iSchools, Twitter, 1/7/2021 8:08:01 AM, 245058


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iSchools_2021-01-06_20-33-36.xlsx
iSchools_2021-01-06_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2021
Short Description:
iSchools via NodeXL https://bit.ly/2KZSQ0p
@ischools
@infoschoolsheff
@jameslowryatl
@uw_ischool
@lijoivan
@islamiat0101
@iconf
@uwioss
@cuinfoscience
@lisresearch

Top hashtags:
#iconf21
#deadline
#ischools
#iconf2021
#uazischool
#colloquiumseries
#brexit
#oer
#rusci

Description:
Description
The graph represents a network of 253 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, 07 January 2021 at 04:33 UTC.

The requested start date was Thursday, 07 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 97-day, 12-hour, 8-minute period from Thursday, 01 October 2020 at 05:59 UTC to Wednesday, 06 January 2021 at 18:08 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 : 253
Unique Edges : 181
Edges With Duplicates : 420
Total Edges : 601
Number of Edge Types : 5
Replies to : 26
Retweet : 168
MentionsInRetweet : 242
Mentions : 104
Tweet : 61
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0559210526315789
Reciprocated Edge Ratio : 0.105919003115265
Connected Components : 39
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 150
Maximum Edges in a Connected Component : 472
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.244611
Graph Density : 0.00503482025221156
Modularity : 0.45576
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 253 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, 07 January 2021 at 04:33 UTC.

The requested start date was Thursday, 07 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 97-day, 12-hour, 8-minute period from Thursday, 01 October 2020 at 05:59 UTC to Wednesday, 06 January 2021 at 18:08 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:
[11] https://ischools.org/Virtual-Career-Fair
[6] https://ischools.org/page-18359
[4] https://www.c-ischools.org/bluejacket-broadcast
[4] https://twitter.com/iSchools/status/1316408432367468544
[2] https://ischools.org/page-18322
[2] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[2] https://ischools.org/News/9433038
[2] https://ischools.org/page-18116
[2] https://ischools.org/iConference
[1] https://opinio.ucl.ac.uk/s?s=70519

Top URLs in Tweet in G1:
[8] https://ischools.org/Virtual-Career-Fair
[5] https://ischools.org/page-18359
[1] https://recruitingbypaycor.com/career/JobIntroduction.action?clientId=8a78826752f2e2840152f6563b9f01df&id=8a7885a8766d9a3c0176cf5fffb06459&source=&lang=en
[1] https://ischools.org/european-doctoral-seminar-series
[1] https://ischools.org/page-18118
[1] https://twitter.com/i/web/status/1318144865952321536
[1] https://twitter.com/iconf/status/1320443692629581825
[1] https://twitter.com/iconf/status/1320696686600056839
[1] https://ischools.org/News/9336175
[1] https://twitter.com/i/web/status/1336742656794374144

Top URLs in Tweet in G2:
[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
[1] http://www.informationr.net/ir/25-3/paper872.html
[1] https://twitter.com/iSchools/status/1339929659799179267

Top URLs in Tweet in G3:
[2] https://twitter.com/iSchools/status/1316408432367468544
[1] https://ischool.arizona.edu/sites/ischool.arizona.edu/files/data/NEWSLETTER_11DEC20.pdf
[1] https://twitter.com/i/web/status/1316134138903052288
[1] https://ischool.uw.edu/news/2020/10/fcc-honors-ischools-cindy-aden-work-expand-broadband-access
[1] https://ischools.org/Virtual-Career-Fair
[1] https://twitter.com/reformala/status/1327378306660925441
[1] https://archivaltech.org/new-work/

Top URLs in Tweet in G4:
[2] https://ischools.org/page-18322
[2] https://ischools.org/News/9433038
[2] https://ischools.org/iConference
[2] https://ischools.org/page-18116
[1] https://ischools.org/2021-iConference-goes-online-announcement/
[1] https://ischools.org/News/9317544
[1] https://ischools.org/News/9336409

Top URLs in Tweet in G5:
[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 G6:
[1] https://www.c-ischools.org:443/referendum
[1] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[1] https://twitter.com/i/web/status/1321157806171561989
[1] https://www.c-ischools.org/Page/462
[1] http://www.c-ischools.org/vote

Top URLs in Tweet in G7:
[3] https://www.c-ischools.org/bluejacket-broadcast
[2] https://ischools.org/Virtual-Career-Fair
[1] https://twitter.com/i/web/status/1311546217327783936
[1] https://twitter.com/USCPSC/status/1316773760976982016
[1] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[1] https://ischools.org/page-8689/BlogPost/4899511/9299559
[1] https://ischools.org/CustomUrlHandler
[1] https://twitter.com/i/web/status/1320732004405682176
[1] https://digital-scholarship.org/digitalkoans/2020/10/29/integrating-research-and-teaching-for-data-curation-in-ischools/
[1] https://twitter.com/i/web/status/1341387052760363009

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1326974293775949825
[1] https://ischool.sjsu.edu/istudent-blog/dont-miss-sjsu-ischools-diversity-webcast-series

Top URLs in Tweet in G9:
[1] https://opinio.ucl.ac.uk/s?s=70519

Top URLs in Tweet in G10:
[1] https://mailchi.mp/creativecommons.org/cc-summit-intent-to-register
[1] https://ischools.org/page-18359

Top Domains
Top Domains in Tweet in Entire Graph:
[34] ischools.org
[32] twitter.com
[10] c-ischools.org
[2] ac.uk
[2] memberclicks.net
[1] recruitingbypaycor.com
[1] informationr.net
[1] zotero.org
[1] arizona.edu
[1] theatlantic.com

Top Domains in Tweet in G1:
[17] ischools.org
[7] twitter.com
[2] memberclicks.net
[1] recruitingbypaycor.com
[1] vimeo.com
[1] utoronto.ca
[1] eventbrite.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] ac.uk
[1] informationr.net

Top Domains in Tweet in G3:
[4] twitter.com
[1] arizona.edu
[1] uw.edu
[1] ischools.org
[1] archivaltech.org

Top Domains in Tweet in G4:
[11] ischools.org

Top Domains in Tweet in G5:
[3] twitter.com
[1] theatlantic.com

Top Domains in Tweet in G6:
[4] c-ischools.org
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] ischools.org
[4] c-ischools.org
[1] digital-scholarship.org
[1] zotero.org

Top Domains in Tweet in G8:
[1] twitter.com
[1] sjsu.edu

Top Domains in Tweet in G9:
[1] ac.uk

Top Domains in Tweet in G10:
[1] mailchi.mp
[1] ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] iconf21
[17] deadline
[10] ischools
[9] iconf2021
[6] uazischool
[6] colloquiumseries
[4] brexit
[4] oer
[3] rusci
[2] datascience



Top Hashtags in Tweet in G1:
[11] iconf21
[8] deadline
[3] ischools
[3] rusci
[1] iconf2021
[1] ischoolsworldwide
[1] scimi

Top Hashtags in Tweet in G2:
[1] iconf2021
[1] chemoinformatics
[1] datascience
[1] academicjobs
[1] ischools

Top Hashtags in Tweet in G3:
[6] uazischool
[6] colloquiumseries
[1] newsletter
[1] librarian
[1] datascience
[1] research
[1] almuni
[1] awards
[1] graduateprograms
[1] highlights

Top Hashtags in Tweet in G4:
[12] iconf21
[9] deadline
[7] iconf2021

Top Hashtags in Tweet in G6:
[1] bluejacketpride

Top Hashtags in Tweet in G7:
[1] icadl2020
[1] ischool
[1] jacketpride

Top Hashtags in Tweet in G8:
[4] oer
[4] ischools

Top Hashtags in Tweet in G9:
[4] brexit

Top Hashtags in Tweet in G10:
[1] ccafrica
[1] creativecommons
[1] ccglobalsummit

Top Words
Top Words in Tweet in Entire Graph:
[103] ischools
[73] information
[69] virtual
[66] more
[58] science
[54] event
[53] data
[52] infoschoolsheff
[52] lecturer
[52] expertise

Top Words in Tweet in G1:
[42] ischools
[38] information
[38] virtual
[32] event
[32] more
[29] programs
[27] power
[25] graduate
[23] students
[22] opportunities

Top Words in Tweet in G2:
[51] infoschoolsheff
[51] lecturer
[51] expertise
[51] chemoinformatics
[50] data
[41] science
[40] applied
[39] seeking
[39] appoint
[39] highly

Top Words in Tweet in G3:
[20] join
[12] cuny
[12] nov
[12] 19
[12] reading
[12] jamiealee2013
[12] forthcoming
[12] book
[12] followed
[12] discussion

Top Words in Tweet in G4:
[20] research
[16] papers
[15] more
[15] virtual
[14] submission
[12] iconf
[12] #iconf21
[12] full
[11] short
[11] end

Top Words in Tweet in G5:
[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 G6:
[24] pupil
[16] referendum
[12] local
[12] operating
[12] approved
[12] unlock
[12] 800
[12] funding
[12] schools
[12] including

Top Words in Tweet in G7:
[6] ischools
[4] information
[4] big
[3] 30
[3] programs
[3] virtual
[3] event
[3] link
[3] volleyball
[3] varsity

Top Words in Tweet in G8:
[4] #oer
[4] librarianship
[4] professional
[4] development
[4] oen's
[4] courses
[4] #ischools
[4] enter
[4] read
[4] ischool

Top Words in Tweet in G9:
[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:
[3] ischools
[3] information
[3] event
[3] graduate
[2] fsuischool
[2] ischoolumd
[2] ischoolui
[2] power
[2] virtual
[2] opportunities

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] lecturer,expertise
[52] expertise,chemoinformatics
[51] chemoinformatics,data
[42] data,science
[41] science,applied
[40] virtual,event
[39] seeking,appoint
[39] appoint,highly
[39] highly,motivated
[39] motivated,lecturer

Top Word Pairs in Tweet in G1:
[27] power,information
[24] virtual,event
[20] information,virtual
[20] event,showcasing
[20] showcasing,opportunities
[20] opportunities,programs
[20] programs,prospective
[19] prospective,graduate
[19] graduate,students
[19] students,more

Top Word Pairs in Tweet in G2:
[51] lecturer,expertise
[51] expertise,chemoinformatics
[50] chemoinformatics,data
[41] data,science
[40] science,applied
[39] seeking,appoint
[39] appoint,highly
[39] highly,motivated
[39] motivated,lecturer
[38] infoschoolsheff,seeking

Top Word Pairs in Tweet in G3:
[12] join,cuny
[12] cuny,nov
[12] nov,19
[12] 19,reading
[12] reading,jamiealee2013
[12] jamiealee2013,forthcoming
[12] forthcoming,book
[12] book,followed
[12] followed,discussion
[11] jameslowryatl,join

Top Word Pairs in Tweet in G4:
[16] research,papers
[11] short,research
[10] full,short
[9] #deadline,#iconf21
[9] uploaded,conftool
[9] end,day
[9] monday,october
[8] submission,#deadline
[8] virtual,event
[7] iconference,2021

Top Word Pairs in Tweet in G6:
[12] local,operating
[12] operating,referendum
[12] referendum,approved
[12] approved,unlock
[12] unlock,800
[12] 800,pupil
[12] pupil,funding
[12] funding,schools
[12] schools,including
[12] including,103

Top Word Pairs in Tweet in G7:
[3] go,big
[3] big,blue
[2] tomorrow,wsu
[2] wsu,sis
[2] sis,power
[2] power,information
[2] information,virtual
[2] virtual,event
[2] event,showcasing
[2] showcasing,opportunities

Top Word Pairs in Tweet in G8:
[4] #oer,librarianship
[4] librarianship,professional
[4] professional,development
[4] development,oen's
[4] oen's,courses
[4] courses,#ischools
[4] #ischools,enter
[4] read,ischool
[4] ischool,student
[4] student,blog

Top Word Pairs in Tweet in G9:
[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:
[2] ischoolumd,ischoolui
[2] power,information
[2] virtual,event
[2] prospective,graduate
[2] graduate,students
[2] students,more

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@infoschoolsheff
@iconf
@saraksha
@cuny
@jamiealee2013
@isd911
@jameslowryatl
@mute
@lisresearch

Top Mentioned in G1:
@ischools
@iconf
@asist_org
@alisehq
@hassan_zamir
@drexelcci
@dominicanu
@simmonsslis
@benjamindhorne
@soisdom

Top Mentioned in G2:
@infoschoolsheff
@saraksha
@lisresearch
@ischools
@iconf
@alexfrummet
@intranetfocus

Top Mentioned in G3:
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uazischool
@uw_ischool
@uarizona
@aninddey
@ischools

Top Mentioned in G4:
@iconf
@ischools
@ischoolsu
@phdischoolsu

Top Mentioned in G5:
@ischools
@moustacheclubus
@shoe_sticky
@kolinakoltai
@2020partnership
@hogarthfan69
@mer__edith
@theatlantic
@zeynep

Top Mentioned in G6:
@isd911
@stepupforciedu1

Top Mentioned in G8:
@opened_network
@bl
@sjsuischool

Top Mentioned in G9:
@emrekazim_
@ucl
@ei4ai
@julie
@eresearch_ucl
@uclcs

Top Mentioned in G10:
@ischools
@ischoolumd
@ischoolui
@uw_ischool
@wkwschool
@fsuischool

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

Top Tweeters in G1:
@artificialbra1n
@rutgerscomminfo
@m7admit
@simmonsslis
@uncsils
@asist_org
@ssekittof
@dominicanu
@mmt98
@crhinesmith

Top Tweeters in G2:
@entwistletx
@epuujee
@fabriciosx
@trendsinai
@sixfo_grp
@meet_abdulkadir
@pyscalellc
@suoman
@compchembiobot
@jessicacarri9

Top Tweeters in G3:
@bishopnaomi
@uarizona
@cuny
@fcc
@queenschronicle
@archivists_org
@paulvdudman
@cunytv
@rawfeminism
@wastatelib

Top Tweeters in G4:
@clj59
@ischoolsu
@_kevintrainor
@mmsubram
@libconferences
@isaja
@phdischoolsu
@iconf
@sociotechnet
@daniel_akuna

Top Tweeters in G5:
@theatlantic
@zeynep
@ggreenwald
@moustacheclubus
@shoe_sticky
@math_rachel
@mer__edith
@hogarthfan69
@peterpaws
@lijoivan

Top Tweeters in G6:
@joshbosma
@38rudy
@kosarkablue
@isd911
@ciprincipal
@d911eats
@odonovry
@trout4213
@jacswan72
@jbrooksbaseball

Top Tweeters in G7:
@digitalkoans
@cihs_activities
@lwynholds
@siswsu
@bikesbooksother
@_rumble_strips_
@beingsalarii
@emmaspiro
@george_at_uofsc
@tsiedlecki

Top Tweeters in G8:
@james3neal
@reformanational
@bl
@sjsuischool
@opened_network
@literacyfan
@clnelsen94
@sjsu_1stgen

Top Tweeters in G9:
@eresearch_ucl
@ucl
@uclcs
@hinapublish
@emrekazim_
@ei4ai
@julie

Top Tweeters in G10:
@ischoolui
@fsucci
@ischoolumd
@fsuischool
@islamiat0101
@wkwschool


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