iSchools, Twitter, 12/17/2020 5:52:39 AM, 243545


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iSchools_2020-12-16_20-33-36.xlsx
iSchools_2020-12-16_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2020
Short Description:
iSchools via NodeXL https://bit.ly/2KbVdg6
@ischools
@infoschoolsheff
@jameslowryatl
@uw_ischool
@islamiat0101
@lijoivan
@uwioss
@iconf
@cuinfoscience
@alisehq

Top hashtags:
#iconf21
#deadline
#ischools
#uazischool
#colloquiumseries
#oer
#rusci
#ia
#ccafrica

Description:
Description
The graph represents a network of 215 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, 17 December 2020 at 04:33 UTC.

The requested start date was Thursday, 17 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 75-day, 4-hour, 24-minute period from Thursday, 01 October 2020 at 05:59 UTC to Tuesday, 15 December 2020 at 10:23 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 : 215
Unique Edges : 152
Edges With Duplicates : 355
Total Edges : 507
Number of Edge Types : 5
Retweet : 144
MentionsInRetweet : 208
Mentions : 83
Tweet : 54
Replies to : 18
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0419847328244275
Reciprocated Edge Ratio : 0.0805860805860806
Connected Components : 30
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 137
Maximum Edges in a Connected Component : 402
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.252496
Graph Density : 0.00593349271897414
Modularity : 0.46281
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 215 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, 17 December 2020 at 04:33 UTC.

The requested start date was Thursday, 17 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 75-day, 4-hour, 24-minute period from Thursday, 01 October 2020 at 05:59 UTC to Tuesday, 15 December 2020 at 10:23 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] http://www.informationr.net/ir/25-3/paper872.html
[1] https://twitter.com/i/web/status/1338791763029405696
[1] https://www.theatlantic.com/ideas/archive/2020/12/trumps-farcical-inept-and-deadly-serious-coup-attempt/617309/

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://twitter.com/i/web/status/1338791763029405696
[1] https://twitter.com/drexelcci/status/1320799351287869440
[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

Top URLs in Tweet in G2:
[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 G3:
[2] https://twitter.com/iSchools/status/1316408432367468544
[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://archivaltech.org/new-work/
[1] https://twitter.com/i/web/status/1316134138903052288

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

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/

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

Top URLs in Tweet in G9:
[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 G10:
[1] https://twitter.com/emma_lurie/status/1323679127979716608

Top Domains
Top Domains in Tweet in Entire Graph:
[30] twitter.com
[28] ischools.org
[10] c-ischools.org
[1] informationr.net
[1] theatlantic.com
[1] mailchi.mp
[1] buffalo.edu
[1] utoronto.ca
[1] uw.edu
[1] eventbrite.com

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

Top Domains in Tweet in G2:
[2] twitter.com
[1] informationr.net

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

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] ischools.org
[4] c-ischools.org
[3] twitter.com
[1] digital-scholarship.org

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

Top Domains in Tweet in G8:
[1] mailchi.mp
[1] ischools.org

Top Domains in Tweet in G9:
[1] memberclicks.net

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] iconf21
[17] deadline
[8] ischools
[6] uazischool
[6] colloquiumseries
[4] oer
[3] rusci
[1] ia
[1] ccafrica
[1] creativecommons



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

Top Hashtags in Tweet in G3:
[6] uazischool
[6] colloquiumseries
[1] digitaldivide
[1] coronavirus
[1] misinformation

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 G8:
[1] ccafrica
[1] creativecommons
[1] ccglobalsummit

Top Words
Top Words in Tweet in Entire Graph:
[87] ischools
[69] information
[62] virtual
[59] more
[53] science
[47] event
[44] research
[44] programs
[43] students
[42] infoschoolsheff

Top Words in Tweet in G1:
[47] virtual
[44] more
[40] ischools
[40] information
[39] research
[33] event
[31] programs
[30] papers
[29] students
[28] power

Top Words in Tweet in G2:
[41] infoschoolsheff
[41] lecturer
[41] expertise
[41] chemoinformatics
[41] data
[38] science
[37] applied
[30] seeking
[30] appoint
[30] 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:
[4] ischools
[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:
[4] information
[4] ischools
[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:
[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 G9:
[3] alisehq
[3] asist_org
[3] ischools
[2] come
[2] study
[2] ischool
[2] rutgers
[2] accepting
[2] phd
[2] applications

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:
[42] lecturer,expertise
[42] expertise,chemoinformatics
[41] chemoinformatics,data
[38] data,science
[37] science,applied
[36] power,information
[33] virtual,event
[31] seeking,appoint
[31] appoint,highly
[31] highly,motivated

Top Word Pairs in Tweet in G1:
[30] research,papers
[28] power,information
[26] virtual,event
[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:
[41] lecturer,expertise
[41] expertise,chemoinformatics
[41] chemoinformatics,data
[38] data,science
[37] science,applied
[30] seeking,appoint
[30] appoint,highly
[30] highly,motivated
[30] motivated,lecturer
[29] 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 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] ischoolumd,ischoolui
[2] power,information
[2] virtual,event
[2] prospective,graduate
[2] graduate,students
[2] students,more

Top Word Pairs in Tweet in G9:
[2] come,study
[2] study,ischool
[2] ischool,rutgers
[2] rutgers,accepting
[2] accepting,phd
[2] phd,applications
[2] applications,ischools
[2] ischools,asist_org
[2] asist_org,alisehq

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
@cuny
@jamiealee2013
@isd911
@jameslowryatl
@mute
@saraksha
@uw_ischool

Top Mentioned in G1:
@ischools
@iconf
@drexelcci
@simmonsslis
@benjamindhorne
@infoschoolsheff
@ischoolsu
@phdischoolsu
@rutgerscomminfo
@utksis

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

Top Mentioned in G3:
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uw_ischool
@uazischool
@aninddey
@fcc
@wastatelib

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

Top Mentioned in G5:
@isd911
@stepupforciedu1

Top Mentioned in G7:
@opened_network
@bl
@sjsuischool

Top Mentioned in G8:
@ischools
@ischoolumd
@ischoolui
@uw_ischool
@wkwschool
@fsuischool

Top Mentioned in G9:
@alisehq
@asist_org
@ischools
@shirsh
@etmeyer
@dalbellomarija

Top Mentioned in G10:
@hcitonya

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

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

Top Tweeters in G2:
@entwistletx
@trendsinai
@sixfo_grp
@meet_abdulkadir
@suoman
@compchembiobot
@jessicacarri9
@jameswilsdon
@intranetfocus
@pyscalellc

Top Tweeters in G3:
@cuny
@fcc
@queenschronicle
@archivists_org
@paulvdudman
@cunytv
@rawfeminism
@wastatelib
@uw_ischool
@qc_news

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

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

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

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

Top Tweeters in G8:
@ischoolui
@fsucci
@ischoolumd
@fsuischool
@islamiat0101
@wkwschool

Top Tweeters in G9:
@asist_org
@alisehq
@dalbellomarija
@larabalaa
@etmeyer
@shirsh

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


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