iSchools, Twitter, 3/26/2020 6:15:47 AM, 223742


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iSchools_2020-03-25_20-08-08.xlsx
iSchools_2020-03-25_20-08-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2020
Short Description:
iSchools via NodeXL https://bit.ly/2UkSuDp
@ischools
@iconf
@jcdl20201
@karikraus
@arjun_sanyal
@i3program
@uw_ischool
@cameronmpierson
@upslis
@annegoulding

Top hashtags:
#iconf20
#ischools
#bced
#abed
#mbedu
#sasked
#onted
#ontedleaders
#nbed
#nsed

Description:
Description
The graph represents a network of 301 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 Thursday, 26 March 2020 at 03:08 UTC.

The requested start date was Thursday, 26 March 2020 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 84-day, 10-hour, 18-minute period from Wednesday, 01 January 2020 at 12:05 UTC to Wednesday, 25 March 2020 at 22:23 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 : 301
Unique Edges : 429
Edges With Duplicates : 282
Total Edges : 711
Number of Edge Types : 4
MentionsInRetweet : 408
Mentions : 133
Replies to : 31
Tweet : 139
Self-Loops : 139
Reciprocated Vertex Pair Ratio : 0.072992700729927
Reciprocated Edge Ratio : 0.136054421768707
Connected Components : 34
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 217
Maximum Edges in a Connected Component : 577
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.806482
Graph Density : 0.00488372093023256
Modularity : 0.460544
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 301 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 Thursday, 26 March 2020 at 03:08 UTC.

The requested start date was Thursday, 26 March 2020 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 84-day, 10-hour, 18-minute period from Wednesday, 01 January 2020 at 12:05 UTC to Wednesday, 25 March 2020 at 22:23 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:
[43] https://ischools.org/ischools-coronavirus-statement
[12] https://ischools.org/2020-Registration
[8] https://ischools.org/page-18328
[8] https://ischools.org/2020-Registration#rates
[8] https://ischools.org/iConference
[7] https://ischools.org/News/8840764
[6] https://ischools.org/News/8855161
[6] https://ischools.org/page-18334
[6] https://ischools.org/News/8731514
[5] https://ischools.org/page-18118

Top URLs in Tweet in G1:
[7] https://ischools.org/2020-Registration
[7] https://ischools.org/ischools-coronavirus-statement
[6] https://ischools.org/News/8731514
[3] https://ischools.org/page-18334
[3] https://ischools.org/News/8855161
[3] https://ischools.org/page-18118
[3] https://ischools.org/iConference
[2] https://ischools.org/resources/Documents/iconf%202020/iConference%202020%20goes%20virtual_200310.pdf
[2] https://ischools.org/News/8840764
[2] https://ischools.org/Jobs

Top URLs in Tweet in G2:
[36] https://ischools.org/ischools-coronavirus-statement
[7] https://ischools.org/2020-Registration#rates
[6] https://ischools.org/page-18328
[5] https://ischools.org/2020-Registration
[5] https://ischools.org/News/8840764
[4] https://ischools.org/iConference
[3] https://ischools.org/page-18334
[3] https://ischools.org/News/8855161
[2] https://ischools.org/News/8296483
[2] https://ischools.org/resources/Documents/Public/iConference%202020%20goes%20virtual_200310.pdf

Top URLs in Tweet in G4:
[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://twitter.com/iSchools/status/1222544115985862657
[1] https://twitter.com/i/web/status/1222607107016531969
[1] https://twitter.com/i/web/status/1227628981765066752
[1] https://www.youtube.com/watch?v=a6nMtXkZTWw&feature=youtu.be

[1] https://twitter.com/i/web/status/1237141695030079492

Top URLs in Tweet in G5:
[1] https://twitter.com/jdawsey1/status/1218358127998984192

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1240050689587531777
[1] https://twitter.com/i/web/status/1240050343146328066

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1239194231647997955

Top URLs in Tweet in G8:
[1] https://medium.com/information-ecosystems/racism-and-representation-in-information-retrieval-30838785241c

Top URLs in Tweet in G9:
[1] https://engage.pitt.edu:443/project/18710
[1] https://twitter.com/i/web/status/1216804679985827849

Top URLs in Tweet in G10:
[1] https://twitter.com/ischools/status/1216865857764085760

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] iconf20
[14] ischools
[12] bced
[12] abed
[12] mbedu
[12] sasked
[12] onted
[12] ontedleaders
[12] nbed
[12] nsed



Top Hashtags in Tweet in G1:
[118] iconf20
[9] ischools
[7] ischoolsworldwide
[6] sweden
[5] zoom
[5] ischoolsnews
[4] register
[4] sustainable
[3] hiring
[2] ischool

Top Hashtags in Tweet in G2:
[103] iconf20
[4] sweden
[3] information
[2] ischools
[2] app
[2] hiring
[2] ischoolsnews
[2] ischoolsworldwide
[1] register
[1] studentsymposium

Top Hashtags in Tweet in G4:
[2] ncert
[1] mlis
[1] education
[1] parenting
[1] indianhistory
[1] indiantradition
[1] school2020
[1] covid19
[1] ischools
[1] inf6501

Top Hashtags in Tweet in G6:
[12] bced
[12] abed
[12] mbedu
[12] sasked
[12] onted
[12] ontedleaders
[12] nbed
[12] nsed
[12] nled
[12] peischools

Top Hashtags in Tweet in G9:
[1] iconf2020
[1] i3turns10
[1] i3
[1] donate
[1] ischools
[1] diversity

Top Hashtags in Tweet in G10:
[1] iconf2020
[1] indigenous
[1] digital
[1] infostudies

Top Words
Top Words in Tweet in Entire Graph:
[438] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10682] Non-categorized Words
[11161] Total Words
[224] #iconf20
[194] ischools
[123] iconf
[88] virtual
[72] more

Top Words in Tweet in G1:
[118] #iconf20
[91] ischools
[49] iconf
[40] organizers
[33] virtual
[26] conference
[26] more
[23] today
[22] iconference
[21] borås

Top Words in Tweet in G2:
[103] #iconf20
[66] iconf
[53] virtual
[47] ischools
[39] more
[37] conference
[35] details
[33] follow
[31] transformed
[31] interactive

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

Top Words in Tweet in G4:
[11] ischools
[6] omg
[4] first
[3] librarians
[3] hah
[3] thing
[3] spread
[3] kids
[3] closed
[3] primary

Top Words in Tweet in G5:
[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 G6:
[12] pls
[12] help
[12] spread
[12] word
[12] #bced
[12] #abed
[12] #mbedu
[12] #sasked
[12] #onted
[12] #ontedleaders

Top Words in Tweet in G7:
[26] folks
[13] especially
[13] ischools
[13] many
[13] already
[13] teach
[13] online
[13] please
[13] mindful
[13] class

Top Words in Tweet in G9:
[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 G10:
[7] paper
[4] congrats
[4] staff
[4] annegoulding
[4] jelcampb
[4] allansylvester
[4] whose
[4] indigenous
[4] cultural
[4] sustainability

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] more,details
[46] iconf,#iconf20
[41] virtual,conference
[39] interactive,virtual
[39] details,follow
[38] #iconf20,transformed
[38] transformed,interactive
[38] conference,more
[24] iconference,2020
[20] excited,announce

Top Word Pairs in Tweet in G1:
[14] more,details
[13] #iconf20,organizers
[12] digital,communities
[11] university,borås
[11] keynote,speaker
[10] excited,announce
[10] iconf,#iconf20
[10] organizers,#iconf20
[9] theme,#iconf20
[9] #iconf20,sustainable

Top Word Pairs in Tweet in G2:
[36] iconf,#iconf20
[35] more,details
[32] virtual,conference
[31] #iconf20,transformed
[31] transformed,interactive
[31] interactive,virtual
[31] conference,more
[31] details,follow
[12] short,paper
[11] iconference,2020

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:
[5] omg,omg
[3] hah,thing
[3] thing,spread
[3] spread,kids
[3] kids,closed
[3] primary,ischools
[3] instead,holly
[2] estimados,colegas
[2] colegas,envio
[2] envio,informaciones

Top Word Pairs in Tweet in G5:
[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 G6:
[12] pls,help
[12] help,spread
[12] spread,word
[12] word,#bced
[12] #bced,#abed
[12] #abed,#mbedu
[12] #mbedu,#sasked
[12] #sasked,#onted
[12] #onted,#ontedleaders
[12] #ontedleaders,#nbed

Top Word Pairs in Tweet in G7:
[13] folks,especially
[13] especially,folks
[13] folks,ischools
[13] ischools,many
[13] many,already
[13] already,teach
[13] teach,online
[13] online,please
[13] please,mindful
[13] mindful,class

Top Word Pairs in Tweet in G9:
[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 G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@jcdl20201
@usnatarchives
@karikraus
@ameliangibson
@sslisischool
@i3program
@jussikarlgren
@leighcassell

Top Mentioned in G1:
@ischools
@iconf
@jussikarlgren
@sslisischool
@upslis
@spot
@oslomet
@lornamhughes
@uofglasgow
@spotify

Top Mentioned in G2:
@iconf
@ischools
@linadencik
@herbandresen
@livek
@oslomet_abi
@sslisischool
@helenafrancke
@torarnedahl

Top Mentioned in G3:
@jcdl20201
@ischools
@jcdlconf
@asist_org
@sigirforum
@acm_sigweb
@alalibrary
@acmsigir
@sigdl
@iconfstudent

Top Mentioned in G5:
@usnatarchives
@karikraus
@ischools
@archivists_org

Top Mentioned in G6:
@leighcassell
@canteac
@cant

Top Mentioned in G7:
@ameliangibson

Top Mentioned in G8:
@asist_org
@yearwoodjackman
@citylis
@policyinternet
@scipitt
@librarynicole
@allenrenear
@tarletong
@lisrival

Top Mentioned in G9:
@i3program
@ischools
@iconf

Top Mentioned in G10:
@annegoulding
@jelcampb
@allansylvester
@infovuw
@iconf
@ischools

Top Tweeters
Top Tweeters in Entire Graph:
@kuliroberts
@wsj
@jennygadget
@caborradaileho1
@donnalanclos
@clancynewyork
@margymaclibrary
@deborahditkows1
@inaljnaomi
@esthervalent

Top Tweeters in G1:
@gdprai
@jadedid
@rutgerscomminfo
@usponline
@real_person_dh
@spotify
@weebly
@jorgedoprado
@jussikarlgren
@lornamhughes

Top Tweeters in G2:
@margymaclibrary
@cpltalk
@anamatics
@oponiak
@sdb999
@lisresearch
@intranetfocus
@bkaden
@emmanicolwork
@lisafederer

Top Tweeters in G3:
@ianmilligan1
@alalibrary
@tzijlstra
@shawnmjones
@phonedude_mln
@ibnesayeed
@mart1nkle1n
@weiglemc
@sigdl
@samvfritz

Top Tweeters in G4:
@catwings666
@rblalock
@fersalg
@mfcavanagh
@ordfsbv
@ecauspoficial
@akeelwall
@bibliorogue
@sladc
@libjuicepress

Top Tweeters in G5:
@caborradaileho1
@clancynewyork
@deborahditkows1
@twilou200
@kateneuropsych
@johngustavson14
@usnatarchives
@brilliantfishny
@withspin
@lisaguido

Top Tweeters in G6:
@ramonameharg
@mjtlbarrie
@mcbicycle
@leighcassell
@sjstonesk
@drpbriscoe
@morriskate
@bceschool
@thementoree
@bellamacq

Top Tweeters in G7:
@jennygadget
@inaljnaomi
@kidsilkhaze
@jnyrose
@jbolmarcich
@raamatuid
@lady_klb
@ameliangibson
@bridge2lit
@bemoweiss

Top Tweeters in G8:
@lynrobinson
@citylis
@asist_org
@arjun_sanyal
@tarletong
@jasist
@scipitt
@yearwoodjackman
@librarynicole
@policyinternet

Top Tweeters in G9:
@tkhodge19
@jftitone
@dr_joesan
@juanfermaestre
@rogerrthis
@koltaikolina
@i3program
@eveikey
@vngwazini
@linhly2017

Top Tweeters in G10:
@siobhanleachman
@1n9r1d
@otautaut
@annegoulding
@jelcampb
@infovuw
@allansylvester