iSchools, Twitter, 1/21/2021 4:52:47 AM, 246125


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iSchools_2021-01-20_20-33-36.xlsx
iSchools_2021-01-20_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
iSchools via NodeXL https://bit.ly/2MaQawU
@ischools
@infoschoolsheff
@islamiat0101
@lijoivan
@iconf
@lisresearch
@lamba_manika
@ted_underwood
@uw_ischool
@daniel_akuna

Top hashtags:
#iconf2021
#iconf21
#ischools
#deadline
#brexit
#oer
#datascience
#ijlis
#infolit

Description:
Description
The graph represents a network of 181 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, 21 January 2021 at 04:33 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 16-hour, 28-minute period from Monday, 02 November 2020 at 21:31 UTC to Tuesday, 19 January 2021 at 14:00 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 : 181
Unique Edges : 128
Edges With Duplicates : 257
Total Edges : 385
Number of Edge Types : 5
Retweet : 109
MentionsInRetweet : 147
Mentions : 76
Tweet : 27
Replies to : 26
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0784313725490196
Reciprocated Edge Ratio : 0.145454545454545
Connected Components : 26
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 297
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.516891
Graph Density : 0.00675260896255371
Modularity : 0.463431
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 181 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, 21 January 2021 at 04:33 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 16-hour, 28-minute period from Monday, 02 November 2020 at 21:31 UTC to Tuesday, 19 January 2021 at 14:00 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:
[4] https://www.c-ischools.org/bluejacket-broadcast
[3] https://ischool.uw.edu/news/2021/01/how-do-alexa-and-siri-affect-kids-ischools-hiniker-investigates
[3] https://www.c-ischools.org/domain/163
[2] https://ischools.org/page-18322
[2] https://ischools.org/european-doctoral-seminar-series
[2] https://ischools.org/Awards
[2] https://ali.memberclicks.net/tenure-track-faculty--dominican-university
[2] https://ischools.org/News/9433038
[1] https://twitter.com/i/web/status/1351578618007330823
[1] https://twitter.com/i/web/status/1351529852789280772

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1338791763029405696
[1] https://www.jobs.ac.uk/job/CDB839/lecturer-in-chemoinformatics
[1] https://twitter.com/i/web/status/1338490872904773633
[1] https://twitter.com/i/web/status/1338545874939629574

Top URLs in Tweet in G2:
[2] https://ischools.org/page-18322
[2] https://ischools.org/News/9433038
[2] https://ischools.org/Awards
[1] https://twitter.com/i/web/status/1351578618007330823
[1] https://ischools.org/News/9336409
[1] https://ischools.org/Author-Instructions

Top URLs in Tweet in G3:
[2] https://ischools.org/european-doctoral-seminar-series
[2] https://ali.memberclicks.net/tenure-track-faculty--dominican-university
[1] https://ischools.org/News/9336175
[1] https://twitter.com/i/web/status/1336742656794374144
[1] https://vimeo.com/491162541
[1] https://ischools.org/Jobs
[1] https://twitter.com/iSchools/status/1339929659799179267
[1] https://ali.memberclicks.net/alise-statement-on-artificial-intelligence--ai--ethics
[1] https://recruitingbypaycor.com/career/JobIntroduction.action?clientId=8a78826752f2e2840152f6563b9f01df&id=8a7885a8766d9a3c0176cf5fffb06459&source=&lang=en
[1] https://news.cci.fsu.edu/cci-news/cci-faculty/ischool-professor-charles-r-mcclure-retires-after-21-years-at-fsu/

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1337390315074777089
[1] https://twitter.com/i/web/status/1326228841166114816
[1] https://twitter.com/i/web/status/1326760603520696320
[1] https://www.theatlantic.com/ideas/archive/2020/12/trumps-farcical-inept-and-deadly-serious-coup-attempt/617309/

Top URLs in Tweet in G5:
[3] https://ischool.uw.edu/news/2021/01/how-do-alexa-and-siri-affect-kids-ischools-hiniker-investigates

Top URLs in Tweet in G6:
[1] https://www.igi-global.com/calls-for-papers/international-journal-library-information-services/177099

Top URLs in Tweet in G7:
[1] https://ischools.org/The-iSchool-Movement
[1] https://twitter.com/LeoImpett/status/1349788289440632836
[1] https://ischools.org/Directory

Top URLs in Tweet in G8:
[1] https://opinio.ucl.ac.uk/s?s=70519

Top URLs in Tweet in G10:
[1] https://ischool.arizona.edu/sites/ischool.arizona.edu/files/data/NEWSLETTER_11DEC20.pdf
[1] https://twitter.com/reformala/status/1327378306660925441

Top Domains
Top Domains in Tweet in Entire Graph:
[16] twitter.com
[14] ischools.org
[7] c-ischools.org
[3] uw.edu
[3] memberclicks.net
[2] ac.uk
[1] igi-global.com
[1] recruitingbypaycor.com
[1] fsu.edu
[1] zotero.org

Top Domains in Tweet in G1:
[3] twitter.com
[1] ac.uk

Top Domains in Tweet in G2:
[8] ischools.org
[1] twitter.com

Top Domains in Tweet in G3:
[4] ischools.org
[3] memberclicks.net
[2] twitter.com
[1] vimeo.com
[1] recruitingbypaycor.com
[1] fsu.edu
[1] utoronto.ca

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

Top Domains in Tweet in G5:
[3] uw.edu

Top Domains in Tweet in G6:
[1] igi-global.com

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

Top Domains in Tweet in G8:
[1] ac.uk

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] iconf2021
[8] iconf21
[7] ischools
[4] deadline
[4] brexit
[4] oer
[2] datascience
[1] ijlis
[1] infolit
[1] online_exams_only



Top Hashtags in Tweet in G1:
[1] chemoinformatics
[1] datascience
[1] academicjobs
[1] ischools
[1] iconf2021

Top Hashtags in Tweet in G2:
[7] iconf2021
[6] iconf21
[3] deadline

Top Hashtags in Tweet in G3:
[2] iconf21
[1] iconf2021
[1] deadline

Top Hashtags in Tweet in G6:
[1] ijlis

Top Hashtags in Tweet in G8:
[4] brexit

Top Hashtags in Tweet in G9:
[1] infolit

Top Hashtags in Tweet in G10:
[1] newsletter
[1] librarian
[1] datascience
[1] research
[1] almuni
[1] awards
[1] graduateprograms
[1] highlights
[1] outstanding
[1] ischools

Top Words
Top Words in Tweet in Entire Graph:
[64] ischools
[55] data
[54] expertise
[53] lecturer
[53] chemoinformatics
[52] infoschoolsheff
[48] science
[43] applied
[41] seeking
[40] appoint

Top Words in Tweet in G1:
[47] lecturer
[47] expertise
[47] chemoinformatics
[46] infoschoolsheff
[46] data
[37] science
[36] seeking
[36] appoint
[36] highly
[36] motivated

Top Words in Tweet in G2:
[13] iconf
[9] research
[8] place
[7] nominees
[7] #iconf2021
[6] congratulations
[6] finalists
[6] paper
[6] #iconf21
[6] virtual

Top Words in Tweet in G3:
[14] ischools
[8] first
[8] seminar
[7] european
[6] series
[6] research
[6] alisehq
[5] doctoral
[5] more
[5] science

Top Words in Tweet in G4:
[5] ischools
[2] more
[2] zeynep
[2] health
[2] misinformation
[2] researcher
[2] academic
[2] think
[2] people
[2] shoe_sticky

Top Words in Tweet in G5:
[9] siri
[9] alexa
[9] homes
[8] part
[8] huge
[8] experiment
[7] uw_ischool
[5] technology
[4] those
[4] talk

Top Words in Tweet in G6:
[2] library

Top Words in Tweet in G7:
[8] ischools
[7] dh
[6] science
[5] ted_underwood
[5] different
[5] humanities
[5] depts
[4] increasingly
[4] clear
[4] models

Top Words in Tweet in G8:
[4] pls
[4] complete
[4] survey
[4] #brexit
[4] opportunities
[4] threats
[4] information
[4] ict
[4] professionals
[4] 2021

Top Words in Tweet in G10:
[5] uazischool
[4] students
[3] scoop
[3] happening
[3] uarizona
[3] faculty
[3] friends
[3] community
[3] latest
[2] knowledgeriver

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] lecturer,expertise
[53] expertise,chemoinformatics
[52] chemoinformatics,data
[44] data,science
[41] science,applied
[40] seeking,appoint
[40] appoint,highly
[40] highly,motivated
[40] motivated,lecturer
[39] infoschoolsheff,seeking

Top Word Pairs in Tweet in G1:
[47] lecturer,expertise
[47] expertise,chemoinformatics
[46] chemoinformatics,data
[37] data,science
[36] seeking,appoint
[36] appoint,highly
[36] highly,motivated
[36] motivated,lecturer
[36] science,applied
[35] infoschoolsheff,seeking

Top Word Pairs in Tweet in G2:
[6] virtual,event
[6] place,online
[5] congratulations,year's
[5] year's,nominees
[5] nominees,five
[5] five,finalists
[5] finalists,selected
[5] selected,each
[5] each,research
[5] research,paper

Top Word Pairs in Tweet in G3:
[5] european,doctoral
[5] seminar,series
[5] lecturer,expertise
[5] expertise,chemoinformatics
[5] chemoinformatics,data
[4] data,science
[4] science,applied
[4] ethics,ai
[4] ai,statement
[4] presenting,work

Top Word Pairs in Tweet in G5:
[8] part,huge
[8] huge,experiment
[5] siri,alexa
[4] those,talk
[4] talk,siri
[4] alexa,homes
[4] homes,part
[4] experiment,evidence
[4] evidence,technology
[4] families,taking

Top Word Pairs in Tweet in G7:
[4] increasingly,clear
[4] clear,different
[4] different,models
[4] models,bridge
[4] bridge,dh
[4] dh,faculty
[4] faculty,hired
[4] hired,cs
[4] cs,ischools
[3] ted_underwood,increasingly

Top Word Pairs in Tweet in G8:
[4] pls,complete
[4] complete,survey
[4] survey,#brexit
[4] #brexit,opportunities
[4] opportunities,threats
[4] threats,information
[4] information,ict
[4] ict,professionals
[4] professionals,2021
[3] emrekazim_,pls

Top Word Pairs in Tweet in G10:
[3] scoop,happening
[3] happening,uarizona
[3] uarizona,uazischool
[3] uazischool,faculty
[3] faculty,students
[3] students,friends
[3] friends,community
[3] community,latest
[2] uazischool,scoop

Top Replied-To
Top Replied-To in Entire Graph:
@ted_underwood
@ischools
@_wildeatheart
@jsecker
@utischool
@oleg_sobchuk
@scott_bot
@dominicanu
@rbettivia
@joy_villa

Top Replied-To in G2:
@utischool

Top Replied-To in G3:
@ischools
@dominicanu

Top Replied-To in G4:
@ggreenwald
@zeynep
@whatsleftcast
@shoe_sticky
@math_rachel

Top Replied-To in G5:
@fsuischool

Top Replied-To in G7:
@ted_underwood
@oleg_sobchuk
@scott_bot

Top Replied-To in G9:
@jsecker

Top Replied-To in G10:
@knowledgeriver

Top Mentioned
Top Mentioned in Entire Graph:
@infoschoolsheff
@ischools
@iconf
@saraksha
@lisresearch
@uw_ischool
@alexfrummet
@asist_org
@ted_underwood
@sylvaindaronnat

Top Mentioned in G1:
@infoschoolsheff
@saraksha
@lisresearch
@ischools
@alexfrummet
@iconf
@ted_underwood

Top Mentioned in G2:
@iconf
@ischoolsu
@ischools
@bluegraniteinc
@samedelstein
@phdischoolsu

Top Mentioned in G3:
@ischools
@infoschoolsheff
@asist_org
@alexfrummet
@sylvaindaronnat
@iconf
@alisehq
@soisdom
@saraksha
@doctoralseminar

Top Mentioned in G4:
@ischools
@moustacheclubus
@shoe_sticky
@kolinakoltai
@2020partnership
@hogarthfan69
@mer__edith
@theatlantic
@zeynep

Top Mentioned in G5:
@uw_ischool
@foundation_jf
@ischoolumd
@ischoolui
@ischools

Top Mentioned in G6:
@openacademics
@igiglobal
@alalibrary
@lisresearch
@ifla_librarymap
@ifla_km
@ischools
@infolitgroup
@slahq

Top Mentioned in G7:
@ted_underwood
@benmschmidt
@leoimpett
@infoschoolsheff

Top Mentioned in G8:
@emrekazim_
@ucl
@ei4ai
@julie
@eresearch_ucl
@uclcs

Top Mentioned in G9:
@heroicendeavour
@nickpoole1
@tbowersbrown
@heliotropia

Top Mentioned in G10:
@uazischool
@uarizona
@knowledgeriver
@ischools

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@entwistletx
@epuujee
@trendsinai
@fabriciosx
@artificialbra1n
@theatlantic
@zeynep
@sixfo_grp
@james3neal

Top Tweeters in G1:
@bexxmodd
@entwistletx
@epuujee
@trendsinai
@fabriciosx
@sixfo_grp
@meet_abdulkadir
@pyscalellc
@compchembiobot
@suoman

Top Tweeters in G2:
@rutgerscomminfo
@samedelstein
@ischoolsu
@bksutherland
@mmsubram
@porg
@phdischoolsu
@utischool
@leemcknight
@ynotez

Top Tweeters in G3:
@artificialbra1n
@asist_org
@dominicanu
@workacademic
@sheilayoshikawa
@wcampaigner
@ischools
@hassan_zamir
@to_beaches
@martinhalvey

Top Tweeters in G4:
@theatlantic
@zeynep
@ggreenwald
@moustacheclubus
@shoe_sticky
@hogarthfan69
@mer__edith
@math_rachel
@peterpaws
@lijoivan

Top Tweeters in G5:
@uw_ischool
@ischoolui
@ischoolumd
@foundation_jf
@parryracer
@uwitnews
@jasoncyip
@alexkale17
@fsuischool
@islamiat0101

Top Tweeters in G6:
@alalibrary
@openacademics
@slahq
@infolitgroup
@igiglobal
@ifla_km
@lamba_manika
@ifla_librarymap

Top Tweeters in G7:
@scott_bot
@ted_underwood
@dan_sinykin
@_akpiper
@hanochrizz
@benmschmidt
@oleg_sobchuk
@leoimpett

Top Tweeters in G8:
@eresearch_ucl
@ucl
@uclcs
@hinapublish
@emrekazim_
@ei4ai
@julie

Top Tweeters in G9:
@nickpoole1
@heliotropia
@jsecker
@heroicendeavour
@alisonhicks0
@tbowersbrown

Top Tweeters in G10:
@bishopnaomi
@uarizona
@jamiealee2013
@uazischool
@knowledgeriver


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