrary
@tzijlstra
@asist_org
@shawnmjones
@phonedude_mln
@ibnesayeed
@mart1nkle1n
@weiglemc

Top Tweeters in G4:
@caborradaileho1
@clancynewyork
@deborahditkows1
@twilou200
@kateneuropsych
@johngustavson14
@usnatarchives
@brilliantfishny
@lisaguido
@withspin

Top Tweeters in G5:
@greene_dm
@rblalock
@fersalg
@beccakatharine
@ischoolui
@ecauspoficial
@bibliorogue
@sladc
@libjuicepress
@badetiradhika

Top Tweeters in G6:
@tkhodge19
@jftitone
@dr_joesan
@juanfermaestre
@rogerrthis
@koltaikolina
@i3program
@eveikey
@vngwazini
@linhly2017

Top Tweeters in G7:
@anarchivist
@edsu
@xmacex
@timelfen
@geekerygalore
@infomnivore
@adamrabinowitz
@deeperlee
@rybesh

Top Tweeters in G8:
@siobhanleachman
@1n9r1d
@otautaut
@annegoulding
@jelcampb
@infovuw
@allansylvester

Top Tweeters in G9:
@fledglinguistic
@uw_ischool
@ssekittof
@craragon
@wobbrockjo
@opus52
@bernieboscoe

Top Tweeters in G10:
@cihs_activities
@38rudy
@isd911
@msbila5thgrade
@kimgoody71
@jlines7


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