iSchools, Twitter, 4/30/2020 8:29:09 AM, 225865


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iSchools_2020-04-29_20-26-15.xlsx
iSchools_2020-04-29_20-26-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 30, 2020
Short Description:
iSchools via NodeXL https://bit.ly/3faJl8X
@ischools
@iconf
@jcdl20201
@arjun_sanyal
@cni_org
@aylinnchen
@ischoolumd
@uncsils
@_kevintrainor
@sonsocmed

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

Description:
Description
The graph represents a network of 263 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, 30 April 2020 at 03:26 UTC.

The requested start date was Thursday, 30 April 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 86-day, 19-hour, 14-minute period from Sunday, 02 February 2020 at 18:04 UTC to Wednesday, 29 April 2020 at 13:19 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 : 263
Unique Edges : 214
Edges With Duplicates : 703
Total Edges : 917
Number of Edge Types : 5
Retweet : 269
MentionsInRetweet : 360
Mentions : 141
Replies to : 32
Tweet : 115
Self-Loops : 115
Reciprocated Vertex Pair Ratio : 0.0596590909090909
Reciprocated Edge Ratio : 0.112600536193029
Connected Components : 32
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 184
Maximum Edges in a Connected Component : 768
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.773303
Graph Density : 0.00541317156706237
Modularity : 0.292903
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 263 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, 30 April 2020 at 03:26 UTC.

The requested start date was Thursday, 30 April 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 86-day, 19-hour, 14-minute period from Sunday, 02 February 2020 at 18:04 UTC to Wednesday, 29 April 2020 at 13:19 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
[8] https://ischools.org/2020-Registration#rates
[7] https://ischools.org/News/8840764
[6] https://ischools.org/News/8731514
[6] https://ischools.org/News/8855161
[6] https://ischools.org/page-18334
[6] https://ischools.org/2020-Registration
[5] https://ischools.org/page-18118
[4] https://docs.google.com/spreadsheets/d/1O3wnaFYSZCgY3Ih4yDw3EIH2SC_-vjhyHwrCQSy0J7M/edit?usp=sharing
[4] https://ischools.org/iConference

Top URLs in Tweet in G1:
[35] https://ischools.org/ischools-coronavirus-statement
[7] https://ischools.org/2020-Registration#rates
[4] https://ischools.org/News/8840764
[3] https://ischools.org/News/8855161
[2] https://ischools.org/page-18118
[2] https://ischools.org/2020-Registration
[2] https://ischools.org/page-18334
[2] https://ischools.org/resources/Documents/Public/iConference%202020%20goes%20virtual_200310.pdf
[2] https://ischools.org/News/8727641
[1] https://twitter.com/iSchools/status/1238253506877894657

Top URLs in Tweet in G2:
[2] https://ischools.org/Jobs
[2] https://ischools.org/page-18118
[2] https://ischools.org/iConference/
[2] https://ischools.org/2020-Registration
[2] https://ischools.org/iConference
[1] https://twitter.com/i/web/status/1255479896618536962
[1] https://twitter.com/i/web/status/1227002576094162944
[1] https://twitter.com/i/web/status/1227743075511996418
[1] https://twitter.com/i/web/status/1230653481943367680
[1] https://www.hb.se/iconference/guided-tours

Top URLs in Tweet in G3:
[5] https://ischools.org/ischools-coronavirus-statement
[3] https://ischools.org/page-18334
[3] https://ischools.org/News/8855161
[2] https://ischools.org/2020-Registration
[2] https://ischools.org/page-18335
[1] https://ischools.org/resources/Documents/iconf%202020/iConference%202020%20goes%20virtual_200310.pdf
[1] https://ischools.org/page-18118
[1] https://ischools.org/News/8840764
[1] https://ischools.org/2020-Registration#rates
[1] https://twitter.com/ischools/status/1244419003348443137

Top URLs in Tweet in G4:
[1] https://hicss.hawaii.edu/tracks-54/information-technology-in-healthcare/#self-quantification-with-activity-tracking-technologies-opportunities-and-threats-minitrack
[1] https://ischools.org/ischools-coronavirus-statement
[1] https://medium.com/information-ecosystems/racism-and-representation-in-information-retrieval-30838785241c

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224667
[1] https://twitter.com/i/web/status/1248273876834045953

Top URLs in Tweet in G6:
[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
[1] https://twitter.com/iSchools/status/1237519312501391362
[1] https://twitter.com/i/web/status/1238336548497543173
[1] https://twitter.com/i/web/status/1238335425535606786
[1] https://twitter.com/i/web/status/1238335914922786816
[1] https://ischools.org/iConference
[1] https://ischools.app/
[1] https://sites.google.com/c-ischools.org/covid-19-response-plan/welcome

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1255065374095261697
[1] https://twitter.com/i/web/status/1239194231647997955

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1240050689587531777
[1] https://twitter.com/i/web/status/1240050343146328066

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1250429967671779328
[1] https://vimeo.com/393011573
[1] https://twitter.com/kboughida/status/1234593498801856515
[1] https://twitter.com/i/web/status/1250429389365325824
[1] https://ischools.org/News/8840764
[1] https://ischools.org/page-18334
[1] https://ischools.org/ischools-coronavirus-statement

Top URLs in Tweet in G10:
[4] https://docs.google.com/spreadsheets/d/1O3wnaFYSZCgY3Ih4yDw3EIH2SC_-vjhyHwrCQSy0J7M/edit?usp=sharing
[1] https://ischools.org/resources/Documents/iconf%202020/iConference%202020%20goes%20virtual_200310.pdf
[1] https://ischool.illinois.edu/news-events/news/2020/04/lipka-joins-ischools-recruitment-and-admissions-team
[1] https://ischool.illinois.edu/news-events/news/2020/03/torres-joins-ischools-student-affairs-staff
[1] https://ischools.org/News/8811654

Top Domains
Top Domains in Tweet in Entire Graph:
[123] ischools.org
[59] twitter.com
[7] google.com
[3] ischools.us
[3] uw.edu
[2] youtube.com
[2] nodexlgraphgallery.org
[2] illinois.edu
[2] educationnext.org
[1] ow.ly

Top Domains in Tweet in G1:
[69] ischools.org
[6] twitter.com

Top Domains in Tweet in G2:
[23] twitter.com
[21] ischools.org
[1] hb.se
[1] conftool.com
[1] ow.ly
[1] umd.edu
[1] umich.edu

Top Domains in Tweet in G3:
[20] ischools.org
[3] twitter.com

Top Domains in Tweet in G4:
[1] hawaii.edu
[1] ischools.org
[1] medium.com

Top Domains in Tweet in G5:
[2] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G6:
[10] twitter.com
[3] ischools.us
[2] youtube.com
[2] google.com
[2] educationnext.org
[1] ischools.org
[1] ischools.app
[1] bit.ly

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

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

Top Domains in Tweet in G9:
[3] twitter.com
[3] ischools.org
[1] vimeo.com

Top Domains in Tweet in G10:
[4] google.com
[2] ischools.org
[2] illinois.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[219] iconf20
[12] bced
[12] abed
[12] mbedu
[12] sasked
[12] onted
[12] ontedleaders
[12] nbed
[12] nsed
[12] nled



Top Hashtags in Tweet in G1:
[93] iconf20
[3] ischoolsworldwide
[3] ischools
[2] hiring
[2] information
[2] ischoolsnews
[2] sweden
[2] app
[1] register
[1] zoom

Top Hashtags in Tweet in G2:
[57] iconf20
[8] ischoolsworldwide
[5] ischools
[5] ischoolsnews
[4] sustainable
[3] hiring
[2] register
[2] ischool
[1] information
[1] sweden

Top Hashtags in Tweet in G3:
[57] iconf20
[5] zoom
[2] register
[1] ischoolmovement
[1] iconference2020

Top Hashtags in Tweet in G4:
[4] hicss54
[3] iconf20

Top Hashtags in Tweet in G6:
[4] didyouknow
[2] ncert
[1] education
[1] parenting
[1] indianhistory
[1] indiantradition
[1] school2020
[1] covid19
[1] ischools
[1] inf6501

Top Hashtags in Tweet in G8:
[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:
[3] iconf20
[1] libraries
[1] ai
[1] ml
[1] vr
[1] datascience
[1] cni19f

Top Hashtags in Tweet in G10:
[4] iconf20
[4] ischoolui

Top Words
Top Words in Tweet in Entire Graph:
[309] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9397] Non-categorized Words
[9756] Total Words
[219] #iconf20
[206] ischools
[121] iconf
[104] virtual
[78] organizers

Top Words in Tweet in G1:
[93] #iconf20
[63] iconf
[57] virtual
[56] ischools
[46] conference
[37] more
[34] details
[32] follow
[30] transformed
[30] interactive

Top Words in Tweet in G2:
[57] #iconf20
[46] ischools
[24] organizers
[20] virtual
[17] digital
[16] university
[16] more
[15] participants
[14] march
[13] schedule

Top Words in Tweet in G3:
[57] #iconf20
[50] ischools
[34] iconf
[26] organizers
[19] virtual
[15] iconference
[14] conference
[13] thank
[11] march
[10] research

Top Words in Tweet in G4:
[4] cfp
[4] self
[4] quantification
[4] activity
[4] tracking
[4] technologies
[4] opportunities
[4] threats
[4] #hicss54
[4] january

Top Words in Tweet in G5:
[19] 2020
[14] jcdl20201
[14] deadline
[14] submission
[10] jcdl
[10] practitioner
[10] proposal
[9] track
[8] ischools
[8] emphasize

Top Words in Tweet in G6:
[19] students
[18] student
[11] school
[11] ischool
[9] ischools
[9] learning
[8] one
[7] learn
[6] create
[6] based

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 G8:
[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 G9:
[3] ischools
[3] iconf
[3] #iconf20
[2] funding
[2] arlnews
[2] educause
[2] utischool
[2] uw_ischool
[2] ischoolumd
[2] phdischoolsu

Top Words in Tweet in G10:
[5] see
[5] info
[4] ischools
[4] #iconf20
[4] hi
[4] amhgruber
[4] list
[4] co
[4] iljwlo1dzu
[4] thanks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] more,details
[42] iconf,#iconf20
[41] virtual,conference
[39] interactive,virtual
[39] details,follow
[38] #iconf20,transformed
[38] transformed,interactive
[38] conference,more
[31] organizers,#iconf20
[23] iconf,organizers

Top Word Pairs in Tweet in G1:
[34] more,details
[32] iconf,#iconf20
[31] virtual,conference
[30] #iconf20,transformed
[30] transformed,interactive
[30] interactive,virtual
[30] conference,more
[30] details,follow
[13] organizers,#iconf20
[11] iconference,2020

Top Word Pairs in Tweet in G2:
[10] #iconf20,organizers
[10] university,borås
[9] read,more
[8] borås,advised
[8] advised,#iconf20
[8] organizers,against
[8] against,person
[8] person,international
[8] international,gathering
[8] gathering,process

Top Word Pairs in Tweet in G3:
[11] organizers,#iconf20
[9] more,details
[9] iconf,organizers
[8] keynote,speaker
[7] ischools,#iconf20
[7] virtual,conference
[7] ischools,organizers
[7] #iconf20,excited
[7] excited,announce
[7] announce,second

Top Word Pairs in Tweet in G4:
[4] cfp,self
[4] self,quantification
[4] quantification,activity
[4] activity,tracking
[4] tracking,technologies
[4] technologies,opportunities
[4] opportunities,threats
[4] threats,#hicss54
[4] #hicss54,january
[4] january,2021

Top Word Pairs in Tweet in G5:
[10] jcdl,2020
[8] emphasize,newly
[8] newly,created
[8] created,practitioner
[8] practitioner,track
[8] track,jcdl
[8] 2020,deadline
[8] deadline,proposal
[8] proposal,submission
[7] jcdl20201,emphasize

Top Word Pairs in Tweet in G6:
[3] hah,thing
[3] thing,spread
[3] spread,kids
[3] kids,closed
[3] primary,ischools
[3] instead,holly
[3] work,together
[3] create,unique
[3] high,school
[2] ischools,first

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 G8:
[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 G9:
[2] funding,arlnews
[2] arlnews,educause
[2] educause,ischools
[2] ischools,utischool
[2] utischool,uw_ischool
[2] uw_ischool,ischoolumd
[2] ischoolumd,phdischoolsu
[2] phdischoolsu,uwmadischool
[2] uwmadischool,ischoolsu
[2] iconf,#iconf20

Top Word Pairs in Tweet in G10:
[4] hi,amhgruber
[4] amhgruber,see
[4] see,list
[4] list,co
[4] co,iljwlo1dzu
[4] iljwlo1dzu,thanks
[4] thanks,collating
[4] collating,info
[4] info,iconf
[4] joined,#ischoolui

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@jcdl20201
@ameliangibson
@sslisischool
@jussikarlgren
@leighcassell
@linadencik
@oslomet
@canteac

Top Mentioned in G1:
@iconf
@ischools
@linadencik
@sslisischool
@upslis
@borasstad
@oslomet
@helenafrancke
@torarnedahl

Top Mentioned in G2:
@ischools
@iconf
@sbshallam
@lornamhughes
@uofglasgow
@shupressoffice
@bstjean
@sslisischool
@spotify
@linneuni

Top Mentioned in G3:
@ischools
@iconf
@jussikarlgren
@spot
@sslisischool
@oslomet
@spotify
@freundlu
@lsuslis
@steffihavelka

Top Mentioned in G4:
@aylinnchen
@iconf
@ischools
@asist_org
@sighlth
@aisconnect
@yearwoodjackman
@citylis
@policyinternet
@scipitt

Top Mentioned in G5:
@jcdl20201
@ischools
@jcdlconf
@asist_org
@iconf
@nodexl
@sigirforum
@sonicux
@arjun_sanyal
@_

Top Mentioned in G7:
@ameliangibson

Top Mentioned in G8:
@leighcassell
@canteac
@cant

Top Mentioned in G9:
@ischools
@iconf
@arlnews
@educause
@utischool
@uw_ischool
@ischoolumd
@phdischoolsu
@uwmadischool
@ischoolsu

Top Mentioned in G10:
@ischools
@amhgruber
@iconf
@anuncivilphd
@ischoolui

Top Tweeters
Top Tweeters in Entire Graph:
@tressiemcphd
@jennygadget
@swiftonsecurity
@margymaclibrary
@inaljnaomi
@lifehacker
@esthervalent
@timgollins
@gdprai
@cpltalk

Top Tweeters in G1:
@margymaclibrary
@timgollins
@cpltalk
@anamatics
@oponiak
@sdb999
@lisresearch
@intranetfocus
@bkaden
@emmanicolwork

Top Tweeters in G2:
@gdprai
@jadedid
@real_person_dh
@georgemasonu
@lornamhughes
@juliapennlert
@uofglasgow
@cardiffuni
@umsi
@sbshallam

Top Tweeters in G3:
@rutgerscomminfo
@spotify
@jussikarlgren
@oslomet
@delsweil
@thereseboras
@spot
@nilsph1
@libconferences
@pispika

Top Tweeters in G4:
@lynrobinson
@citylis
@asist_org
@arjun_sanyal
@tarletong
@jasist
@scipitt
@aylinnchen
@wgstock
@yearwoodjackman

Top Tweeters in G5:
@alalibrary
@tzijlstra
@_
@shawnmjones
@nodexl
@phonedude_mln
@ibnesayeed
@mart1nkle1n
@weiglemc
@sonsocmed

Top Tweeters in G6:
@asayeed
@gayathriraguram
@catwings666
@mfcavanagh
@akeelwall
@ordfsbv
@libjuicepress
@d911eats
@ciprincipal
@lonihagen

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

Top Tweeters in G8:
@ramonameharg
@mjtlbarrie
@mcbicycle
@leighcassell
@sjstonesk
@drpbriscoe
@morriskate
@thementoree
@bceschool
@bellamacq

Top Tweeters in G9:
@ischoolsu
@educause
@arlnews
@uw_ischool
@uwmadischool
@phdischoolsu
@utischool
@cni_org

Top Tweeters in G10:
@anuncivilphd
@datchery8
@jschneider
@_kevintrainor
@ischoolui
@amhgruber
@melvnicholas


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