iSchools, Twitter, 1/14/2021 4:55:48 AM, 245560


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iSchools_2021-01-13_20-33-36.xlsx
iSchools_2021-01-13_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
iSchools via NodeXL https://bit.ly/3qiZkWZ
@ischools
@infoschoolsheff
@lijoivan
@islamiat0101
@iconf
@uw_ischool
@bishopnaomi
@lisresearch
@knowledgeriver
@saraksha

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

Description:
Description
The graph represents a network of 147 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, 14 January 2021 at 04:33 UTC.

The requested start date was Thursday, 14 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 71-day, 20-hour, 56-minute period from Monday, 02 November 2020 at 21:31 UTC to Wednesday, 13 January 2021 at 18:28 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 : 147
Unique Edges : 93
Edges With Duplicates : 211
Total Edges : 304
Number of Edge Types : 5
Tweet : 22
Retweet : 88
MentionsInRetweet : 117
Replies to : 21
Mentions : 56
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0559006211180124
Reciprocated Edge Ratio : 0.105882352941176
Connected Components : 24
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 235
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.119907
Graph Density : 0.00792097660982201
Modularity : 0.451088
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 147 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, 14 January 2021 at 04:33 UTC.

The requested start date was Thursday, 14 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 71-day, 20-hour, 56-minute period from Monday, 02 November 2020 at 21:31 UTC to Wednesday, 13 January 2021 at 18:28 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:
[3] https://www.c-ischools.org/bluejacket-broadcast
[2] https://ali.memberclicks.net/tenure-track-faculty--dominican-university
[2] 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/News/9433038
[1] https://twitter.com/i/web/status/1349080022506758144
[1] https://recruitingbypaycor.com/career/JobIntroduction.action?clientId=8a78826752f2e2840152f6563b9f01df&id=8a7885a8766d9a3c0176cf5fffb06459&source=&lang=en
[1] https://ischools.org/Awards
[1] https://ali.memberclicks.net/alise-statement-on-artificial-intelligence--ai--ethics
[1] https://ischools.org/european-doctoral-seminar-series

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
[1] https://twitter.com/iSchools/status/1339929659799179267

Top URLs in Tweet in G2:
[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 G3:
[2] https://ali.memberclicks.net/tenure-track-faculty--dominican-university
[1] https://recruitingbypaycor.com/career/JobIntroduction.action?clientId=8a78826752f2e2840152f6563b9f01df&id=8a7885a8766d9a3c0176cf5fffb06459&source=&lang=en
[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://ischools.org/european-doctoral-seminar-series
[1] https://ali.memberclicks.net/alise-statement-on-artificial-intelligence--ai--ethics
[1] https://news.cci.fsu.edu/cci-news/cci-faculty/ischool-professor-charles-r-mcclure-retires-after-21-years-at-fsu/
[1] https://www.provost.utoronto.ca/wp-content/uploads/sites/155/2020/10/Advertisement-Information-1.pdf

Top URLs in Tweet in G4:
[2] https://ischools.org/News/9433038
[2] https://ischools.org/page-18322
[1] https://ischools.org/Awards
[1] https://ischools.org/Author-Instructions
[1] https://ischools.org/News/9336409

Top URLs in Tweet in G5:
[2] 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://opinio.ucl.ac.uk/s?s=70519

Top URLs in Tweet in G7:
[2] https://www.c-ischools.org/bluejacket-broadcast
[1] https://twitter.com/i/web/status/1341387052760363009
[1] https://www.zotero.org/lwynholds/items/I5VPSCG4?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[1] https://ischool.arizona.edu/sites/ischool.arizona.edu/files/data/NEWSLETTER_11DEC20.pdf
[1] https://twitter.com/reformala/status/1327378306660925441

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1326974293775949825

Top URLs in Tweet in G10:
[1] https://twitter.com/emma_lurie/status/1323679127979716608

Top Domains
Top Domains in Tweet in Entire Graph:
[13] twitter.com
[10] ischools.org
[3] memberclicks.net
[3] c-ischools.org
[2] uw.edu
[2] ac.uk
[1] recruitingbypaycor.com
[1] fsu.edu
[1] zotero.org
[1] arizona.edu

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

Top Domains in Tweet in G2:
[3] twitter.com
[1] theatlantic.com

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

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

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

Top Domains in Tweet in G6:
[1] ac.uk

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] iconf2021
[7] ischools
[6] iconf21
[4] deadline
[4] brexit
[4] oer
[2] datascience
[1] online_exams_only
[1] newsletter
[1] librarian



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

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

Top Hashtags in Tweet in G4:
[7] iconf2021
[4] iconf21
[3] deadline

Top Hashtags in Tweet in G6:
[4] brexit

Top Hashtags in Tweet in G7:
[1] ischools
[1] ia
[1] online_exams_only

Top Hashtags in Tweet in G8:
[1] newsletter
[1] librarian
[1] datascience
[1] research
[1] almuni
[1] awards
[1] graduateprograms
[1] highlights
[1] outstanding
[1] ischools

Top Hashtags in Tweet in G9:
[4] oer
[4] ischools

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

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

Top Words in Tweet in G2:
[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 G3:
[12] ischools
[5] more
[5] infoschoolsheff
[5] lecturer
[5] expertise
[5] chemoinformatics
[5] data
[5] science
[5] seminar
[4] applied

Top Words in Tweet in G4:
[9] iconf
[7] #iconf2021
[6] virtual
[6] event
[5] registration
[5] officially
[5] open
[5] sessions
[5] presentations
[5] taking

Top Words in Tweet in G5:
[5] alexa
[5] siri
[5] homes
[4] uw_ischool
[4] families
[4] taking
[4] part
[4] huge
[4] experiment
[4] brought

Top Words in Tweet in G6:
[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 G7:
[4] ischools
[3] big
[3] volleyball
[3] varsity
[3] 00
[2] link
[2] cambridge
[2] isanti
[2] matches
[2] squad

Top Words in Tweet in G8:
[5] uazischool
[4] students
[3] scoop
[3] happening
[3] uarizona
[3] faculty
[3] friends
[3] community
[3] latest
[2] knowledgeriver

Top Words in Tweet in G9:
[4] #oer
[4] librarianship
[4] professional
[4] development
[4] oen's
[4] courses
[4] #ischools
[4] enter
[3] opened_network
[3] bl

Top Words in Tweet in G10:
[5] happy
[5] help
[5] anyone
[5] applying
[5] ischools
[5] cs
[5] programs
[5] fall
[5] first
[5] gen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] lecturer,expertise
[53] expertise,chemoinformatics
[52] chemoinformatics,data
[42] 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:
[48] lecturer,expertise
[48] expertise,chemoinformatics
[47] chemoinformatics,data
[38] data,science
[37] seeking,appoint
[37] appoint,highly
[37] highly,motivated
[37] motivated,lecturer
[37] science,applied
[36] infoschoolsheff,seeking

Top Word Pairs in Tweet in G3:
[5] lecturer,expertise
[5] expertise,chemoinformatics
[5] chemoinformatics,data
[4] data,science
[4] science,applied
[3] assistant,professor
[3] more,ischools
[3] infoschoolsheff,seeking
[3] seeking,appoint
[3] appoint,highly

Top Word Pairs in Tweet in G4:
[6] virtual,event
[5] registration,officially
[5] officially,open
[5] open,#iconf2021
[5] #iconf2021,virtual
[5] event,sessions
[5] sessions,presentations
[5] presentations,taking
[5] taking,place
[5] place,online

Top Word Pairs in Tweet in G5:
[4] families,taking
[4] taking,part
[4] part,huge
[4] huge,experiment
[4] experiment,brought
[4] brought,alexa
[4] alexa,siri
[4] siri,homes
[4] homes,without
[4] without,knowing

Top Word Pairs in Tweet in G6:
[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 G7:
[2] link,cambridge
[2] cambridge,isanti
[2] volleyball,matches
[2] go,big
[2] big,blue

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[4] #oer,librarianship
[4] librarianship,professional
[4] professional,development
[4] development,oen's
[4] oen's,courses
[4] courses,#ischools
[4] #ischools,enter
[3] opened_network,#oer
[3] enter,bl

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@infoschoolsheff
@ischools
@iconf
@saraksha
@lisresearch
@asist_org
@uw_ischool
@hcitonya
@soisdom
@alisehq

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

Top Mentioned in G2:
@ischools
@moustacheclubus
@shoe_sticky
@kolinakoltai
@2020partnership
@hogarthfan69
@mer__edith
@theatlantic
@zeynep

Top Mentioned in G3:
@ischools
@infoschoolsheff
@asist_org
@soisdom
@alisehq
@iconf
@saraksha
@hassan_zamir
@dominicanu
@lisresearch

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

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

Top Mentioned in G6:
@emrekazim_
@ucl
@ei4ai
@julie
@eresearch_ucl
@uclcs

Top Mentioned in G8:
@uazischool
@uarizona
@knowledgeriver
@ischools

Top Mentioned in G9:
@opened_network
@bl

Top Mentioned in G10:
@hcitonya

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
@suoman
@compchembiobot

Top Tweeters in G2:
@theatlantic
@zeynep
@ggreenwald
@moustacheclubus
@shoe_sticky
@hogarthfan69
@mer__edith
@math_rachel
@peterpaws
@lijoivan

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

Top Tweeters in G4:
@rutgerscomminfo
@ischoolsu
@bksutherland
@mmsubram
@phdischoolsu
@utischool
@iconf
@daniel_akuna
@terjecol
@mrsmrs_phd

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

Top Tweeters in G6:
@eresearch_ucl
@ucl
@uclcs
@hinapublish
@emrekazim_
@ei4ai
@julie

Top Tweeters in G7:
@bee509
@cihs_activities
@lwynholds
@bikesbooksother
@beingsalarii
@essa81446706

Top Tweeters in G8:
@bishopnaomi
@uarizona
@jamiealee2013
@uazischool
@knowledgeriver

Top Tweeters in G9:
@james3neal
@bl
@sjsuischool
@opened_network
@literacyfan

Top Tweeters in G10:
@de_kosnik
@sienna_schatzz
@berkeleyischool
@cat_c_b
@hcitonya