iSchools, Twitter, 12/3/2020 10:35:37 PM, 242634


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iSchools_2020-12-02_20-33-36.xlsx
iSchools_2020-12-02_20-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2020
Short Description:
iSchools via NodeXL https://bit.ly/3omcphd
@ischools
@jameslowryatl
@iconf
@uw_ischool
@islamiat0101
@lijoivan
@dujiarainy
@cuinfoscience
@alisehq
@jamiealee2013

Top hashtags:
#iconf21
#deadline
#ischools
#uazischool
#colloquiumseries
#oer
#rusci
#lis
#library

Description:
Description
The graph represents a network of 205 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, 03 December 2020 at 04:33 UTC.

The requested start date was Thursday, 03 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 72-day, 6-hour, 18-minute period from Thursday, 03 September 2020 at 01:01 UTC to Saturday, 14 November 2020 at 07:20 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 : 205
Unique Edges : 156
Edges With Duplicates : 344
Total Edges : 500
Number of Edge Types : 5
Tweet : 62
Replies to : 15
Mentions : 93
Retweet : 134
MentionsInRetweet : 196
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0448979591836735
Reciprocated Edge Ratio : 0.0859375
Connected Components : 32
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 383
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.122509
Graph Density : 0.00612147297943568
Modularity : 0.437331
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 205 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, 03 December 2020 at 04:33 UTC.

The requested start date was Thursday, 03 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 72-day, 6-hour, 18-minute period from Thursday, 03 September 2020 at 01:01 UTC to Saturday, 14 November 2020 at 07:20 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
[5] https://ischools.org/page-18116
[4] https://www.c-ischools.org/bluejacket-broadcast
[4] https://twitter.com/iSchools/status/1316408432367468544
[3] https://utpjournals.press/doi/full/10.3138/jelis.61.3.08
[3] https://www.c-ischools.org:443/referendum
[3] https://ischools.org/News/9234786
[2] https://www.c-ischools.org/site/Default.aspx?PageType=7&SiteID=4
[2] https://twitter.com/EUILib/status/1306903680919179264

Top URLs in Tweet in G1:
[7] https://ischools.org/Virtual-Career-Fair
[5] https://ischools.org/page-18359
[2] https://twitter.com/EUILib/status/1306903680919179264
[1] https://twitter.com/reformala/status/1327378306660925441
[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
[1] https://ischools.org/News/9336175

Top URLs in Tweet in G2:
[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 G3:
[5] https://ischools.org/page-18116
[3] https://ischools.org/News/9234786
[2] https://ischools.org/iConference
[1] https://ischools.org/News/9336409
[1] https://ischools.org/2021-iConference-goes-online-announcement/
[1] https://ischools.org/News/9317544

Top URLs in Tweet in G4:
[3] 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 G5:
[1] https://ischools.org/page-18359
[1] https://mailchi.mp/creativecommons.org/cc-summit-intent-to-register
[1] https://twitter.com/marijel_melo/status/1300900421691674630
[1] https://www.researchgate.net/profile/Lateef_Ayinde2/achievement/5f5b08b37722133e9c175fe9

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://sites.google.com/c-ischools.org/cis-open-house-2020/home
[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://twitter.com/i/web/status/1326760603520696320
[1] https://twitter.com/i/web/status/1326228841166114816

Top URLs in Tweet in G9:
[3] https://utpjournals.press/doi/full/10.3138/jelis.61.3.08
[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:
[34] ischools.org
[29] twitter.com
[12] c-ischools.org
[3] utpjournals.press
[1] utoronto.ca
[1] uw.edu
[1] eventbrite.com
[1] digital-scholarship.org
[1] archivaltech.org
[1] google.com

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

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

Top Domains in Tweet in G3:
[13] ischools.org

Top Domains in Tweet in G4:
[6] c-ischools.org
[1] twitter.com

Top Domains in Tweet in G5:
[1] ischools.org
[1] mailchi.mp
[1] twitter.com
[1] researchgate.net

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] iconf21
[23] deadline
[7] ischools
[6] uazischool
[6] colloquiumseries
[4] oer
[3] rusci
[3] lis
[3] library
[3] infocareers



Top Hashtags in Tweet in G1:
[15] iconf21
[10] deadline
[3] rusci
[3] infocareers
[3] librarytwitter
[3] libraryjobs
[1] ischoolsworldwide
[1] scimi

Top Hashtags in Tweet in G2:
[6] uazischool
[6] colloquiumseries
[1] digitaldivide
[1] coronavirus
[1] misinformation

Top Hashtags in Tweet in G3:
[21] iconf21
[13] deadline
[2] registration

Top Hashtags in Tweet in G4:
[1] bluejacketpride

Top Hashtags in Tweet in G5:
[1] ccafrica
[1] creativecommons
[1] ccglobalsummit

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:
[3] lis
[3] library

Top Words
Top Words in Tweet in Entire Graph:
[88] ischools
[87] research
[83] papers
[77] information
[76] virtual
[71] more
[53] submission
[48] programs
[48] iconf
[47] event

Top Words in Tweet in G1:
[40] information
[38] ischools
[38] virtual
[32] papers
[32] research
[30] more
[29] event
[28] programs
[25] power
[24] graduate

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:
[52] research
[51] papers
[38] submission
[26] full
[25] iconf
[25] iconference
[25] 2021
[25] short
[22] virtual
[21] #iconf21

Top Words in Tweet in G4:
[24] pupil
[19] referendum
[15] operating
[15] schools
[12] isd911
[12] local
[12] approved
[12] unlock
[12] 800
[12] funding

Top Words in Tweet in G5:
[6] information
[5] ischools
[4] ischoolumd
[3] event
[3] graduate
[3] more
[3] uw_ischool
[3] ischool_pitt
[2] virtual
[2] power

Top Words in Tweet in G6:
[5] ischools
[4] information
[4] virtual
[4] big
[3] 30
[3] programs
[3] cambridge
[3] tonight
[3] students
[3] event

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:
[2] shoe_sticky
[2] ischools
[2] academic
[2] think

Top Words in Tweet in G9:
[8] leadership
[6] alisehq
[6] ischools
[4] alise
[4] academy
[4] designed
[4] generate
[4] interest
[4] build
[4] confidence

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:
[78] research,papers
[39] short,research
[36] power,information
[33] virtual,event
[32] iconference,2021
[28] information,virtual
[27] opportunities,programs
[26] event,showcasing
[26] showcasing,opportunities
[25] programs,prospective

Top Word Pairs in Tweet in G1:
[31] research,papers
[25] power,information
[22] virtual,event
[19] information,virtual
[19] event,showcasing
[19] showcasing,opportunities
[19] opportunities,programs
[19] programs,prospective
[18] prospective,graduate
[18] 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:
[47] research,papers
[25] iconference,2021
[25] short,research
[15] full,short
[13] #deadline,#iconf21
[13] uploaded,conftool
[13] end,day
[12] submission,#deadline
[11] #iconf21,research
[11] important,update

Top Word Pairs in Tweet in G4:
[15] operating,referendum
[12] local,operating
[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 G5:
[3] uw_ischool,ischools
[2] virtual,event
[2] power,information
[2] prospective,graduate
[2] graduate,students
[2] students,more
[2] needed,information
[2] information,schools
[2] schools,fsucci
[2] fsucci,ischoolumd

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 G9:
[4] alise,leadership
[4] leadership,academy
[4] academy,designed
[4] designed,generate
[4] generate,interest
[4] interest,leadership
[4] leadership,build
[4] build,confidence
[4] confidence,prospective
[3] prospective,leaders

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
@iconf
@isd911
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uw_ischool
@alisehq
@uazischool

Top Mentioned in G1:
@ischools
@iconf
@drexelcci
@simmonsslis
@benjamindhorne
@0fed0
@rutgerscomminfo
@utksis
@intranetfocus
@infoschoolsheff

Top Mentioned in G2:
@cuny
@jamiealee2013
@jameslowryatl
@mute
@uw_ischool
@uazischool
@aninddey
@fcc
@wastatelib

Top Mentioned in G3:
@iconf
@ischools

Top Mentioned in G4:
@isd911
@stepupforciedu1

Top Mentioned in G5:
@ischools
@ischoolumd
@uw_ischool
@ischool_pitt
@ischoolui
@fsucci
@uw
@iconf
@dujiarainy
@fsuischool

Top Mentioned in G7:
@opened_network
@bl
@sjsuischool

Top Mentioned in G8:
@hogarthfan69
@ischools
@moustacheclubus
@shoe_sticky
@kolinakoltai
@2020partnership

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

Top Mentioned in G10:
@hcitonya

Top Tweeters
Top Tweeters in Entire Graph:
@inaljnaomi
@james3neal
@lisalibrarian
@cpltalk
@diminieloops
@joshbosma
@fdmhildesheim
@kcrowe
@rutgerscomminfo
@globalhighered

Top Tweeters in G1:
@rutgerscomminfo
@bishopnaomi
@m7admit
@simmonsslis
@intranetfocus
@ssekittof
@infoschoolsheff
@crhinesmith
@drexelurep
@annmgraf

Top Tweeters in G2:
@cuny
@fcc
@queenschronicle
@archivists_org
@paulvdudman
@cunytv
@rawfeminism
@wastatelib
@uw_ischool
@qc_news

Top Tweeters in G3:
@cpltalk
@clj59
@_kevintrainor
@lisresearch
@uncsils
@mfcavanagh
@mmsubram
@porg
@deeperlee
@libconferences

Top Tweeters in G4:
@joshbosma
@38rudy
@kosarkablue
@shariwiltrout
@isd911
@ciprincipal
@d911eats
@odonovry
@trout4213
@educ_nelson

Top Tweeters in G5:
@ischoolsu
@uw
@slahq
@ischoolui
@researchgate
@fsucci
@ischoolumd
@ischool_pitt
@dujiarainy
@fsuischool

Top Tweeters in G6:
@digitalkoans
@cihs_activities
@siswsu
@_rumble_strips_
@beingsalarii
@oliviamp_
@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:
@moustacheclubus
@shoe_sticky
@hogarthfan69
@kolinakoltai
@lijoivan
@whatsleftcast
@2020partnership

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

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


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