iSchools, Twitter, 1/28/2021 4:54:07 AM, 246673


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iSchools_2021-01-27_20-33-36.xlsx
iSchools_2021-01-27_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2021
Short Description:
iSchools via NodeXL https://bit.ly/2YscQLX
@ischools
@infoschoolsheff
@iconf
@lamba_manika
@islamiat0101
@lijoivan
@lisresearch
@ted_underwood
@uw_ischool
@daniel_akuna

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

Description:
Description
The graph represents a network of 209 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, 28 January 2021 at 04:33 UTC.

The requested start date was Thursday, 28 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 83-day, 0-hour, 56-minute period from Monday, 02 November 2020 at 21:31 UTC to Sunday, 24 January 2021 at 22:27 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 : 209
Unique Edges : 151
Edges With Duplicates : 269
Total Edges : 420
Number of Edge Types : 5
Retweet : 114
MentionsInRetweet : 155
Replies to : 29
Mentions : 92
Tweet : 30
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0695652173913043
Reciprocated Edge Ratio : 0.130081300813008
Connected Components : 31
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 115
Maximum Edges in a Connected Component : 304
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.587697
Graph Density : 0.00565881486934118
Modularity : 0.490213
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 209 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, 28 January 2021 at 04:33 UTC.

The requested start date was Thursday, 28 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 83-day, 0-hour, 56-minute period from Monday, 02 November 2020 at 21:31 UTC to Sunday, 24 January 2021 at 22:27 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:
[5] https://www.c-ischools.org/bluejacket-broadcast
[4] https://www.c-ischools.org/domain/163
[3] https://ischool.uw.edu/news/2021/01/how-do-alexa-and-siri-affect-kids-ischools-hiniker-investigates
[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/1352719396372848641
[1] https://twitter.com/i/web/status/1352387356087750657

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

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

Top URLs in Tweet in G6:
[3] https://ischool.uw.edu/news/2021/01/how-do-alexa-and-siri-affect-kids-ischools-hiniker-investigates

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1352231350762405891
[1] https://twitter.com/i/web/status/1349080022506758144

Top URLs in Tweet in G8:
[1] https://ischools.org/The-iSchool-Movement
[1] https://twitter.com/LeoImpett/status/1349788289440632836
[1] https://ischools.org/Directory

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1352719396372848641
[1] https://twitter.com/emma_lurie/status/1323679127979716608

Top URLs in Tweet in G10:
[1] https://opinio.ucl.ac.uk/s?s=70519

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[14] ischools.org
[9] 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:
[1] igi-global.com

Top Domains in Tweet in G6:
[3] uw.edu

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

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

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] iconf2021
[8] iconf21
[7] ischools
[4] deadline
[4] brexit
[4] oer
[2] datascience
[1] igetmyselfietoschool
[1] ecisleadership21
[1] tucson



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

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

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

Top Hashtags in Tweet in G5:
[1] ijlis

Top Hashtags in Tweet in G10:
[4] brexit

Top Words
Top Words in Tweet in Entire Graph:
[66] ischools
[55] data
[54] expertise
[53] lecturer
[53] chemoinformatics
[52] infoschoolsheff
[49] 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:
[15] iconf
[10] research
[9] place
[8] nominees
[8] #iconf2021
[7] congratulations
[7] finalists
[7] paper
[7] virtual
[7] event

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:
[4] library
[2] alalibrary
[2] ischools
[2] information

Top Words in Tweet in G6:
[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 G7:
[4] using
[2] digischoolserc
[2] very
[2] wizzy
[2] whiz
[2] immersive
[2] reader
[2] look
[2] more
[2] information

Top Words in Tweet in G8:
[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 G9:
[8] first
[5] happy
[5] help
[5] anyone
[5] applying
[5] ischools
[5] cs
[5] programs
[5] fall
[5] gen

Top Words in Tweet in G10:
[4] pls
[4] complete
[4] survey
[4] #brexit
[4] opportunities
[4] threats
[4] information
[4] ict
[4] professionals
[4] 2021

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:
[7] virtual,event
[7] place,online
[6] congratulations,year's
[6] year's,nominees
[6] nominees,five
[6] five,finalists
[6] finalists,selected
[6] selected,each
[6] each,research
[6] 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:
[2] library,information

Top Word Pairs in Tweet in G6:
[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:
[2] very,wizzy
[2] wizzy,whiz
[2] whiz,using
[2] using,immersive
[2] immersive,reader
[2] reader,look
[2] look,more
[2] more,information
[2] information,soon
[2] soon,move

Top Word Pairs in Tweet in G8:
[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 G9:
[5] happy,help
[5] help,anyone
[5] anyone,applying
[5] applying,ischools
[5] ischools,cs
[5] cs,programs
[5] programs,fall
[5] fall,first
[5] first,gen
[5] gen,feel

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@ted_underwood
@ischools
@_wildeatheart
@broajk
@redlibrarian
@dgstemmissc
@jsecker
@utischool
@oleg_sobchuk
@scott_bot

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:
@broajk

Top Replied-To in G6:
@fsuischool

Top Replied-To in G7:
@dgstemmissc

Top Replied-To in G8:
@ted_underwood
@oleg_sobchuk
@scott_bot

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

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

Top Mentioned in G2:
@iconf
@ischools
@ischoolsu
@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:
@alalibrary
@aasl
@openacademics
@igiglobal
@lisresearch
@ifla_librarymap
@ifla_km
@ischools
@infolitgroup
@slahq

Top Mentioned in G6:
@uw_ischool
@foundation_jf
@ischoolumd
@ischoolui
@ischools

Top Mentioned in G7:
@digischoolserc
@sactechdigital
@rosjlee
@mckean_mrr
@digilearnren
@nldigitalschool
@nbrotherwood

Top Mentioned in G8:
@ted_underwood
@benmschmidt
@leoimpett
@infoschoolsheff

Top Mentioned in G9:
@hcitonya
@ischoolidea

Top Mentioned in G10:
@emrekazim_
@ucl
@ei4ai
@julie
@eresearch_ucl
@uclcs

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

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

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

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:
@broajk
@alalibrary
@aasl
@openacademics
@slahq
@infolitgroup
@igiglobal
@ifla_km
@lamba_manika
@ifla_librarymap

Top Tweeters in G6:
@uw_ischool
@ischoolui
@ischoolumd
@foundation_jf
@parryracer
@uwitnews
@jasoncyip
@alexkale17
@fsuischool
@islamiat0101

Top Tweeters in G7:
@rosjlee
@digischoolserc
@ictcrowd
@john_education
@nldigitalschool
@sactechdigital
@mckean_mrr
@nbrotherwood
@dgstemmissc
@digilearnren

Top Tweeters in G8:
@scott_bot
@ted_underwood
@dan_sinykin
@_akpiper
@hanochrizz
@benmschmidt
@oleg_sobchuk
@leoimpett

Top Tweeters in G9:
@de_kosnik
@sienna_schatzz
@berkeleyischool
@cat_c_b
@hcitonya
@wes_deng
@ischoolidea

Top Tweeters in G10:
@eresearch_ucl
@ucl
@uclcs
@hinapublish
@emrekazim_
@ei4ai
@julie


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