iSchools, Twitter, 12/31/2020 4:37:57 AM, 244476


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iSchools_2020-12-30_20-33-36.xlsx
iSchools_2020-12-30_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2020
Short Description:
iSchools via NodeXL https://bit.ly/3hwmplS
@ischools
@infoschoolsheff
@jameslowryatl
@uw_ischool
@lijoivan
@islamiat0101
@iconf
@uwioss
@cuinfoscience
@saraksha

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

Description:
Description
The graph represents a network of 234 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, 31 December 2020 at 04:33 UTC.

The requested start date was Thursday, 31 December 2020 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 89-day, 9-hour, 50-minute period from Thursday, 01 October 2020 at 05:59 UTC to Tuesday, 29 December 2020 at 15:50 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 : 234
Unique Edges : 169
Edges With Duplicates : 386
Total Edges : 555
Number of Edge Types : 5
Replies to : 23
Mentions : 94
Retweet : 155
MentionsInRetweet : 224
Tweet : 59
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.049645390070922
Reciprocated Edge Ratio : 0.0945945945945946
Connected Components : 35
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 144
Maximum Edges in a Connected Component : 440
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.258776
Graph Density : 0.00542900113715564
Modularity : 0.455979
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 234 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, 31 December 2020 at 04:33 UTC.

The requested start date was Thursday, 31 December 2020 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 89-day, 9-hour, 50-minute period from Thursday, 01 October 2020 at 05:59 UTC to Tuesday, 29 December 2020 at 15:50 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://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[2] https://ischools.org/page-18116
[2] https://ischools.org/iConference
[1] https://www.zotero.org/lwynholds/items/I5VPSCG4?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1341387052760363009
[1] https://ali.memberclicks.net/index.php?option=com_jevents&task=icalrepeat.detail&evid=55&Itemid=213&year=2020&month=10&day=23&title=alise-ifederation-panel-session--higher-education-and-research-community-responses-to-the-covid-19-pandemic&uid=982cdb6b6cef3e574f834d97da2295e8

Top URLs in Tweet in G1:
[7] https://ischools.org/Virtual-Career-Fair
[5] https://ischools.org/page-18359
[2] https://ischools.org/iConference
[2] https://ischools.org/page-18116
[1] https://ischools.org/News/9433038
[1] https://ischools.org/2021-iConference-goes-online-announcement/
[1] https://ischools.org/News/9317544
[1] https://ischools.org/News/9336409
[1] https://twitter.com/i/web/status/1338791763029405696
[1] https://twitter.com/iSchools/status/1339929659799179267

Top URLs in Tweet in G2:
[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 G3:
[1] https://twitter.com/i/web/status/1338545874939629574
[1] https://twitter.com/i/web/status/1338490872904773633
[1] http://www.informationr.net/ir/25-3/paper872.html

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.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 G6:
[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 G7:
[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 G8:
[1] https://ali.memberclicks.net/index.php?option=com_jevents&task=icalrepeat.detail&evid=55&Itemid=213&year=2020&month=10&day=23&title=alise-ifederation-panel-session--higher-education-and-research-community-responses-to-the-covid-19-pandemic&uid=982cdb6b6cef3e574f834d97da2295e8
[1] https://ali.memberclicks.net/alise-statement-on-artificial-intelligence--ai--ethics

Top URLs in Tweet in G9:
[1] https://mailchi.mp/creativecommons.org/cc-summit-intent-to-register
[1] https://ischools.org/page-18359

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

Top Domains
Top Domains in Tweet in Entire Graph:
[32] twitter.com
[30] ischools.org
[10] c-ischools.org
[2] memberclicks.net
[1] zotero.org
[1] arizona.edu
[1] informationr.net
[1] theatlantic.com
[1] mailchi.mp
[1] buffalo.edu

Top Domains in Tweet in G1:
[23] ischools.org
[9] twitter.com
[1] vimeo.com
[1] utoronto.ca
[1] eventbrite.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] arizona.edu
[1] uw.edu
[1] ischools.org
[1] archivaltech.org

Top Domains in Tweet in G3:
[2] twitter.com
[1] informationr.net

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

Top Domains in Tweet in G5:
[4] c-ischools.org
[1] twitter.com

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

Top Domains in Tweet in G7:
[1] twitter.com
[1] sjsu.edu

Top Domains in Tweet in G8:
[2] memberclicks.net

Top Domains in Tweet in G9:
[1] mailchi.mp
[1] ischools.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] iconf21
[17] deadline
[9] ischools
[7] iconf2021
[6] uazischool
[6] colloquiumseries
[4] oer
[3] rusci
[1] newsletter
[1] librarian



Top Hashtags in Tweet in G1:
[23] iconf21
[17] deadline
[7] iconf2021
[3] rusci
[1] ischoolsworldwide
[1] scimi

Top Hashtags in Tweet in G2:
[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 G5:
[1] bluejacketpride

Top Hashtags in Tweet in G6:
[1] icadl2020
[1] ischool
[1] jacketpride

Top Hashtags in Tweet in G7:
[4] oer
[4] ischools

Top Hashtags in Tweet in G9:
[1] ccafrica
[1] creativecommons
[1] ccglobalsummit

Top Words
Top Words in Tweet in Entire Graph:
[96] ischools
[69] virtual
[69] information
[62] more
[56] science
[54] event
[49] students
[48] research
[45] data
[44] programs

Top Words in Tweet in G1:
[54] virtual
[45] more
[41] research
[40] event
[40] information
[40] ischools
[31] programs
[30] papers
[28] students
[28] power

Top Words in Tweet in G2:
[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 G3:
[42] infoschoolsheff
[42] lecturer
[42] expertise
[42] chemoinformatics
[42] data
[39] science
[38] applied
[30] seeking
[30] appoint
[30] highly

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:
[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 G6:
[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 G7:
[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 G8:
[4] alisehq
[4] asist_org
[4] ischools
[2] ethics
[2] ai
[2] statement
[2] come
[2] study
[2] ischool
[2] rutgers

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

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:
[44] lecturer,expertise
[44] expertise,chemoinformatics
[43] chemoinformatics,data
[40] virtual,event
[40] data,science
[39] science,applied
[36] power,information
[31] seeking,appoint
[31] appoint,highly
[31] highly,motivated

Top Word Pairs in Tweet in G1:
[33] virtual,event
[30] research,papers
[28] power,information
[22] information,virtual
[22] event,showcasing
[22] showcasing,opportunities
[22] opportunities,programs
[22] programs,prospective
[21] prospective,graduate
[21] graduate,students

Top Word Pairs in Tweet in G2:
[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 G3:
[42] lecturer,expertise
[42] expertise,chemoinformatics
[42] chemoinformatics,data
[39] data,science
[38] science,applied
[30] seeking,appoint
[30] appoint,highly
[30] highly,motivated
[30] motivated,lecturer
[29] infoschoolsheff,seeking

Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[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 G8:
[2] alisehq,asist_org
[2] asist_org,ischools
[2] ethics,ai
[2] ai,statement
[2] come,study
[2] study,ischool
[2] ischool,rutgers
[2] rutgers,accepting
[2] accepting,phd
[2] phd,applications

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

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:
@ischools
@infoschoolsheff
@iconf
@saraksha
@cuny
@jamiealee2013
@isd911
@jameslowryatl
@mute
@uazischool

Top Mentioned in G1:
@ischools
@iconf
@drexelcci
@alexfrummet
@infoschoolsheff
@simmonsslis
@benjamindhorne
@sylvaindaronnat
@saraksha
@ischoolsu

Top Mentioned in G2:
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uazischool
@uw_ischool
@uarizona
@aninddey
@ischools

Top Mentioned in G3:
@infoschoolsheff
@saraksha
@ischools
@lisresearch
@intranetfocus

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

Top Mentioned in G5:
@isd911
@stepupforciedu1

Top Mentioned in G7:
@opened_network
@bl
@sjsuischool

Top Mentioned in G8:
@alisehq
@asist_org
@ischools
@shirsh
@etmeyer
@dalbellomarija

Top Mentioned in G9:
@ischools
@ischoolumd
@ischoolui
@uw_ischool
@wkwschool
@fsuischool

Top Mentioned in G10:
@hcitonya

Top Tweeters
Top Tweeters in Entire Graph:
@entwistletx
@trendsinai
@theatlantic
@zeynep
@sixfo_grp
@inaljnaomi
@james3neal
@ggreenwald
@lisalibrarian
@diminieloops

Top Tweeters in G1:
@rutgerscomminfo
@clj59
@ischoolsu
@m7admit
@_kevintrainor
@lisresearch
@simmonsslis
@uncsils
@ssekittof
@crhinesmith

Top Tweeters in G2:
@bishopnaomi
@uarizona
@cuny
@fcc
@queenschronicle
@archivists_org
@paulvdudman
@cunytv
@rawfeminism
@wastatelib

Top Tweeters in G3:
@entwistletx
@trendsinai
@sixfo_grp
@meet_abdulkadir
@pyscalellc
@suoman
@compchembiobot
@jessicacarri9
@jameswilsdon
@intranetfocus

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

Top Tweeters in G5:
@joshbosma
@38rudy
@kosarkablue
@isd911
@ciprincipal
@d911eats
@odonovry
@trout4213
@jacswan72
@jbrooksbaseball

Top Tweeters in G6:
@digitalkoans
@cihs_activities
@lwynholds
@siswsu
@bikesbooksother
@_rumble_strips_
@beingsalarii
@emmaspiro
@george_at_uofsc
@tsiedlecki

Top Tweeters in G7:
@james3neal
@reformanational
@bl
@sjsuischool
@opened_network
@literacyfan
@clnelsen94
@sjsu_1stgen

Top Tweeters in G8:
@asist_org
@alisehq
@dalbellomarija
@larabalaa
@etmeyer
@shirsh

Top Tweeters in G9:
@ischoolui
@fsucci
@ischoolumd
@fsuischool
@islamiat0101
@wkwschool

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


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