iSchools, Twitter, 4/9/2020 5:31:49 AM, 224667


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iSchools_2020-04-08_20-24-42.xlsx
iSchools_2020-04-08_20-24-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2020
Short Description:
iSchools via NodeXL https://bit.ly/2Rk6kE0
@ischools
@iconf
@jcdl20201
@arjun_sanyal
@_kevintrainor
@upslis
@freundlu
@knowlearnlead
@citylis
@iconfstudent

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

Description:
Description
The graph represents a network of 223 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, 09 April 2020 at 03:24 UTC.

The requested start date was Thursday, 09 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 63-day, 14-hour, 17-minute period from Sunday, 02 February 2020 at 18:04 UTC to Monday, 06 April 2020 at 08:22 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 : 223
Unique Edges : 290
Edges With Duplicates : 280
Total Edges : 570
Number of Edge Types : 4
Replies to : 26
Tweet : 108
MentionsInRetweet : 333
Mentions : 103
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0680272108843537
Reciprocated Edge Ratio : 0.127388535031847
Connected Components : 29
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 453
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.581983
Graph Density : 0.00634266553549065
Modularity : 0.393998
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 223 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, 09 April 2020 at 03:24 UTC.

The requested start date was Thursday, 09 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 63-day, 14-hour, 17-minute period from Sunday, 02 February 2020 at 18:04 UTC to Monday, 06 April 2020 at 08:22 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/8855161
[6] https://ischools.org/page-18334
[6] https://ischools.org/News/8731514
[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:
[37] https://ischools.org/ischools-coronavirus-statement
[7] https://ischools.org/2020-Registration#rates
[5] https://ischools.org/News/8840764
[3] https://ischools.org/page-18334
[3] https://ischools.org/News/8855161
[2] https://ischools.org/2020-Registration
[2] https://ischools.org/resources/Documents/Public/iConference%202020%20goes%20virtual_200310.pdf
[2] https://ischools.org/News/8727641
[2] https://ischools.org/page-18118
[1] https://ischools.org/News/8860749

Top URLs in Tweet in G2:
[5] https://ischools.org/ischools-coronavirus-statement
[4] https://ischools.org/2020-Registration
[3] https://ischools.org/page-18334
[3] https://ischools.org/News/8855161
[3] https://ischools.org/page-18118
[2] https://ischools.org/News/8840764
[2] https://ischools.org/Jobs
[2] https://ischools.org/resources/Documents/iconf%202020/iConference%202020%20goes%20virtual_200310.pdf
[2] https://ischools.org/iConference/
[2] https://ischools.org/iConference

Top URLs in Tweet in G4:
[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 G5:
[1] https://twitter.com/i/web/status/1240050689587531777
[1] https://twitter.com/i/web/status/1240050343146328066

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1239194231647997955

Top URLs in Tweet in G7:
[1] https://medium.com/information-ecosystems/racism-and-representation-in-information-retrieval-30838785241c

Top URLs in Tweet in G8:
[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/2020/03/torres-joins-ischools-student-affairs-staff
[1] https://ischools.org/News/8811654

Top URLs in Tweet in G9:
[5] https://ischools.org/News/8731514
[1] https://ischools.org/ischools-coronavirus-statement

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1243543256916529155

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

Top Domains in Tweet in G1:
[73] ischools.org
[5] twitter.com

Top Domains in Tweet in G2:
[41] ischools.org
[19] twitter.com
[1] hb.se
[1] conftool.com
[1] umich.edu
[1] vimeo.com

Top Domains in Tweet in G4:
[8] 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 G5:
[2] twitter.com

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

Top Domains in Tweet in G7:
[1] medium.com

Top Domains in Tweet in G8:
[4] google.com
[2] ischools.org
[1] illinois.edu

Top Domains in Tweet in G9:
[6] ischools.org

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

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:
[98] iconf20
[2] sweden
[2] ischools
[2] app
[2] hiring
[2] information
[2] ischoolsnews
[2] ischoolsworldwide
[1] register
[1] zoom

Top Hashtags in Tweet in G2:
[114] iconf20
[6] zoom
[6] ischoolsworldwide
[5] ischoolsnews
[4] register
[4] sustainable
[3] hiring
[3] ischools
[2] ischool
[1] information

Top Hashtags in Tweet in G4:
[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 G5:
[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 G7:
[1] iconf20

Top Hashtags in Tweet in G8:
[4] iconf20
[3] ischoolui

Top Hashtags in Tweet in G9:
[2] iconf20

Top Words
Top Words in Tweet in Entire Graph:
[280] Words in Sentiment List#1: Positive
[37] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8780] Non-categorized Words
[9097] Total Words
[219] #iconf20
[185] ischools
[119] iconf
[102] virtual
[78] organizers

Top Words in Tweet in G1:
[98] #iconf20
[68] iconf
[60] virtual
[55] ischools
[48] conference
[39] more
[36] details
[34] follow
[32] transformed
[32] interactive

Top Words in Tweet in G2:
[114] #iconf20
[87] ischools
[50] organizers
[44] iconf
[39] virtual
[25] march
[24] conference
[23] more
[23] iconference
[23] participants

Top Words in Tweet in G3:
[19] 2020
[14] deadline
[14] submission
[12] jcdl20201
[10] practitioner
[10] proposal
[10] jcdl
[9] track
[8] emphasize
[8] newly

Top Words in Tweet in G4:
[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 G5:
[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 G6:
[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:
[5] see
[5] info
[4] ischools
[4] #iconf20
[4] march
[4] hi
[4] amhgruber
[4] list
[4] co
[4] iljwlo1dzu

Top Words in Tweet in G9:
[4] upslis
[4] university
[4] philippines
[4] ischool
[4] announces
[4] dean
[3] ischools
[2] welcome
[2] much
[2] #iconf20

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:
[36] more,details
[35] iconf,#iconf20
[33] virtual,conference
[32] #iconf20,transformed
[32] transformed,interactive
[32] interactive,virtual
[32] conference,more
[32] details,follow
[14] organizers,#iconf20
[11] iconference,2020

Top Word Pairs in Tweet in G2:
[16] organizers,#iconf20
[13] more,details
[13] iconf,organizers
[13] #iconf20,organizers
[13] keynote,speaker
[11] digital,communities
[11] university,borås
[10] virtual,schedule
[10] monday,march
[9] ischools,#iconf20

Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[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 G6:
[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:
[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
[3] tony,torres

Top Word Pairs in Tweet in G9:
[4] university,philippines
[4] philippines,ischool
[4] ischool,announces
[4] announces,dean
[3] upslis,university

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

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

Top Mentioned in G2:
@ischools
@iconf
@jussikarlgren
@sslisischool
@oslomet
@spot
@spotify
@lornamhughes
@uofglasgow
@linneuni

Top Mentioned in G3:
@jcdl20201
@ischools
@jcdlconf
@asist_org
@sigirforum
@iconfstudent
@iconf
@acm_chiir
@acm_sigweb
@alalibrary

Top Mentioned in G5:
@leighcassell
@canteac
@cant

Top Mentioned in G6:
@ameliangibson

Top Mentioned in G7:
@iconf
@asist_org
@yearwoodjackman
@citylis
@policyinternet
@scipitt
@librarynicole
@allenrenear
@tarletong
@infostudieswgtn

Top Mentioned in G8:
@ischools
@amhgruber
@iconf
@anuncivilphd
@ischoolui

Top Mentioned in G9:
@upslis
@ischools
@iconf

Top Mentioned in G10:
@swiftonsecurity
@moltari

Top Tweeters
Top Tweeters in Entire Graph:
@jennygadget
@swiftonsecurity
@margymaclibrary
@inaljnaomi
@esthervalent
@timgollins
@gdprai
@cpltalk
@thiaballerina
@kidsilkhaze

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

Top Tweeters in G2:
@gdprai
@jadedid
@rutgerscomminfo
@real_person_dh
@spotify
@jussikarlgren
@lornamhughes
@juliapennlert
@uofglasgow
@cardiffuni

Top Tweeters in G3:
@alalibrary
@tzijlstra
@shawnmjones
@phonedude_mln
@ibnesayeed
@mart1nkle1n
@weiglemc
@acm_chiir
@jcdlconf
@hedaqing

Top Tweeters in G4:
@asayeed
@catwings666
@mfcavanagh
@ordfsbv
@akeelwall
@libjuicepress
@d911eats
@ciprincipal
@djbattlehead
@ischools_us

Top Tweeters in G5:
@ramonameharg
@mjtlbarrie
@mcbicycle
@leighcassell
@sjstonesk
@drpbriscoe
@morriskate
@bceschool
@thementoree
@bellamacq

Top Tweeters in G6:
@jennygadget
@inaljnaomi
@kidsilkhaze
@jnyrose
@jbolmarcich
@raamatuid
@lady_klb
@ameliangibson
@bridge2lit
@bemoweiss

Top Tweeters in G7:
@lynrobinson
@citylis
@asist_org
@arjun_sanyal
@tarletong
@jasist
@scipitt
@yearwoodjackman
@librarynicole
@policyinternet

Top Tweeters in G8:
@anuncivilphd
@datchery8
@jschneider
@_kevintrainor
@ischoolui
@amhgruber
@melvnicholas

Top Tweeters in G9:
@iamsireeluhy
@rosecoloredtin
@upslis
@kateobille
@golfomg1

Top Tweeters in G10:
@swiftonsecurity
@bethancantrell
@moltari
@_wordherder